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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=ZfBuhzE556
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poster
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NeurIPS2024
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https://github.com/junkangwu/beta-dpo
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"Bolin Ding",
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β-DPO: Direct Preference Optimization with Dynamic β
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=ZehccYKkNH
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Wasserstein convergence of Cech persistence diagrams for samplings of submanifolds
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=ZZ94aLbMOK
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oral
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NeurIPS2024
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Recurrent neural network dynamical systems for biological vision
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=ZYNYhh3ocW
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Towards Next-Generation Logic Synthesis: A Scalable Neural Circuit Generation Framework
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=ZOZjMs3JTs
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User-item fairness tradeoffs in recommendations
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=ZNcJtNN3e8
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poster
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NeurIPS2024
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Compositional PAC-Bayes: Generalization of GNNs with persistence and beyond
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=ZKbplMrDzI
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NeurIPS2024
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SDformer: Similarity-driven Discrete Transformer For Time Series Generation
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=ZK1CZXKgG5
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NeurIPS2024
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MemVLT: Vision-Language Tracking with Adaptive Memory-based Prompts
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=ZJjuNF0olj
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NeurIPS2024
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DeTrack: In-model Latent Denoising Learning for Visual Object Tracking
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=ZJ2ONmSgCS
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NeurIPS2024
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[
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"Yuxuan Han",
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DiffHammer: Rethinking the Robustness of Diffusion-Based Adversarial Purification
| null |
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=ZGN8dOhpi6
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oral
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NeurIPS2024
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| null |
[
"Jiangyuan Li",
"Jiayi Wang",
"Raymond K. W. Wong",
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A Pairwise Pseudo-likelihood Approach for Matrix Completion with Informative Missingness
| null |
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=ZG84y6a7ge
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
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https://github.com/czg1225/slimsam
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[
"Zigeng Chen",
"Gongfan Fang",
"Xinyin Ma",
"Xinchao Wang"
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SlimSAM: 0.1
| 303 |
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=ZCygNDMIII
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
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[
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"Ruijie Wang",
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"Yizhuo Chen",
"Yigong Hu",
"Chaoqi Yang",
"Tomoyoshi Kimura",
"Denizhan Kara",
"Tarek F. Abdelzaher"
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Fine-grained Control of Generative Data Augmentation in IoT Sensing
| null |
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=Z4R2rkPgBy
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
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"Andrea Agostini",
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Unity by Diversity: Improved Representation Learning for Multimodal VAEs
| null |
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=YyMiO0DWmI
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poster
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NeurIPS2024
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"Deyu Chen",
"Shuhai Zhang",
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"Yuanqing Li",
"Mingkui Tan"
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Cross-Device Collaborative Test-Time Adaptation
| null |
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=Yy0KUmneV6
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poster
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NeurIPS2024
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[
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The tree autoencoder model, with application to hierarchical data visualization
| null |
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=YwpL0BVxts
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poster
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NeurIPS2024
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[
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"Gaoyang Liu",
"Yang Yang",
"Kai Peng",
"Wei Liu"
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United We Stand, Divided We Fall: Fingerprinting Deep Neural Networks via Adversarial Trajectories
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=Ylvviju6MD
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poster
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NeurIPS2024
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[
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The Poisson Midpoint Method for Langevin Dynamics: Provably Efficient Discretization for Diffusion Models
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=YjZ6fQAvT7
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
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[
"Junxi Xiao",
"Qinliang Su"
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TreeVI: Reparameterizable Tree-structured Variational Inference for Instance-level Correlation Capturing
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=Yhd0yzC8yD
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
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[
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"Ruiming Chen",
"Xu Yang",
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"Xin Geng"
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Linearly Decomposing and Recomposing Vision Transformers for Diverse-Scale Models
| null |
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=YgJPQW0lkO
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oral
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NeurIPS2024
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[
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Graph-based Uncertainty Metrics for Long-form Language Model Generations
| null |
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=YawXY6mWiK
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
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[
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"Yaohua Tang",
"Sijie Yan",
"Wei Xia",
"Yuanjun Xiong"
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A Full-duplex Speech Dialogue Scheme Based On Large Language Model
| null |
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=YaPhvbGqwO
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
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[
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"Ronald Parr",
"Michael Littman",
"George Konidaris"
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Mitigating Partial Observability in Decision Processes via the Lambda Discrepancy
| null |
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=YOBGdVaYTS
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
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[
"Zhongwang Zhang",
"Pengxiao Lin",
"Zhiwei Wang",
"Yaoyu Zhang",
"Zhi-Qin John Xu"
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Initialization is Critical to Whether Transformers Fit Composite Functions by Reasoning or Memorizing
| null |
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=YEtirXhsh1
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
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[
"Sangyun Shin",
"Yuhang He",
"Madhu Vankadari",
"Ta-Ying Cheng",
"Qian Xie",
"Andrew Markham",
"Niki Trigoni"
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Towards Learning Group-Equivariant Features for Domain Adaptive 3D Detection
| null |
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=Y7HPB7pL1f
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Honglin Liu",
"Peng Hu",
"Changqing Zhang",
"Yunfan Li",
"Xi Peng"
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Interactive Deep Clustering via Value Mining
| null |
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=Y6RV6z98Pk
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
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[
"Yanxin Yang",
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"DengKe Yan",
"Ming Hu",
"Tianlin Li",
"Xiaofei Xie",
"Xian Wei",
"Mingsong Chen"
] |
SampDetox: Black-box Backdoor Defense via Perturbation-based Sample Detoxification
| null |
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=Y5DPSJzpra
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NeurIPS2024
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NaT
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[
"Arna Ghosh",
"Kumar Krishna Agrawal",
"Shagun Sodhani",
"Adam Oberman",
"Blake Aaron Richards"
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Harnessing small projectors and multiple views for efficient vision pretraining
| null |
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=Y58T1MQhh6
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
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[
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Fast Rates in Stochastic Online Convex Optimization by Exploiting the Curvature of Feasible Sets
| null |
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https://openreview.net/forum?id=Y4tHp5Jilp
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| null | null | null | null | null | null | null | null | null | null |
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[
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A Simple yet Universal Framework for Depth Completion
| null |
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https://openreview.net/forum?id=Y2I0Fy4sm7
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NeurIPS2024
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[
"Yiqi Zhang",
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SpeedLoader: An I/O efficient scheme for heterogeneous and distributed LLM operation
| null |
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https://openreview.net/forum?id=Y0EfJJeb4V
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oral
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
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[
"Huzi Cheng",
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Goal Reduction with Loop-Removal Accelerates RL and Models Human Brain Activity in Goal-Directed Learning
| null |
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=XsNA2b8GPz
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| null | null | null | null | null | null | null | null | null | null |
NaT
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[
"Tavor Baharav",
"Ryan Kang",
"Colin Sullivan",
"Mo Tiwari",
"Eric Sager Luxenberg",
"David Tse",
"Mert Pilanci"
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Adaptive Sampling for Efficient Softmax Approximation
| null |
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https://openreview.net/forum?id=Xq0Jwbczkn
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NaT
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[
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A Combinatorial Algorithm for the Semi-Discrete Optimal Transport Problem
| null |
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https://openreview.net/forum?id=XlvUz9F50g
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[
"Taira Tsuchiya",
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A Simple and Adaptive Learning Rate for FTRL in Online Learning with Minimax Regret of Θ(T^2/3) and its Application to Best-of-Both-Worlds
| null |
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NaT
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[
"Daniel Severo",
"Ashish J Khisti",
"Alireza Makhzani"
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Random Cycle Coding: Lossless Compression of Cluster Assignments via Bits-Back Coding
| null |
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https://openreview.net/forum?id=XZp1uP0hh2
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NaT
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[
"Jonathan Kelner",
"Jerry Li",
"Allen Liu",
"Aaron Sidford",
"Kevin Tian"
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Semi-Random Matrix Completion via Flow-Based Adaptive Reweighting
| null |
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https://openreview.net/forum?id=XZ0fpoAKEB
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[
"Maximilian Nickel"
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No Free Delivery Service: Epistemic limits of passive data collection in complex social systems
| null |
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https://openreview.net/forum?id=XYw051ZmUn
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| null | null | null | null | null | null | null | null | null | null |
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[
"Mo Zhou",
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How does Gradient Descent Learn Features — A Local Analysis for Regularized Two-Layer Neural Networks
| null |
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NaT
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[
"Jie Zhu",
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"Mingyu Ding",
"Ping Luo",
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MoLE: Enhancing Human-centric Text-to-image Diffusion via Mixture of Low-rank Experts
| null |
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NaT
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[
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"Ye-Wen Wang",
"Sheng-Jun Huang"
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Optimistic Critic Reconstruction and Constrained Fine-Tuning for General Offline-to-Online RL
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NaT
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[
"Chenghua Guo",
"Han Yu",
"Jiaxin Liu",
"Chao Chen",
"Qi Li",
"Sihong Xie",
"Xi Zhang"
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Linear Uncertainty Quantification of Graphical Model Inference
| null |
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https://openreview.net/forum?id=XMQTNzlgTJ
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NaT
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[
"Yassine Laguel",
"Yasa Syed",
"Necdet Aybat",
"Mert Gurbuzbalaban"
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High-probability complexity bounds for stochastic non-convex minimax optimization
| null |
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NaT
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[
"Emre Acartürk",
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Sample Complexity of Interventional Causal Representation Learning
| null |
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https://openreview.net/forum?id=XIcBCBe6C3
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[
"Hong Jia",
"Young D. Kwon",
"Alessio Orsino",
"Ting Dang",
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TinyTTA: Efficient Test-time Adaptation via Early-exit Ensembles on Edge Devices
| null |
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NaT
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[
"Song Ouyang",
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"Yong Luo",
"Kehua Su",
"Lefei Zhang",
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MMSite: A Multi-modal Framework for the Identification of Active Sites in Proteins
| null |
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NaT
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[
"Nikil Roashan Selvam",
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Self-Refining Diffusion Samplers: Enabling Parallelization via Parareal Iterations
| null |
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NaT
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[
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"Akashaditya Das",
"Guy-Bart Stan",
"Yiren Zhao"
] |
Absorb Escape: Overcoming Single Model Limitations in Generating Heterogeneous Genomic Sequences
| null |
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=XAKALzI3Gw
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Divyam Madaan",
"Taro Makino",
"Sumit Chopra",
"Kyunghyun Cho"
] |
Jointly Modeling Inter- Intra-Modality Dependencies for Multi-modal Learning
| null |
|||
NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=X44OawAq7b
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Zhenghao Xu",
"Yuqing Wang",
"Tuo Zhao",
"Rachel Ward",
"Molei Tao"
] |
Provable Acceleration of Nesterov's Accelerated Gradient for Asymmetric Matrix Factorization and Linear Neural Networks
| null |
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=X3ydKRcQr6
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Rajesh Jayaram",
"Laxman Dhulipala",
"Majid Hadian",
"Jason Lee",
"Vahab Mirrokni"
] |
MUVERA: Multi-Vector Retrieval via Fixed Dimensional Encoding
| null |
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=X3oeoyJlMw
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Li Ma",
"Haoyu Han",
"Juanhui Li",
"Harry Shomer",
"Hui Liu",
"Xiaofeng Gao",
"Jiliang Tang"
] |
Mixture of Link Predictors on Graphs
| null |
|||
NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=X2G7LA7Av9
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Pei Yang",
"Hai Ci",
"Yiren Song",
"Mike Zheng Shou"
] |
Can Simple Averaging Defeat Modern Watermarks?
| null |
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=WxLVYZbIew
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Xiuying Wei",
"Skander Moalla",
"Razvan Pascanu",
"Caglar Gulcehre"
] |
Building on Efficient Foundations: Effective Training of LLMs with Structured Feedforward Layers
| null |
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=WqNfihAcu5
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Ahmed Ben Yahmed",
"Clément Calauzènes",
"Vianney Perchet"
] |
Strategic Multi-Armed Bandit Problems Under Debt-Free Reporting
| null |
|||
NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=Wq6aY6fC2H
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"George Andriopoulos",
"Zixuan Dong",
"Li Guo",
"Zifan Zhao",
"Keith W. Ross"
] |
The Prevalence of Neural Collapse in Neural Multivariate Regression
| null |
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=WpPNVPAEyv
|
oral
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Zhe Zhao",
"HaiBin Wen",
"Zikang Wang",
"Pengkun Wang",
"Fanfu Wang",
"Song Lai",
"Qingfu Zhang",
"Yang Wang"
] |
Breaking Long-Tailed Learning Bottlenecks: A Controllable Paradigm with Hypernetwork-Generated Diverse Experts
| null |
|||
NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=WoEXVQcHFw
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Xiaoyuan Zhang",
"Genghui Li",
"Xi Lin",
"Yichi Zhang",
"Yifan Chen",
"Qingfu Zhang"
] |
Gliding over the Pareto Front with Uniform Designs
| null |
|||
NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=WdMhbqCoqW
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Ali Younis",
"Erik B. Sudderth"
] |
Learning to be Smooth: An End-to-End Differentiable Particle Smoother
| null |
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=WcIeEtY3AG
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Zhaokun Zhou",
"Yijie Lu",
"Yanhao Jia",
"Kaiwei Che",
"Jun Niu",
"Liwei Huang",
"Xinyu Shi",
"Yuesheng Zhu",
"Guoqi Li",
"Zhaofei Yu",
"Li Yuan"
] |
Spiking Transformer with Experts Mixture
| null |
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=Wc0vlQuoLb
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Roi Cohen",
"Konstantin Dobler",
"Eden Biran",
"Gerard de Melo"
] |
I Don't Know: Explicit Modeling of Uncertainty with an [IDK] Token
| null |
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=WXqukapoa7
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Tongxin Li",
"Hao Liu",
"Yisong Yue"
] |
Disentangling Linear Quadratic Control with Untrusted ML Predictions
| null |
|||
NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=WRd9LCbvxN
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Zhou FANG",
"Yong-Lu Li",
"Lixin Yang",
"Cewu Lu"
] |
General Articulated Objects Manipulation in Real Images via Part-Aware Diffusion Process
| null |
|||
NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=WK2KxPAMQv
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yooju Shin",
"Jaehyun Park",
"Susik Yoon",
"Hwanjun Song",
"Byung Suk Lee",
"Jae-Gil Lee"
] |
Exploiting Representation Curvature for Boundary Detection in Time Series
| null |
|||
NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=WI2VpcBdnd
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yilan Chen",
"Wei Huang",
"Tsui-Wei Weng"
] |
Provable and Efficient Dataset Distillation for Kernel Ridge Regression
| null |
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=WH5blx5tZ1
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
|
https://github.com/mlfoundations/tabliblib
|
[
"Joshua P Gardner",
"Juan Carlos Perdomo",
"Ludwig Schmidt"
] |
Large Scale Transfer Learning for Tabular Data via Language Modeling
| 7 |
|||
NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=WEoOreP0n5
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Samin Yeasar Arnob",
"Riyasat Ohib",
"Sergey M. Plis",
"Amy Zhang",
"Alessandro Sordoni",
"Doina Precup"
] |
Efficient Reinforcement Learning by Discovering Neural Pathways
| null |
|||
NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=WAT3qu737X
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Corinna Cortes",
"Anqi Mao",
"Christopher Mohri",
"Mehryar Mohri",
"Yutao Zhong"
] |
Cardinality-Aware Set Prediction and Top-k Classification
| null |
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=W8rFsaKr4m
|
oral
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yicheng Xiao",
"Lin Song",
"Shaoli Huang",
"Jiangshan Wang",
"Siyu Song",
"Yixiao Ge",
"Xiu Li",
"Ying Shan"
] |
MambaTree: Tree Topology is All You Need in State Space Model
| null |
|||
NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=W5U3XB1C11
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Tarun Suresh",
"Debangshu Banerjee",
"Gagandeep Singh"
] |
Relational Verification Leaps Forward with RABBit
| null |
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=W3Dx1TGW3f
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Vinzenz Thoma",
"Barna Pásztor",
"Andreas Krause",
"Giorgia Ramponi",
"Yifan Hu"
] |
Contextual Bilevel Reinforcement Learning for Incentive Alignment
| null |
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=W2qGSMl2Uu
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
|
https://github.com/wyf0912/contextgs
|
[
"Yufei Wang",
"Zhihao Li",
"Lanqing Guo",
"Wenhan Yang",
"Alex Kot",
"Bihan Wen"
] |
ContextGS : Compact 3D Gaussian Splatting with Anchor Level Context Model
| 42 |
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=VywZsAGhp0
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Jingbo Zhou",
"Yixuan Du",
"Ruqiong Zhang",
"Jun Xia",
"Zhizhi Yu",
"Zelin Zang",
"Di Jin",
"Carl Yang",
"Rui Zhang",
"Stan Z. Li"
] |
Deep Graph Neural Networks via Posteriori-Sampling-based Node-Adaptative Residual Module
| null |
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=Vxijl0IOId
|
oral
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Tu Anh-Nguyen",
"Joey Huchette",
"Christian Tjandraatmadja"
] |
Learning Generalized Linear Programming Value Functions
| null |
|||
NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=Vw1V9AgPXW
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"liangqin",
"Xiyuan Liu",
"Wenting Wei",
"Liang Chengbin",
"Huaxi Gu"
] |
Satformer: Accurate and Robust Traffic Data Estimation for Satellite Networks
| null |
|||
NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=VqFz7iTGcl
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Maxime DARRIN",
"Philippe Formont",
"Ismail Ben Ayed",
"Jackie CK Cheung",
"Pablo Piantanida"
] |
When is an Embedding Model More Promising than Another?
| null |
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=VpuOuZOVhP
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Pengkun Wang",
"Zhe Zhao",
"HaiBin Wen",
"Fanfu Wang",
"Binwu Wang",
"Qingfu Zhang",
"Yang Wang"
] |
LLM-AutoDA: Large Language Model-Driven Automatic Data Augmentation for Long-tailed Problems
| null |
|||
NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=Vn0FWRImra
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Artin Tajdini",
"Lalit K Jain",
"Kevin Jamieson"
] |
Nearly Minimax Optimal Submodular Maximization with Bandit Feedback
| null |
|||
NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=VazkRbCGxt
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Kyungmin Lee",
"Sangkyung Kwak",
"Kihyuk Sohn",
"Jinwoo Shin"
] |
Direct Consistency Optimization for Robust Customization of Text-to-Image Diffusion models
| null |
|||
NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=VaJ4XOW7Ey
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Matthew Riemer",
"Khimya Khetarpal",
"Janarthanan Rajendran",
"Sarath Chandar"
] |
Balancing Context Length and Mixing Times for Reinforcement Learning at Scale
| null |
|||
NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=VZQmIoDGBG
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Da Yin",
"Haoyi Qiu",
"Kung-Hsiang Huang",
"Kai-Wei Chang",
"Nanyun Peng"
] |
SafeWorld: Geo-Diverse Safety Alignment
| null |
|||
NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=VXJVNdmXO4
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Charles Lu",
"Baihe Huang",
"Sai Praneeth Karimireddy",
"Praneeth Vepakomma",
"Michael Jordan",
"Ramesh Raskar"
] |
Data Acquisition via Experimental Design for Data Markets
| null |
|||
NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=VWf6ZVx5S2
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Hanwen Zhong",
"Jiaxin Chen",
"Yutong Zhang",
"Di Huang",
"Yunhong Wang"
] |
Transforming Vision Transformer: Towards Efficient Multi-Task Asynchronous Learner
| null |
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=VUuOsBrqaw
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Jitao Zhao",
"Di Jin",
"Meng Ge",
"Lianze Shan",
"Xin Wang",
"Dongxiao He",
"Zhiyong Feng"
] |
FUG: Feature-Universal Graph Contrastive Pre-training for Graphs with Diverse Node Features
| null |
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=VUBtAcQN44
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Hao Chen",
"Yufei Zhu",
"Yongjian Deng"
] |
A Motion-aware Spatio-temporal Graph for Video Salient Object Ranking
| null |
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=VRRvJnxgQe
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Haoyu Wang",
"Zhuo Huang",
"Zhiwei Lin",
"Tongliang Liu"
] |
NoiseGPT: Label Noise Detection and Rectification through Probability Curvature
| null |
|||
NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=VNmi0FHn6Z
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Eryn Sale",
"Wenhao Zhang"
] |
The Bayesian sampling in a canonical recurrent circuit with a diversity of inhibitory interneurons
| null |
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=VKKY3Uv7vi
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oral
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Jianming Pan",
"Zeqi Ye",
"Xiao Yang",
"Xu Yang",
"Weiqing Liu",
"Lewen Wang",
"Jiang Bian"
] |
BPQP: A Differentiable Convex Optimization Framework for Efficient End-to-End Learning
| null |
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=VIqQSFNjyP
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Dong Zhao",
"Qi Zang",
"Shuang Wang",
"Nicu Sebe",
"Zhun Zhong"
] |
Connectivity-Driven Pseudo-Labeling Makes Stronger Cross-Domain Segmenters
| null |
|||
NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=VHva3d836i
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Haipeng Luo",
"Qingfeng Sun",
"Can Xu",
"Pu Zhao",
"Qingwei Lin",
"Jian-Guang Lou",
"Shifeng Chen",
"Yansong Tang",
"Weizhu Chen"
] |
WizardArena: Post-training Large Language Models via Simulated Offline Chatbot Arena
| null |
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=VDPZe0NbpE
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Julian Zimmert",
"Teodor Vanislavov Marinov"
] |
PRODuctive bandits: Importance Weighting No More
| null |
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=V8HVsyTSu6
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Zifan Wang",
"Yi Shen",
"Michael M. Zavlanos",
"Karl Henrik Johansson"
] |
Outlier-Robust Distributionally Robust Optimization via Unbalanced Optimal Transport
| null |
|||
NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=V6w7keoTqn
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Qibo Qiu",
"Shun Zhang",
"Haiming Gao",
"Honghui Yang",
"Haochao Ying",
"Wenxiao Wang",
"Xiaofei He"
] |
EMVP: Embracing Visual Foundation Model for Visual Place Recognition with Centroid-Free Probing
| null |
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=V2e0A2XIPF
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yixing Xu",
"Chao Li",
"Dong Li",
"Xiao Sheng",
"Fan Jiang",
"Lu Tian",
"Emad Barsoum"
] |
QT-ViT: Improving Linear Attention in ViT with Quadratic Taylor Expansion
| null |
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=UuiZEOVtHx
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Haobo Zhang",
"Xiyue Peng",
"Honghao Wei",
"Xin Liu"
] |
Safe and Efficient: A Primal-Dual Method for Offline Convex CMDPs under Partial Data Coverage
| null |
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=UtTjgMDTFO
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Joel Dyer",
"Nicholas George Bishop",
"Yorgos Felekis",
"Fabio Massimo Zennaro",
"Ani Calinescu",
"Theodoros Damoulas",
"Michael J. Wooldridge"
] |
Interventionally Consistent Surrogates for Complex Simulation Models
| null |
|||
NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=UixTytSVOl
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yunfeng FAN",
"Wenchao Xu",
"Haozhao Wang",
"Song Guo"
] |
Cross-modal Representation Flattening for Multi-modal Domain Generalization
| null |
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=UdxpjKO2F9
|
oral
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Jayden Teoh",
"Wenjun Li",
"Pradeep Varakantham"
] |
Improving Environment Novelty Quantification for Effective Unsupervised Environment Design
| null |
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=UcdaNf2PKL
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Haiyu Zhao",
"Lei Tian",
"Xinyan Xiao",
"Peng Hu",
"Yuanbiao Gou",
"Xi Peng"
] |
AverNet: All-in-one Video Restoration for Time-varying Unknown Degradations
| null |
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=UXEo3uNNIX
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Wenbing Li",
"Hang Zhou",
"Junqing Yu",
"Zikai Song",
"Wei Yang"
] |
Coupled Mamba: Enhanced Multimodal Fusion with Coupled State Space Model
| null |
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