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NeurIPS.cc/2024/Conference
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NeurIPS2024
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[
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Avoiding Undesired Future with Minimal Cost in Non-Stationary Environments
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https://openreview.net/forum?id=ygDl8q02gA
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NeurIPS2024
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Optimal Algorithms for Learning Partitions with Faulty Oracles
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https://openreview.net/forum?id=yeFx5NQmr7
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Learning 3D Garment Animation from Trajectories of A Piece of Cloth
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=ybiUVIxJth
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NeurIPS2024
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Policy Aggregation
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https://openreview.net/forum?id=yXW2dCTQdi
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Controlled maximal variability along with reliable performance in recurrent neural networks
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https://openreview.net/forum?id=yUckuDjAE0
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https://openreview.net/forum?id=yURca4wi2L
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Toward a Stable, Fair, and Comprehensive Evaluation of Object Hallucination in Large Vision-Language Models
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NeurIPS2024
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Local Curvature Smoothing with Stein's Identity for Efficient Score Matching
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AUC Maximization under Positive Distribution Shift
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https://openreview.net/forum?id=yO5DVyCHZR
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https://openreview.net/forum?id=y9sHKrdnRt
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https://openreview.net/forum?id=y7oxY5pq4j
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RobIR: Robust Inverse Rendering for High-Illumination Scenes
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https://openreview.net/forum?id=xvTMc9Ovx3
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https://openreview.net/forum?id=xW6ga9i4eA
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NeurIPS2024
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[
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Solving Inverse Problems via Diffusion Optimal Control
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"Juncai He",
"Lian Zhang",
"Haizhou Li",
"Benyou Wang",
"Jinchao Xu"
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Alignment at Pre-training! Towards Native Alignment for Arabic LLMs
| null |
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NaT
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[
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KFNN: K-Free Nearest Neighbor For Crowdsourcing
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https://openreview.net/forum?id=wm9JZq7RCe
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oral
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An Analysis of Tokenization: Transformers under Markov Data
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https://openreview.net/forum?id=wgpmDyJgsg
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Sparse-view Pose Estimation and Reconstruction via Analysis by Generative Synthesis
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https://openreview.net/forum?id=wduRaBDRBS
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Video Token Merging for Long Video Understanding
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[
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LiT: Unifying LiDAR "Languages" with LiDAR Translator
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NaT
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[
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"Changliang Zou"
] |
Real-Time Selection Under General Constraints via Predictive Inference
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[
"Xiaohe Bo",
"Zeyu Zhang",
"Quanyu Dai",
"Xueyang Feng",
"Lei Wang",
"Rui Li",
"Xu Chen",
"Ji-Rong Wen"
] |
Reflective Multi-Agent Collaboration based on Large Language Models
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https://openreview.net/forum?id=wQpNG9JnPK
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NaT
| null |
[
"Zhikang Chen",
"Min Zhang",
"Sen Cui",
"Haoxuan Li",
"Gang Niu",
"Mingming Gong",
"Changshui Zhang",
"Kun Zhang"
] |
Neural Collapse Inspired Feature Alignment for Out-of-Distribution Generalization
| null |
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https://openreview.net/forum?id=wK0Z49myyi
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NaT
| null |
[
"Liqiang Lin",
"Wenpeng Wu",
"Chi-Wing Fu",
"Hao Zhang",
"Hui Huang"
] |
CRAYM: Neural Field Optimization via Camera RAY Matching
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https://openreview.net/forum?id=wHFaAH3E8z
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NaT
| null |
[
"Xiao Tan",
"Yiqin Wang",
"Yangyang Shen",
"Dian Shen",
"Meng Wang",
"Peibo Duan",
"Beilun Wang"
] |
FasMe: Fast and Sample-efficient Meta Estimator for Precision Matrix Learning in Small Sample Settings
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https://openreview.net/forum?id=wDDvJzvvBR
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NaT
| null |
[
"Bhavika Suresh Devnani",
"Skyler Seto",
"Zakaria Aldeneh",
"Alessandro Toso",
"YELENA MENYAYLENKO",
"Barry-John Theobald",
"Jonathan Sheaffer",
"Miguel Sarabia"
] |
Learning Spatially-Aware Language and Audio Embeddings
| null |
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https://openreview.net/forum?id=wBtmN8SZ2B
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NaT
| null |
[
"Aditya Sinha",
"Siqi Zeng",
"Makoto Yamada",
"Han Zhao"
] |
Learning Structured Representations with Hyperbolic Embeddings
| null |
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https://openreview.net/forum?id=wAqdvcK1Fv
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NeurIPS2024
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NaT
| null |
[
"Tobias Schröder",
"Zijing Ou",
"Yingzhen Li",
"Andrew B. Duncan"
] |
Energy-Based Modelling for Discrete and Mixed Data via Heat Equations on Structured Spaces
| null |
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https://openreview.net/forum?id=w3JCTBRduf
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NeurIPS2024
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NaT
| null |
[
"Nikos Tsikouras",
"Constantine Caramanis",
"Christos Tzamos"
] |
Optimization Can Learn Johnson Lindenstrauss Embeddings
| null |
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https://openreview.net/forum?id=w2L3Ll1jbV
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NaT
| null |
[
"Austin Watkins",
"Thanh Nguyen-Tang",
"Enayat Ullah",
"Raman Arora"
] |
Adversarially Robust Multi-task Representation Learning
| null |
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https://openreview.net/forum?id=w28i9oe9Xr
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NeurIPS2024
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NaT
| null |
[
"Jiajie Tao",
"Hao Ni",
"Chong Liu"
] |
High Rank Path Development: an approach to learning the filtration of stochastic processes
| null |
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https://openreview.net/forum?id=vymkuBMLlh
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poster
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NeurIPS2024
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NaT
|
https://github.com/musfiqshohan/idgen
|
[
"Md Musfiqur Rahman",
"Matt Jordan",
"Murat Kocaoglu"
] |
Conditional Generative Models are Sufficient to Sample from Any Causal Effect Estimand
| 0 |
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https://openreview.net/forum?id=vx4NgdyyVG
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NeurIPS2024
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NaT
| null |
[
"Jiaan Luo",
"Feng Hong",
"Jiangchao Yao",
"Bo Han",
"Ya Zhang",
"Yanfeng Wang"
] |
Revive Re-weighting in Imbalanced Learning by Density Ratio Estimation
| null |
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https://openreview.net/forum?id=vvpewjtnvm
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NaT
| null |
[
"Zhiwei Li",
"Yiqiu LI",
"Binbin Lin",
"Zhongming Jin",
"WEIZHONG ZHANG"
] |
Low Precision Local Training is Enough for Federated Learning
| null |
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https://openreview.net/forum?id=vt2qkE1Oax
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oral
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NeurIPS2024
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NaT
| null |
[
"Laurynas Karazija",
"Iro Laina",
"Christian Rupprecht",
"Andrea Vedaldi"
] |
Learning Segmentation from Point Trajectories
| null |
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https://openreview.net/forum?id=voJCpdlw53
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NeurIPS2024
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NaT
| null |
[
"Jingjing Ren",
"Wenbo Li",
"Haoyu Chen",
"Renjing Pei",
"Bin Shao",
"Yong Guo",
"Long Peng",
"Fenglong Song",
"Lei Zhu"
] |
UltraPixel: Advancing Ultra High-Resolution Image Synthesis to New Peaks
| null |
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https://openreview.net/forum?id=vo5LONGAdo
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NaT
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[
"Gongfan Fang",
"Xinyin Ma",
"Xinchao Wang"
] |
Remix-DiT: Mixing Diffusion Transformers for Multi-Expert Denoising
| null |
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https://openreview.net/forum?id=vjsd8Bcipv
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NaT
| null |
[
"Jialiang Wang",
"Xiong Zhou",
"Deming Zhai",
"Junjun Jiang",
"Xiangyang Ji",
"Xianming Liu"
] |
ϵ-Softmax: Approximating One-Hot Vectors for Mitigating Label Noise
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https://openreview.net/forum?id=veMnGKXvTx
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NaT
| null |
[
"Huatian Zhang",
"Lei Zhang",
"Yongdong Zhang",
"Zhendong Mao"
] |
Homology Consistency Constrained Efficient Tuning for Vision-Language Models
| null |
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https://openreview.net/forum?id=vcGEV6m5m2
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NaT
| null |
[
"Diwen Wan",
"Yuxiang Wang",
"Ruijie Lu",
"Gang Zeng"
] |
Template-free Articulated Gaussian Splatting for Real-time Reposable Dynamic View Synthesis
| null |
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https://openreview.net/forum?id=vYUx8j5KK2
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NaT
| null |
[
"Yeonguk Yu",
"Minhwan Ko",
"Sungho Shin",
"Kangmin Kim",
"Kyoobin Lee"
] |
Curriculum Fine-tuning of Vision Foundation Model for Medical Image Classification Under Label Noise
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https://openreview.net/forum?id=vU512K8vrR
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NaT
| null |
[
"Wenjun Ke",
"Jiahao Wang",
"Peng Wang",
"Jiajun Liu",
"Dong Nie",
"Guozheng Li",
"Yining Li"
] |
Unveiling LoRA Intrinsic Ranks via Salience Analysis
| null |
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https://openreview.net/forum?id=vU1SiBb57j
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NaT
| null |
[
"Zechu Li",
"Rickmer Krohn",
"Tao Chen",
"Anurag Ajay",
"Pulkit Agrawal",
"Georgia Chalvatzaki"
] |
Learning Multimodal Behaviors from Scratch with Diffusion Policy Gradient
| null |
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https://openreview.net/forum?id=vJSNsSFO95
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NaT
| null |
[
"Chenxin Li",
"Yuzhihuang",
"Wuyang Li",
"Hengyu Liu",
"Xinyu Liu",
"Qing Xu",
"Zhen Chen",
"Yue Huang",
"Yixuan Yuan"
] |
Flaws can be Applause: Unleashing Potential of Segmenting Ambiguous Objects in SAM
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https://openreview.net/forum?id=vJLTcCBZVT
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NaT
| null |
[
"Saachi Jain",
"Kimia Hamidieh",
"Kristian Georgiev",
"Andrew Ilyas",
"Marzyeh Ghassemi",
"Aleksander Madry"
] |
Improving Subgroup Robustness via Data Selection
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https://openreview.net/forum?id=vDlj3veE9a
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[
"Gregory Dexter",
"Petros Drineas",
"Rajiv Khanna"
] |
The Space Complexity of Approximating Logistic Loss
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https://openreview.net/forum?id=vCIc9BXzze
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[
"Ziyi Zhou",
"Xinwei Guo",
"Jiashi Gao",
"Xiangyu Zhao",
"Shiyao Zhang",
"Xin Yao",
"Xuetao Wei"
] |
Unveiling the Bias Impact on Symmetric Moral Consistency of Large Language Models
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https://openreview.net/forum?id=vBGMbFgvsX
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[
"Chi-Chang Lee",
"Zhang-Wei Hong",
"Pulkit Agrawal"
] |
Going Beyond Heuristics by Imposing Policy Improvement as a Constraint
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[
"Daniel Chee Hian Tan",
"David Chanin",
"Aengus Lynch",
"Brooks Paige",
"Dimitrios Kanoulas",
"Adrià Garriga-Alonso",
"Robert Kirk"
] |
Analysing the Generalisation and Reliability of Steering Vectors
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https://openreview.net/forum?id=v8RRFNbJ43
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[
"Narine Kokhlikyan",
"Bargav Jayaraman",
"Florian Bordes",
"Chuan Guo",
"Kamalika Chaudhuri"
] |
Measuring Dejavu Memorization Efficiently
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https://openreview.net/forum?id=v4dXL3LsGX
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[
"Yancheng Liang",
"Daphne Chen",
"Abhishek Gupta",
"Simon Shaolei Du",
"Natasha Jaques"
] |
Learning to Cooperate with Humans using Generative Agents
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https://openreview.net/forum?id=v1kpc060aC
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[
"Tehila Dahan",
"Kfir Yehuda Levy"
] |
Weight for Robustness: A Comprehensive Approach towards Optimal Fault-Tolerant Asynchronous ML
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https://openreview.net/forum?id=uyqjpycMbU
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NaT
| null |
[
"Arvind Murari Vepa",
"ZUKANG YANG",
"Andrew Choi",
"Jungseock Joo",
"Fabien Scalzo",
"Yizhou Sun"
] |
Integrating Deep Metric Learning with Coreset for Active Learning in 3D Segmentation
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https://openreview.net/forum?id=uuQQwrjMzb
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NaT
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[
"Daksh Mittal",
"Yuanzhe Ma",
"Shalmali Joshi",
"Hongseok Namkoong"
] |
Adaptive Labeling for Efficient Out-of-distribution Model Evaluation
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NaT
| null |
[
"Song Wang",
"Zihan Chen",
"Chengshuai Shi",
"Cong Shen",
"Jundong Li"
] |
Mixture of Demonstrations for In-Context Learning
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[
"Shantanu Jaiswal",
"Debaditya Roy",
"Basura Fernando",
"Cheston Tan"
] |
Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios
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https://openreview.net/forum?id=umukvCdGI6
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| null |
[
"Kuan-Yu Chen",
"Ping-Han Chiang",
"Hsin-Rung Chou",
"Chih-Sheng Chen",
"Tien-Hao Chang"
] |
DOFEN: Deep Oblivious Forest ENsemble
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https://openreview.net/forum?id=ujk0XrNTQZ
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[
"Ronak Mehta",
"Jelena Diakonikolas",
"Zaid Harchaoui"
] |
Drago: Primal-Dual Coupled Variance Reduction for Faster Distributionally Robust Optimization
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NaT
| null |
[
"Chuyang Zhao",
"YuXin Song",
"Junru Chen",
"KANG RONG",
"Haocheng Feng",
"Gang Zhang",
"Shufan Ji",
"Jingdong Wang",
"Errui Ding",
"Yifan Sun"
] |
Octopus: A Multi-modal LLM with Parallel Recognition and Sequential Understanding
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https://openreview.net/forum?id=ufPPf9ghzP
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NaT
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[
"Shivvrat Arya",
"Tahrima Rahman",
"Vibhav Giridhar Gogate"
] |
A Neural Network Approach for Efficiently Answering Most Probable Explanation Queries in Probabilistic Models
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https://openreview.net/forum?id=udTwwF7tks
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NaT
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[
"Ashwin Ramachandran",
"Vaibhav Raj",
"Indradyumna Roy",
"Soumen Chakrabarti",
"Abir De"
] |
Iteratively Refined Early Interaction Alignment for Subgraph Matching based Graph Retrieval
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https://openreview.net/forum?id=uatPOPWzzU
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NaT
| null |
[
"Rui Duan",
"Mingjian Guang",
"Junli Wang",
"Chungang Yan",
"Hongda Qi",
"Wenkang Su",
"Can Tian",
"Haoran Yang"
] |
Unifying Homophily and Heterophily for Spectral Graph Neural Networks via Triple Filter Ensembles
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https://openreview.net/forum?id=uYZTzcHaQB
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NaT
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[
"Mingyang Zhou",
"Weiji Cao",
"Hao Liao",
"Rui Mao"
] |
Motif-oriented influence maximization for viral marketing in large-scale social networks
| null |
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https://openreview.net/forum?id=uLGyoBn7hm
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[
"Adam Li",
"Yushu Pan",
"Elias Bareinboim"
] |
Disentangled Representation Learning in Non-Markovian Causal Systems
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NaT
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[
"Eszter Szekely",
"Lorenzo Bardone",
"Federica Gerace",
"Sebastian Goldt"
] |
Learning from higher-order correlations, efficiently: hypothesis tests, random features, and neural networks
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[
"Alexis Bellot",
"Silvia Chiappa"
] |
Towards Estimating Bounds on the Effect of Policies under Unobserved Confounding
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NaT
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[
"Rongzhen Wang",
"Chenyu Zheng",
"Guoqiang Wu",
"Xu Min",
"Xiaolu Zhang",
"JUN ZHOU",
"Chongxuan Li"
] |
Lower Bounds of Uniform Stability in Gradient-Based Bilevel Algorithms for Hyperparameter Optimization
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https://github.com/uiuc-focal-lab/ramp
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[
"Enyi Jiang",
"Gagandeep Singh"
] |
RAMP: Boosting Adversarial Robustness Against Multiple l_p Perturbations for Universal Robustness
| 2 |
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https://openreview.net/forum?id=tuiqq1G8I5
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NaT
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[
"Chaitanya Murti",
"Chiranjib Bhattacharyya"
] |
DisCEdit: Model Editing by Identifying Discriminative Components
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NaT
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[
"Lei Zhu",
"Xinjiang Wang",
"Wayne Zhang",
"Rynson W. H. Lau"
] |
Revisiting the Integration of Convolution and Attention for Vision Backbone
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NaT
| null |
[
"Junxian Wu",
"Xinyi Ke",
"Xiaoming Jiang",
"Huanwen Wu",
"Youyong Kong",
"Lizhi Shao"
] |
Leveraging Tumor Heterogeneity: Heterogeneous Graph Representation Learning for Cancer Survival Prediction in Whole Slide Images
| null |
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=tnh4LK72yj
|
oral
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Zhongchao Yi",
"Zhengyang Zhou",
"Qihe Huang",
"Yanjiang Chen",
"Liheng Yu",
"Xu Wang",
"Yang Wang"
] |
Get Rid of Isolation: A Continuous Multi-task Spatio-Temporal Learning Framework
| null |
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