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https://openreview.net/forum?id=k6iyUfwdI9
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NeurIPS2024
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[ "Yasin Abbasi-Yadkori", "Ilja Kuzborskij", "András György", "Csaba Szepesvari" ]
To Believe or Not to Believe Your LLM: IterativePrompting for Estimating Epistemic Uncertainty
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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=k1VrxRS6WZ
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NeurIPS2024
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[ "Yibo Wang", "Jun-Yi Hang", "Min-Ling Zhang" ]
Multi-Label Open Set Recognition
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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=jz5ZMeN9He
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NeurIPS2024
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[ "Xiaodi Li", "Zongxin Yang", "Ruijie Quan", "Yi Yang" ]
DRIP: Unleashing Diffusion Priors for Joint Foreground and Alpha Prediction in Image Matting
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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=js5vZtyoIQ
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NeurIPS2024
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[ "Jingyang Yuan", "Gongbo Sun", "Zhiping Xiao", "Hang Zhou", "Xiao Luo", "Junyu Luo", "Yusheng Zhao", "Wei Ju", "Ming Zhang" ]
EGODE: An Event-attended Graph ODE Framework for Modeling Rigid Dynamics
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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=jps9KkuSD3
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NeurIPS2024
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[ "Salim I. Amoukou", "Tom Bewley", "Saumitra Mishra", "Freddy Lecue", "Daniele Magazzeni", "Manuela Veloso" ]
Sequential Harmful Shift Detection Without Labels
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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=joNPMCzVIi
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NeurIPS2024
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[ "Jiechao Guan", "Hui Xiong" ]
Improved Bayes Regret Bounds for Multi-Task Hierarchical Bayesian Bandit Algorithms
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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=jgkKroLxeC
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Unified Graph Augmentations for Generalized Contrastive Learning on Graphs
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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=jeWZStUavo
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NeurIPS2024
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[ "Ke Xue", "Ruo-Tong Chen", "Xi Lin", "Yunqi Shi", "Shixiong Kai", "Siyuan Xu", "Chao Qian" ]
Reinforcement Learning Policy as Macro Regulator Rather than Macro Placer
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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=jdCMwF06c6
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NeurIPS2024
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[ "Yixiao Xu", "Binxing Fang", "Mohan Li", "Keke Tang", "Zhihong Tian" ]
LT-Defense: Searching-free Backdoor Defense via Exploiting the Long-tailed Effect
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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=jb5qN3212b
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NeurIPS2024
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[ "Longfei Ma", "Yiyou Sun", "Kaize Ding", "Zemin Liu", "Fei Wu" ]
Revisiting Score Propagation in Graph Out-of-Distribution Detection
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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=jZv9A8Tg9p
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NeurIPS2024
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[ "Qiheng Sun", "Haocheng Xia", "Jinfei Liu" ]
Data-faithful Feature Attribution: Mitigating Unobservable Confounders via Instrumental Variables
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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=jXsxGt80sv
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NeurIPS2024
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[ "Hang Zhou", "Yehui Tang", "Haochen Qin", "Yujie Yang", "Renren Jin", "Deyi Xiong", "Kai Han", "Yunhe Wang" ]
Star-Agents: Automatic Data Optimization with LLM Agents for Instruction Tuning
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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=jXgHEwtXs8
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NeurIPS2024
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[ "Quanling Meng", "Qinglin Liu", "Zonglin Li", "Xiangyuan Lan", "Shengping Zhang", "Liqiang Nie" ]
High-Resolution Image Harmonization with Adaptive-Interval Color Transformation
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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=jV6z08u7y0
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NeurIPS2024
null
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[ "Zheng Wang", "Geyong Min", "Wenjie Ruan" ]
The Implicit Bias of Gradient Descent toward Collaboration between Layers: A Dynamic Analysis of Multilayer Perceptions
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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=jMJVFP4BH6
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NeurIPS2024
null
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[ "Junfeng Fang", "Zac Bi", "Ruipeng Wang", "Houcheng Jiang", "Yuan Gao", "Kun Wang", "An Zhang", "Jie Shi", "Xiang Wang", "Tat-Seng Chua" ]
Towards Neuron Attributions in Multi-Modal Large Language Models
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=jLUbLxa4XV
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NeurIPS2024
null
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[ "Aref Miri Rekavandi", "Farhad Farokhi", "Olga Ohrimenko", "Benjamin I. P. Rubinstein" ]
Certified Adversarial Robustness via Randomized α-Smoothing for Regression Models
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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=jKLyKeZfzv
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NeurIPS2024
null
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[ "Yuming Zhang", "Jun Wei Hsieh", "Xin Li", "Ming-Ching Chang", "Chun-Chieh Lee", "Kuo-Chin Fan" ]
MOTE-NAS: Multi-Objective Training-based Estimate for Efficient Neural Architecture Search
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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=j7sw0nXLjZ
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NeurIPS2024
null
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NaT
null
[ "Fang Wu", "Shuting Jin", "Siyuan Li", "Stan Z. Li" ]
Instructor-inspired Machine Learning for Robust Molecular Property Prediction
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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=j2hzCTqbF0
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NeurIPS2024
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null
[ "Yinghao Wu", "chaoran wang", "Lu Yin", "Shihui Guo", "Yipeng Qin" ]
Accurate and Steady Inertial Pose Estimation through Sequence Structure Learning and Modulation
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=iykao97YXf
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NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Xuan-Bach Le", "Dominik Wagner", "Leon Witzman", "Alexander Rabinovich", "Luke Ong" ]
Reinforcement Learning with LTL and ω-Regular Objectives via Optimality-Preserving Translation to Average Rewards
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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=itbKmreqUZ
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NeurIPS2024
null
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null
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null
[ "Ziyuan Zhang", "Han Qiu", "Zhang Maosen", "Jun Liu", "Bin Chen", "Tianwei Zhang", "Hewu Li" ]
COSMIC: Compress Satellite Image Efficiently via Diffusion Compensation
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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ieYdf9TZ2u
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NeurIPS2024
null
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https://github.com/alpha-vllm/lumina-t2x
[ "Le Zhuo", "Ruoyi Du", "Han Xiao", "Yangguang Li", "Dongyang Liu", "Rongjie Huang", "Wenze Liu", "Xiangyang Zhu", "Fu-Yun Wang", "Zhanyu Ma", "Xu Luo", "Zehan Wang", "Kaipeng Zhang", "Lirui Zhao", "Si Liu", "Xiangyu Yue", "Wanli Ouyang", "Yu Qiao", "Hongsheng Li", "Peng Gao" ]
Lumina-Next : Making Lumina-T2X Stronger and Faster with Next-DiT
2,085
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=iYcY7KAkSy
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NeurIPS2024
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null
[ "Shikuang Deng", "Yuhang Wu", "Kangrui Du", "Shi Gu" ]
Spiking Token Mixer: A event-driven friendly Former structure for spiking neural networks
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=iW0wXE0VyR
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NeurIPS2024
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null
[ "Usama Muneeb", "Mesrob I Ohannessian" ]
Induced Model Matching: Restricted Models Help Train Full-Featured Models
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=iOleSlC80F
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Mingsheng Li", "Jiakang Yuan", "Sijin Chen", "Lin Zhang", "Anyu Zhu", "Xin Chen", "Tao Chen" ]
3DET-Mamba: Causal Sequence Modelling for End-to-End 3D Object Detection
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=iNUKoLU8xb
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Zihao Chen", "Chi-Heng Lin", "Ran Liu", "Jingyun Xiao", "Eva L Dyer" ]
Your contrastive learning problem is secretly a distribution alignment problem
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=iM5i289eqt
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Haotian Qian", "Yinda Chen", "Shengtao Lou", "Fahad Khan", "Xiaogang Jin", "Deng-Ping Fan" ]
MaskFactory: Towards High-quality Synthetic Data Generation for Dichotomous Image Segmentation
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=iJgwd5mWYg
poster
NeurIPS2024
null
null
null
null
null
null
null
null
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null
NaT
null
[ "Martino Bernasconi", "Matteo Castiglioni", "Andrea Celli", "Federico Fusco" ]
Beyond Primal-Dual Methods in Bandits with Stochastic and Adversarial Constraints
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=iF7MnXnxRw
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NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
https://github.com/intelligentcontrolsystems/dsf-mqar
[ "Jerome Sieber", "Carmen Amo Alonso", "Alexandre Didier", "Melanie Zeilinger", "Antonio Orvieto" ]
Understanding the Differences in Foundation Models: Attention, State Space Models, and Recurrent Neural Networks
2
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=iD18l6prA7
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NeurIPS2024
null
null
null
null
null
null
null
null
null
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NaT
https://github.com/crisostomi/cycle-consistent-model-merging
[ "Donato Crisostomi", "Marco Fumero", "Daniele Baieri", "Florian Bernard", "Emanuele Rodolà" ]
C^2M^3: Cycle-Consistent Multi-Model Merging
8
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=i6BBclCymR
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
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NaT
null
[ "Qisen Wang", "Yifan Zhao", "Jiawei Ma", "Jia Li" ]
How to Use Diffusion Priors under Sparse Views?
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=i2oacRDF5L
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NeurIPS2024
null
null
null
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null
null
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NaT
null
[ "Daniel Richard Bramblett", "Siddharth Srivastava" ]
Belief-State Query Policies for User-Aligned Planning under Partial Observability
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=hocAc3Qit7
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NeurIPS2024
null
null
null
null
null
null
null
null
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NaT
null
[ "Abhiram Iyer", "Sarthak Chandra", "Sugandha Sharma", "Ila R Fiete" ]
Flexible mapping of abstract domains by grid cells via self-supervised extraction and projection of generalized velocity signals
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=hoVXLC8vQU
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NeurIPS2024
null
null
null
null
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null
[ "Ioannis Anagnostides", "Tuomas Sandholm" ]
Convergence of log(1/ϵ) for Gradient-Based Algorithms in Zero-Sum Games without the Condition Number: A Smoothed Analysis
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=hkBhX5ABjk
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NeurIPS2024
null
null
null
null
null
null
null
null
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null
[ "Tao Jiang", "Lei Yuan", "Lihe Li", "Cong Guan", "Zongzhang Zhang", "Yang Yu" ]
Multi-Agent Domain Calibration with a Handful of Offline Data
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=hilGwNabqB
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NeurIPS2024
null
null
null
null
null
null
null
null
null
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NaT
null
[ "Disha Makhija", "Joydeep Ghosh", "Nhat Ho" ]
A Bayesian Approach for Personalized Federated Learning in Heterogeneous Settings
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=hgsS4onO4s
poster
NeurIPS2024
null
null
null
null
null
null
null
null
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NaT
null
[ "Hideaki Kim" ]
Inverse M-Kernels for Linear Universal Approximators of Non-Negative Functions
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=hgdh4foghu
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
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NaT
null
[ "Miles Richard Hutson", "Isaac Kauvar", "Nick Haber" ]
Policy-shaped prediction: avoiding distractions in model-based reinforcement learning
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=haa457jwjw
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NeurIPS2024
null
null
null
null
null
null
null
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NaT
null
[ "Xilin Zhang", "Wang Chi Cheung" ]
Piecewise-Stationary Bandits with Knapsacks
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=haVPmN8UGi
poster
NeurIPS2024
null
null
null
null
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null
[ "Yihe Deng", "Chenchen Ye", "Zijie Huang", "Mingyu Derek Ma", "Yiwen Kou", "Wei Wang" ]
GraphVis: Boosting LLMs with Visual Knowledge Graph Integration
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=hYJOfWfw1P
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NeurIPS2024
null
null
null
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null
null
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NaT
null
[ "Enoch H. Kang", "Panganamala Kumar" ]
Is O(log N) practical? Near-Equivalence Between Delay Robustness and Bounded Regret in Bandits and RL
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=hW5QWiCctl
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NeurIPS2024
null
null
null
null
null
null
null
null
null
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NaT
null
[ "Zhao Zhang", "Ziwei Zhao", "Dong Wang", "Liwei Wang" ]
GraphMorph: Tubular Structure Extraction by Morphing Predicted Graphs
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=hQJksiskaa
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NeurIPS2024
null
null
null
null
null
null
null
null
null
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NaT
null
[ "Yuan Deng", "Jieming Mao", "Vahab Mirrokni", "Hanrui Zhang", "Song Zuo" ]
Autobidder's Dilemma: Why More Sophisticated Autobidders Lead to Worse Auction Efficiency
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=hKcx2wa3P0
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NeurIPS2024
null
null
null
null
null
null
null
null
null
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NaT
null
[ "Chao Wang", "Xin HE", "Yuwen Wang", "Junhui Wang" ]
On the Target-kernel Alignment: a Unified Analysis with Kernel Complexity
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=hEKSSsv5Q9
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NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Cong Zeng", "Shengkun Tang", "Xianjun Yang", "Yuanzhou Chen", "Yiyou Sun", "zhiqiang xu", "Yao Li", "Haifeng Chen", "Wei Cheng", "Dongkuan Xu" ]
DLAD: Improving Logits-based Detector without Logits from Black-box LLMs
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=hCOuip5Ona
poster
NeurIPS2024
null
null
null
null
null
null
null
null
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NaT
null
[ "Chester Holtz", "Pengwen Chen", "Zhengchao Wan", "Chung-Kuan Cheng", "Gal Mishne" ]
Continuous Partitioning for Graph-Based Semi-Supervised Learning
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=hB5NkiET32
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NeurIPS2024
null
null
null
null
null
null
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null
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null
[ "Brian Zhang", "ZHUO ZHANG" ]
Detecting Bugs with Substantial Monetary Consequences by LLM and Rule-based Reasoning
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=h6o6qXLmHZ
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NeurIPS2024
null
null
null
null
null
null
null
null
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null
[ "Yu Zhang", "Ruoyu Li", "Nengwu Wu", "Qing Li", "Xinhan Lin", "Yang Hu", "Tao Li", "Yong Jiang" ]
Dissect Black Box: Interpreting for Rule-Based Explanations in Unsupervised Anomaly Detection
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=h34jVnPo1c
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NeurIPS2024
null
null
null
null
null
null
null
null
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null
[ "Yunlu Chen", "Francisco Vicente Carrasco", "Christian Häne", "Giljoo Nam", "Jean-Charles Bazin", "Fernando De la Torre" ]
Doubly Hierarchical Geometric Representations for Strand-based Human Hairstyle Generation
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=h2e4G2YiwR
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NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Wang Lin", "Jingyuan Chen", "Jiaxin Shi", "Zirun Guo", "Yichen Zhu", "Zehan Wang", "Tao Jin", "Zhou Zhao", "Fei Wu", "Shuicheng YAN", "Hanwang Zhang" ]
Action Imitation in Common Action Space for Customized Action Image Synthesis
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=h0a3p5WtXU
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NeurIPS2024
null
null
null
null
null
null
null
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null
[ "Rustem Islamov", "Niccolò Ajroldi", "Antonio Orvieto", "Aurelien Lucchi" ]
Loss Landscape Characterization of Neural Networks without Over-Parametrization
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=gmf5Aj01Hz
poster
NeurIPS2024
null
null
null
null
null
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null
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NaT
null
[ "Zhihao Dai", "Ligang He", "Shuanghua Yang", "Matthew Leeke" ]
SARAD: Spatial Association-Aware Anomaly Detection and Diagnosis for Multivariate Time Series
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=gktA1Qycj9
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NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Qihang Fang", "Chengcheng Tang", "Bugra Tekin", "Yanchao Yang" ]
CigTime: Corrective Instruction Generation Through Inverse Motion Editing
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=gffaYDu9mM
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NeurIPS2024
null
null
null
null
null
null
null
null
null
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NaT
null
[ "Dongting Hu", "Huan Fu", "Jiaxian Guo", "Liuhua Peng", "Tingjin Chu", "Feng Liu", "Tongliang Liu", "Mingming Gong" ]
In-N-Out: Lifting 2D Diffusion Prior for 3D Object Removal via Tuning-Free Latents Alignment
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ge8GZn8Gtu
oral
NeurIPS2024
null
null
null
null
null
null
null
null
null
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NaT
null
[ "Xin Chen", "Anderson Ye Zhang" ]
Achieving Optimal Clustering in Gaussian Mixture Models with Anisotropic Covariance Structures
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=gYa94o5Gmq
poster
NeurIPS2024
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null
null
null
null
null
null
null
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NaT
null
[ "Hengfu Yu", "Jinhong Deng", "Wen Li", "Lixin Duan" ]
Towards Unsupervised Model Selection for Domain Adaptive Object Detection
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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=gW0znG5JCG
poster
NeurIPS2024
null
null
null
null
null
null
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NaT
null
[ "Daeho Um", "Ji Won Yoon", "Seong Jin Ahn", "Yunha Yeo" ]
Gene-Gene Relationship Modeling Based on Genetic Evidence for Single-Cell RNA-Seq Data Imputation
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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=gUEBXGV8JM
poster
NeurIPS2024
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null
null
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NaT
null
[ "Jianwei Zheng", "LiweiNo", "Ni Xu", "Junwei Zhu", "XiaoxuLin", "Xiaoqin Zhang" ]
Alias-Free Mamba Neural Operator
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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=gPtiGRaVcE
poster
NeurIPS2024
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NaT
null
[ "Haicang Zhou", "Weiming Huang", "Yile Chen", "Tiantian He", "Gao Cong", "Yew-Soon Ong" ]
Road Network Representation Learning with the Third Law of Geography
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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=gJxEiRcnao
poster
NeurIPS2024
null
null
null
null
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NaT
null
[ "Roy Abel", "Shimon Ullman" ]
Biologically-Inspired Learning Model for Instructed Vision
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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=gJbZyKGfd6
poster
NeurIPS2024
null
null
null
null
null
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NaT
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[ "Yang Yang", "Wendi Ren", "Shuang Li" ]
HyperLogic: Enhancing Diversity and Accuracy in Rule Learning with HyperNets
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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=gITGmIEinf
oral
NeurIPS2024
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NaT
null
[ "Praneeth Kacham", "David Woodruff" ]
Approximating the Top Eigenvector in Random Order Streams
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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=gHCFduRo7o
poster
NeurIPS2024
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null
null
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NaT
null
[ "Lucas Monteiro Paes", "Dennis Wei", "Flavio Calmon" ]
Selective Explanations
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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=gDpWYpocE1
poster
NeurIPS2024
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null
null
null
null
null
null
null
null
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NaT
null
[ "Daizong Liu", "Mingyu Yang", "Xiaoye Qu", "Pan Zhou", "Xiang Fang", "Keke Tang", "Yao Wan", "Lichao Sun" ]
Pandora's Box: Towards Building Universal Attackers against Real-World Large Vision-Language Models
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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=gC3BzNwqQp
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
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NaT
null
[ "Recep Yusuf Bekci" ]
Online Learning of Delayed Choices
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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=g8wnC1E1OS
poster
NeurIPS2024
null
null
null
null
null
null
null
null
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NaT
null
[ "Wenke Huang", "Mang Ye", "Zekun Shi", "Guancheng Wan", "He Li", "Bo Du" ]
Parameter Disparities Dissection for Backdoor Defense in Heterogeneous Federated Learning
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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=g5DyqerUpX
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
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NaT
null
[ "Shuchen Zhu", "Boao Kong", "Songtao Lu", "Xinmeng Huang", "Kun Yuan" ]
SPARKLE: A Unified Single-Loop Primal-Dual Framework for Decentralized Bilevel Optimization
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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=g3MbZOw0qO
poster
NeurIPS2024
null
null
null
null
null
null
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NaT
null
[ "Xiao Liu", "Muyang Lyu", "Cong Yu", "Si Wu" ]
To Learn or Not to Learn, That is the Question — A Feature-Task Dual Learning Model of Perceptual Learning
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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=g1HxCIc0wi
poster
NeurIPS2024
null
null
null
null
null
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NaT
null
[ "Scott Cheng", "Mahmut Kandemir", "Ding-Yong Hong" ]
Speculative Monte-Carlo Tree Search
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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=g0G8DQSBcj
poster
NeurIPS2024
null
null
null
null
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null
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NaT
null
[ "Pouya M. Ghari", "Alex M Tseng", "Gökcen Eraslan", "Romain Lopez", "Tommaso Biancalani", "Gabriele Scalia", "Ehsan Hajiramezanali" ]
GFlowNet Assisted Biological Sequence Editing
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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=fzlMza6dRZ
poster
NeurIPS2024
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null
null
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NaT
null
[ "Burouj Armgaan", "Manthan Dalmia", "Sourav Medya", "Sayan Ranu" ]
GraphTrail: Translating GNN Predictions into Human-Interpretable Logical Rules
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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=fyYrZbWtNz
poster
NeurIPS2024
null
null
null
null
null
null
null
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NaT
null
[ "Wei Yu", "Bowen Yang", "Qinglin Liu", "Jianing Li", "Shengping Zhang", "Xiangyang Ji" ]
Rethinking Imbalance in Image Super-Resolution for Efficient Inference
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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=fu0xdh4aEJ
oral
NeurIPS2024
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NaT
null
[ "Michal Nauman", "Mateusz Ostaszewski", "Krzysztof Jankowski", "Piotr Miłoś", "Marek Cygan" ]
Bigger, Regularized, Optimistic: scaling for compute and sample efficient continuous control
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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ftqjwZQz10
poster
NeurIPS2024
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NaT
null
[ "Taesik Gong", "Fahim Kawsar", "Chulhong Min" ]
DEX: Data Channel Extension for Efficient CNN Inference on Tiny AI Accelerators
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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=fs28jccJj5
poster
NeurIPS2024
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null
null
null
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NaT
null
[ "Sangwoo Hwang", "Seunghyun Lee", "Dahoon Park", "Donghun Lee", "Jaeha Kung" ]
SpikedAttention: Training-Free and Fully Spike-Driven Transformer-to-SNN Conversion with Winner-Oriented Spike Shift for Softmax Operation
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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=fpOnUMjLiO
poster
NeurIPS2024
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null
null
null
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NaT
null
[ "Jim Zhao", "Sidak Pal Singh", "Aurelien Lucchi" ]
Theoretical Characterisation of the Gauss Newton Conditioning in Neural Networks
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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=fkuseU0nJs
poster
NeurIPS2024
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NaT
null
[ "Sam Griesemer", "Defu Cao", "Zijun Cui", "Carolina Osorio", "Yan Liu" ]
Active Sequential Posterior Estimation for Sample-Efficient Simulation-Based Inference
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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=fkbMlfDBxm
oral
NeurIPS2024
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NaT
null
[ "Chaoqi Chen", "Luyao Tang", "Hui Huang" ]
Reconstruct and Match: Out-of-Distribution Robustness via Topological Homogeneity
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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=fjLCqicn64
poster
NeurIPS2024
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NaT
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[ "Shuo Yu", "Shan Jin", "Ming Li", "Tabinda Sarwar", "Feng Xia" ]
Long-range Brain Graph Transformer
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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ferj6WqShv
poster
NeurIPS2024
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NaT
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[ "Haoyang Luo", "Zheng Zhang", "Yadan Luo" ]
Exploiting Descriptive Completeness Prior for Cross Modal Hashing with Incomplete Labels
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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=faj2EBhdHC
poster
NeurIPS2024
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null
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NaT
null
[ "Arseny Skryagin", "Felix Divo", "Mohammad Amin Ali", "Devendra Singh Dhami", "Kristian Kersting" ]
Graph Neural Networks Need Cluster-Normalize-Activate Modules
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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=fWQhXdeuSG
poster
NeurIPS2024
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null
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NaT
null
[ "Xiaobin Li", "Kai Wu", "Yujian Betterest Li", "Xiaoyu Zhang", "Handing Wang", "Jing Liu" ]
Pretrained Optimization Model for Zero-Shot Black Box Optimization
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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=fUBFy8tb3z
poster
NeurIPS2024
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null
null
null
null
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NaT
null
[ "Pengfei Yao", "Yinglong Zhu", "Huikun Bi", "Tianlu Mao", "Zhaoqi Wang" ]
TrajCLIP: Pedestrian trajectory prediction method using contrastive learning and idempotent networks
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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=fOQunr2E0T
oral
NeurIPS2024
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NaT
null
[ "Paul Soulos", "Henry Conklin", "Mattia Opper", "Paul Smolensky", "Jianfeng Gao", "Roland Fernandez" ]
Compositional Generalization Across Distributional Shifts with Sparse Tree Operations
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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=fNakQltI1N
oral
NeurIPS2024
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NaT
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[ "Xi Zhang", "Yuan Pu", "Yuki Kawamura", "Andrew Loza", "Yoshua Bengio", "Dennis Shung", "Alexander Tong" ]
Trajectory Flow Matching with Applications to Clinical Time Series Modelling
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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=fMdrBucZnj
poster
NeurIPS2024
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null
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NaT
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[ "Marcel Kollovieh", "Bertrand Charpentier", "Daniel Zügner", "Stephan Günnemann" ]
Expected Probabilistic Hierarchies
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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=fMWrTAe5Iy
poster
NeurIPS2024
null
null
null
null
null
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NaT
https://github.com/ruyi-zha/r2_gaussian
[ "Ruyi Zha", "Tao Jun Lin", "Yuanhao Cai", "Jiwen Cao", "Yanhao Zhang", "Hongdong Li" ]
R^2-Gaussian: Rectifying Radiative Gaussian Splatting for Tomographic Reconstruction
56
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=fIz8K4DJ7w
poster
NeurIPS2024
null
null
null
null
null
null
null
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NaT
null
[ "Zhichao Chen", "Haoxuan Li", "Fangyikang Wang", "Odin Zhang", "Hu Xu", "Xiaoyu Jiang", "Zhihuan Song", "Hao Wang" ]
Rethinking the Diffusion Models for Missing Data Imputation: A Gradient Flow Perspective
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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=fEvUEBbEjb
poster
NeurIPS2024
null
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null
null
null
null
null
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null
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NaT
null
[ "Zhen Chen", "Yi Zhang", "Fu Wang", "Xingyu Zhao", "Xiaowei Huang", "Wenjie Ruan" ]
TARP-VP: Towards Evaluation of Transferred Adversarial Robustness and Privacy on Label Mapping Visual Prompting Models
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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=fC2SV2sQ8J
poster
NeurIPS2024
null
null
null
null
null
null
null
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NaT
null
[ "Yuhang Li", "Changsheng Li", "Ruilin Lv", "Rongqing Li", "Ye Yuan", "Guoren Wang" ]
LaKD: Length-agnostic Knowledge Distillation for Trajectory Prediction with Any Length Observations
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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=fAnubdSFpn
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
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NaT
null
[ "Siyuan Zhang", "Linbo Xie" ]
A PID Controller Approach for Adaptive Probability-dependent Gradient Decay in Model Calibration
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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=fA3RMMl8ii
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
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NaT
null
[ "Ruihan Gao", "Kangle Deng", "Gengshan Yang", "Wenzhen Yuan", "Jun-Yan Zhu" ]
Tactile DreamFusion: Exploiting Tactile Sensing for 3D Generation
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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=f8MrWxlnRz
poster
NeurIPS2024
null
null
null
null
null
null
null
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NaT
null
[ "Dingrong Wang", "Hitesh Sapkota", "Qi Yu" ]
Adaptive Important Region Selection with Reinforced Hierarchical Search for Dense Object Detection
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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=f829mkQMUg
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
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NaT
null
[ "Ruihao Zheng", "Zhenkun Wang" ]
Boundary Decomposition for Nadir Objective Vector Estimation
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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=f63DKIpx0I
poster
NeurIPS2024
null
null
null
null
null
null
null
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NaT
null
[ "Paulius Rauba", "Nabeel Seedat", "Krzysztof Kacprzyk", "Mihaela van der Schaar" ]
Self-Healing Machine Learning: A Framework for Autonomous Adaptation in Real-World Environments
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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=euQ0C4iS7O
poster
NeurIPS2024
null
null
null
null
null
null
null
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NaT
null
[ "Ruofeng Yang", "Zhijie Wang", "Bo Jiang", "Shuai Li" ]
Leveraging Drift to Improve Sample Complexity of Variance Exploding Diffusion Models
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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=esTPCUJZhe
poster
NeurIPS2024
null
null
null
null
null
null
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NaT
null
[ "Alex Elenter", "Spyros Angelopoulos", "Christoph Dürr", "Yanni LEFKI" ]
Overcoming Brittleness in Pareto-Optimal Learning Augmented Algorithms
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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ehfCxpDsrw
poster
NeurIPS2024
null
null
null
null
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null
null
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NaT
null
[ "Hao Deng", "Kunlei Jing", "Shengmei Chen", "Cheng Liu", "Jiawei Ru", "Bo Jiang", "Lin Wang" ]
LinNet: Linear Network for Efficient Point Cloud Representation Learning
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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=eYNYnYle41
poster
NeurIPS2024
null
null
null
null
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NaT
null
[ "Haiyang Huang", "Yingfan Wang", "Cynthia Rudin" ]
Navigating the Effect of Parametrization for Dimensionality Reduction
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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=eXNyq8FGSz
poster
NeurIPS2024
null
null
null
null
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null
null
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NaT
null
[ "Ilias Diakonikolas", "Daniel Kane", "Mingchen Ma" ]
Active Learning of General Halfspaces: Label Queries vs Membership Queries
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