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IAMJB
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paper_conference_aggregate

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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=MxdyGXoK9h
poster
Boosting Weakly Supervised Referring Image Segmentation via Progressive Comprehension
[ "Zaiquan Yang", "Yuhao LIU", "Jiaying Lin", "Gerhard Petrus Hancke", "Rynson W. H. Lau" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=MxWpCherzD
poster
2411.11819
Equivariant spatio-hemispherical networks for diffusion MRI deconvolution
[ "Axel Elaldi", "Guido Gerig", "Neel Dey" ]
[ "https://github.com/axelelaldi/fast-equivariant-deconv" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=MxF0IKJtKW
poster
SlimGPT: Layer-wise Structured Pruning for Large Language Models
[ "Gui Ling", "Ziyang Wang", "YuliangYan", "Qingwen Liu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=MwmmBg1VYg
poster
2405.18415
Why are Visually-Grounded Language Models Bad at Image Classification?
[ "Yuhui Zhang", "Alyssa Unell", "Xiaohan Wang", "Dhruba Ghosh", "Yuchang Su", "Ludwig Schmidt", "Serena Yeung-Levy" ]
https://huggingface.co/papers/2405.18415
[ "https://github.com/yuhui-zh15/vlmclassifier" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Mwj57TcHWX
oral
2402.05421
DiffTORI: Differentiable Trajectory Optimization for Deep Reinforcement and Imitation Learning
[ "Weikang Wan", "Ziyu Wang", "Yufei Wang", "Zackory Erickson", "David Held" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=MwJo3zuiTm
poster
2410.19321
Free-Rider and Conflict Aware Collaboration Formation for Cross-Silo Federated Learning
[ "Mengmeng Chen", "Xiaohu Wu", "Xiaoli Tang", "Tiantian He", "Yew-Soon Ong", "QIQI LIU", "Qicheng Lao", "Han Yu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=MwFeh4RqvA
poster
2411.10913
Generating compositional scenes via Text-to-image RGBA Instance Generation
[ "Alessandro Fontanella", "Petru-Daniel Tudosiu", "Yongxin Yang", "Shifeng Zhang", "Sarah Parisot" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=MvjLRFntW6
poster
2406.08074
A Concept-Based Explainability Framework for Large Multimodal Models
[ "Jayneel Parekh", "Pegah KHAYATAN", "Mustafa Shukor", "Alasdair Newson", "Matthieu Cord" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=MuPlJ9fT4b
poster
2402.15734
Data-Efficient Operator Learning via Unsupervised Pretraining and In-Context Learning
[ "Wuyang Chen", "Jialin Song", "Pu Ren", "Shashank Subramanian", "Dmitriy Morozov", "Michael W. Mahoney" ]
[ "https://github.com/delta-lab-ai/data_efficient_nopt" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Mtsi1eDdbH
poster
2407.12710
A Unifying Post-Processing Framework for Multi-Objective Learn-to-Defer Problems
[ "Mohammad-Amin Charusaie", "Samira Samadi" ]
[ "https://github.com/aminchrs/postprocess" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=MtRvzJBsBA
poster
2406.09371
LRM-Zero: Training Large Reconstruction Models with Synthesized Data
[ "Desai Xie", "Sai Bi", "Zhixin Shu", "Kai Zhang", "Zexiang Xu", "Yi Zhou", "Soren Pirk", "Arie Kaufman", "Xin Sun", "Hao Tan" ]
https://huggingface.co/papers/2406.09371
[ "https://github.com/desaixie/zeroverse" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=MsUf8kpKTF
oral
2405.19153
A Study of Plasticity Loss in On-Policy Deep Reinforcement Learning
[ "Arthur Juliani", "Jordan T. Ash" ]
[ "https://github.com/awjuliani/deep-rl-plasticity" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Mrs9a1XQAp
poster
2406.10011
Beyond Slow Signs in High-fidelity Model Extraction
[ "Hanna Foerster", "Robert D. Mullins", "Ilia Shumailov", "Jamie Hayes" ]
[ "https://github.com/hannafoe/cryptanalytical-extraction" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Mqx2gquLk0
poster
2411.00707
Learning in Markov Games with Adaptive Adversaries: Policy Regret, Fundamental Barriers, and Efficient Algorithms
[ "Thanh Nguyen-Tang", "Raman Arora" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=MqeCU0tXAY
poster
CLIPCEIL: Domain Generalization through CLIP via Channel rEfinement and Image-text aLignment
[ "Xi Yu", "Shinjae Yoo", "Yuewei Lin" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=MocRdX0n7B
poster
You Only Look Around: Learning Illumination-Invariant Feature for Low-light Object Detection
[ "MingboHong", "Shen Cheng", "Haibin Huang", "Haoqiang Fan", "Shuaicheng Liu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=MncgmW8b6q
poster
Unsupervised Discovery of Formulas for Mathematical Constants
[ "Michael Shalyt", "Uri Seligmann", "Itay Beit Halachmi", "Ofir David", "Rotem Elimelech", "Ido Kaminer" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Mmcy1p15Hc
poster
2409.18269
Intrinsic Robustness of Prophet Inequality to Strategic Reward Signaling
[ "Wei Tang", "Haifeng Xu", "Ruimin Zhang", "Derek Zhu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=MlADRQI0Wf
poster
Implicit Regularization of Decentralized Gradient Descent for Sparse Regression
[ "Tongle Wu", "Ying Sun" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Mktgayam7U
poster
2410.23952
Scalable Kernel Inverse Optimization
[ "Youyuan Long", "Tolga Ok", "Pedro Zattoni Scroccaro", "Peyman Mohajerin Esfahani" ]
[ "https://github.com/Longyouyuan/Scalable-Kernel-Inverse-Optimization" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=MjD9Y05Q6i
poster
2410.10308
LG-CAV: Train Any Concept Activation Vector with Language Guidance
[ "Qihan Huang", "Jie Song", "Mengqi Xue", "Haofei Zhang", "Bingde Hu", "Huiqiong Wang", "Hao Jiang", "Xingen Wang", "Mingli Song" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=MihOCXte41
poster
2410.23788
EDT: An Efficient Diffusion Transformer Framework Inspired by Human-like Sketching
[ "Xinwang Chen", "Ning Liu", "Yichen Zhu", "Feifei Feng", "Jian Tang" ]
[ "https://github.com/xinwangchen/edt" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Mi853QaJx6
poster
2406.10248
On the Worst Prompt Performance of Large Language Models
[ "Bowen Cao", "Deng Cai", "Zhisong Zhang", "Yuexian Zou", "Wai Lam" ]
[ "https://github.com/bwcao/robustalpacaeval" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=MhWaMOkoN3
poster
2410.02164
Universality in Transfer Learning for Linear Models
[ "Reza Ghane", "Danil Akhtiamov", "Babak Hassibi" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=MfGRUVFtn9
poster
2405.20291
Unveiling and Mitigating Backdoor Vulnerabilities based on Unlearning Weight Changes and Backdoor Activeness
[ "Weilin Lin", "Li Liu", "Shaokui Wei", "Jianze Li", "Hui Xiong" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=MelYGfpy4x
poster
Robust group and simultaneous inferences for high-dimensional single index model
[ "Weichao Yang", "Hongwei Shi", "Xu Guo", "Changliang Zou" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=MeCC0Is5hs
poster
2411.05993
A Modular Conditional Diffusion Framework for Image Reconstruction
[ "Magauiya Zhussip", "Iaroslav Sergeevich Koshelev", "Stamatios Lefkimmiatis" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Me5esZTRqW
poster
2405.19231
Covariate Shift Corrected Conditional Randomization Test
[ "Bowen Xu", "Yiwen Huang", "Chuan Hong", "Shuangning Li", "Molei Liu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=MdmzAezNHq
poster
Differential Privacy in Scalable General Kernel Learning via K-means Nyström Random Features
[ "Bonwoo Lee", "Jeongyoun Ahn", "Cheolwoo Park" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=McrzOo0hwr
poster
2410.22788
Theoretical Investigations and Practical Enhancements on Tail Task Risk Minimization in Meta Learning
[ "Yiqin Lv", "Cheems Wang", "Dong Liang", "Zheng Xie" ]
[ "https://github.com/lvyiqin/DRMAML" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=MbZuh8L0Xg
poster
2407.06494
DiffPhyCon: A Generative Approach to Control Complex Physical Systems
[ "Long Wei", "Peiyan Hu", "Ruiqi Feng", "Haodong Feng", "Yixuan Du", "Tao Zhang", "Rui Wang", "Yue Wang", "Zhi-Ming Ma", "Tailin Wu" ]
[ "https://github.com/ai4science-westlakeu/diffphycon" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=MbEB5aKmMK
poster
Online Composite Optimization Between Stochastic and Adversarial Environments
[ "Yibo Wang", "Sijia Chen", "Wei Jiang", "Wenhao Yang", "Yuanyu Wan", "Lijun Zhang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=MaDykgj4Ru
poster
2406.11675
BLoB: Bayesian Low-Rank Adaptation by Backpropagation for Large Language Models
[ "Yibin Wang", "Haizhou Shi", "Ligong Han", "Dimitris N. Metaxas", "Hao Wang" ]
[ "https://github.com/wang-ml-lab/bayesian-peft" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Ma0993KZlq
oral
Active Classification with Few Queries under Misspecification
[ "Vasilis Kontonis", "Mingchen Ma", "Christos Tzamos" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=MZ47wPr6C3
poster
2401.00308
On Sparse Canonical Correlation Analysis
[ "Yongchun Li", "Santanu Dey", "Weijun Xie" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=MYI443zCvv
poster
DEPrune: Depth-wise Separable Convolution Pruning for Maximizing GPU Parallelism
[ "Cheonjun Park", "Mincheol Park", "Hyunchan Moon", "Myung Kuk Yoon", "Seokjin Go", "Suhyun Kim", "Won Woo Ro" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=MXzr10iX2d
poster
TopoLogic: An Interpretable Pipeline for Lane Topology Reasoning on Driving Scenes
[ "Yanping Fu", "Wenbin Liao", "Xinyuan Liu", "Hang Xu", "Yike Ma", "Yucheng Zhang", "Feng Dai" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=MXze4H7opg
poster
SLTrain: a sparse plus low rank approach for parameter and memory efficient pretraining
[ "Andi Han", "Jiaxiang Li", "Wei Huang", "Mingyi Hong", "Akiko Takeda", "Pratik Jawanpuria", "Bamdev Mishra" ]
[ "https://github.com/andyjm3/SLTrain" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=MXY0qsGgeO
poster
2406.04312
ReNO: Enhancing One-step Text-to-Image Models through Reward-based Noise Optimization
[ "Luca Eyring", "Shyamgopal Karthik", "Karsten Roth", "Alexey Dosovitskiy", "Zeynep Akata" ]
https://huggingface.co/papers/2406.04312
[ "https://github.com/explainableml/reno" ]
[ "fffiloni/ReNO" ]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=MXRO5kukST
poster
SAND: Smooth imputation of sparse and noisy functional data with Transformer networks
[ "Ju-Sheng Hong", "Junwen Yao", "Jonas Mueller", "Jane-Ling Wang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=MXOzgjlWDF
poster
Structured Unrestricted-Rank Matrices for Parameter Efficient Finetuning
[ "Arijit Sehanobish", "Kumar Avinava Dubey", "Krzysztof Marcin Choromanski", "Somnath Basu Roy Chowdhury", "Deepali Jain", "Vikas Sindhwani", "Snigdha Chaturvedi" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=MWHRxKz4mq
poster
2405.13888
Marrying Causal Representation Learning with Dynamical Systems for Science
[ "Dingling Yao", "Caroline Muller", "Francesco Locatello" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=MU27zjHBcW
poster
DePLM: Denoising Protein Language Models for Property Optimization
[ "Zeyuan Wang", "Keyan Ding", "Ming Qin", "Xiaotong Li", "Xiang Zhuang", "Yu Zhao", "Jianhua Yao", "Qiang Zhang", "Huajun Chen" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=MTMShU5QaC
poster
2404.04465
Aligning Diffusion Models by Optimizing Human Utility
[ "Shufan Li", "Konstantinos Kallidromitis", "Akash Gokul", "Yusuke Kato", "Kazuki Kozuka" ]
https://huggingface.co/papers/2404.04465
[ "https://github.com/jacklishufan/diffusion-kto" ]
[]
[ "jacklishufan/diffusion-kto" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=MSsQDWUWpd
poster
2405.13987
Analysis of Corrected Graph Convolutions
[ "Robert Wang", "Aseem Baranwal", "Kimon Fountoulakis" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=MSSRhxwZP7
poster
2411.07936
Learning Disentangled Representations for Perceptual Point Cloud Quality Assessment via Mutual Information Minimization
[ "Ziyu Shan", "Yujie Zhang", "Yipeng Liu", "Yiling Xu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=MRO2QhydPF
poster
2404.15199
Reinforcement Learning with Adaptive Regularization for Safe Control of Critical Systems
[ "Haozhe Tian", "Homayoun Hamedmoghadam", "Robert Noel Shorten", "Pietro Ferraro" ]
[ "https://github.com/haozhetian/rl-ar" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=MQIET1VfoV
poster
2410.02581
Boosting Sample Efficiency and Generalization in Multi-agent Reinforcement Learning via Equivariance
[ "Joshua McClellan", "Naveed Haghani", "John Winder", "Furong Huang", "Pratap Tokekar" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=MPidsCd9e7
poster
Adversarially Robust Dense-Sparse Tradeoffs via Heavy-Hitters
[ "David Woodruff", "Samson Zhou" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=MPJ3oXtTZl
poster
2402.07630
G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question Answering
[ "Xiaoxin He", "Yijun Tian", "Yifei Sun", "Nitesh V Chawla", "Thomas Laurent", "Yann LeCun", "Xavier Bresson", "Bryan Hooi" ]
https://huggingface.co/papers/2402.07630
[ "https://github.com/xiaoxinhe/g-retriever" ]
[]
[ "alfiannajih/g-retriever-resume-reviewer" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=MP7j58lbWO
poster
Probing Social Bias in Labor Market Text Generation by ChatGPT: A Masked Language Model Approach
[ "Lei Ding", "Yang Hu", "Nicole Denier", "Enze Shi", "Junxi Zhang", "Qirui Hu", "Karen D. Hughes", "Linglong Kong", "Bei Jiang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=MOFwt8OeXr
poster
2410.00051
Generalizing Consistency Policy to Visual RL with Prioritized Proximal Experience Regularization
[ "Haoran Li", "Zhennan Jiang", "YUHUI CHEN", "Dongbin Zhao" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=MNg331t8Tj
poster
2406.14551
Advancing Fine-Grained Classification by Structure and Subject Preserving Augmentation
[ "Eyal Michaeli", "Ohad Fried" ]
[ "https://github.com/eyalmichaeli/saspa-aug" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=MN7d0S2i1d
poster
2411.05708
Sample and Computationally Efficient Robust Learning of Gaussian Single-Index Models
[ "Puqian Wang", "Nikos Zarifis", "Ilias Diakonikolas", "Jelena Diakonikolas" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=MN4nt01TeO
oral
2406.10427
Adaptive Randomized Smoothing: Certified Adversarial Robustness for Multi-Step Defences
[ "Saiyue Lyu", "Shadab Shaikh", "Frederick Shpilevskiy", "Evan Shelhamer", "Mathias Lécuyer" ]
[ "https://github.com/ubc-systopia/adaptive-randomized-smoothing" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=MLipvjWK5F
poster
2411.10293
RETR: Multi-View Radar Detection Transformer for Indoor Perception
[ "Ryoma Yataka", "Adriano Cardace", "Pu Perry Wang", "Petros Boufounos", "Ryuhei Takahashi" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=MLhZ8ZNOEk
poster
2410.05578
Swift Sampler: Efficient Learning of Sampler by 10 Parameters
[ "Jiawei Yao", "Chuming Li", "Canran Xiao" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=MLgFu6dQYc
poster
2407.02279
How to Boost Any Loss Function
[ "Richard Nock", "Yishay Mansour" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=MJgMMqMDu4
poster
A Single-Step, Sharpness-Aware Minimization is All You Need to Achieve Efficient and Accurate Sparse Training
[ "Jie Ji", "Gen Li", "Jingjing Fu", "Fatemeh Afghah", "Linke Guo", "Xiaoyong Yuan", "Xiaolong Ma" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=MI8Z9gutIn
poster
2406.14095
Memory-Efficient Gradient Unrolling for Large-Scale Bi-level Optimization
[ "Qianli Shen", "Yezhen Wang", "Zhouhao Yang", "Xiang Li", "Haonan Wang", "Yang Zhang", "Jonathan Scarlett", "Zhanxing Zhu", "Kenji Kawaguchi" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=MHCnLo2QeA
poster
2411.03561
Estimating Ego-Body Pose from Doubly Sparse Egocentric Video Data
[ "Seunggeun Chi", "Pin-Hao Huang", "Enna Sachdeva", "Hengbo Ma", "Karthik Ramani", "Kwonjoon Lee" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=MFKfm5scHi
poster
Approximately Pareto-optimal Solutions for Bi-Objective k-Clustering
[ "Anna Arutyunova", "Jan Eube", "Heiko Röglin", "Melanie Schmidt", "Sarah Sturm", "Julian Wargalla" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=MDsl1ifiNS
poster
2408.07941
Robust Offline Active Learning on Graphs
[ "Yuanchen Wu", "Yubai Yuan" ]
[ "https://github.com/yuanchen-wu/robustactivelearning" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=MDpIQ9hQ7H
poster
From Text to Trajectory: Exploring Complex Constraint Representation and Decomposition in Safe Reinforcement Learning
[ "Pusen Dong", "Tianchen Zhu", "Yue Qiu", "Haoyi Zhou", "Jianxin Li" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=MDgn9aazo0
poster
2404.01340
From Similarity to Superiority: Channel Clustering for Time Series Forecasting
[ "Jialin Chen", "Jan Eric Lenssen", "Aosong Feng", "Weihua Hu", "Matthias Fey", "Leandros Tassiulas", "Jure Leskovec", "Rex Ying" ]
[ "https://github.com/graph-and-geometric-learning/timeseriesccm" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=MDdOQayWTA
poster
2407.13977
A Unified Confidence Sequence for Generalized Linear Models, with Applications to Bandits
[ "Junghyun Lee", "Se-Young Yun", "Kwang-Sung Jun" ]
[ "https://github.com/nick-jhlee/logistic_bandit" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=MB0DD5qAz8
poster
2405.14066
Online Classification with Predictions
[ "Vinod Raman", "Ambuj Tewari" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=M8dy0ZuSb1
oral
2406.16540
Improving robustness to corruptions with multiplicative weight perturbations
[ "Trung Trinh", "Markus Heinonen", "Luigi Acerbi", "Samuel Kaski" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=M80WgiO2Lb
poster
2407.11855
Scaling Sign Language Translation
[ "Biao Zhang", "Garrett Tanzer", "Orhan Firat" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=M7zNXntzsp
poster
2405.14064
Building a stable classifier with the inflated argmax
[ "Jake A Soloff", "Rina Foygel Barber", "Rebecca Willett" ]
[ "https://github.com/jake-soloff/stable-argmax-experiments" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=M75dBr10dZ
poster
2310.16334
Structured Multi-Track Accompaniment Arrangement via Style Prior Modelling
[ "Jingwei Zhao", "Gus Xia", "Ziyu Wang", "Ye Wang" ]
[ "https://github.com/zhaojw1998/accomontage-3" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=M5D5rMwLjj
poster
Meta-Controller: Few-Shot Imitation of Unseen Embodiments and Tasks in Continuous Control
[ "Seongwoong Cho", "Donggyun Kim", "Jinwoo Lee", "Seunghoon Hong" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=M3BIsgGQNb
poster
2407.02445
Meta 3D AssetGen: Text-to-Mesh Generation with High-Quality Geometry, Texture, and PBR Materials
[ "Yawar Siddiqui", "Tom Monnier", "Filippos Kokkinos", "Mahendra Kariya", "Yanir Kleiman", "Emilien Garreau", "Oran Gafni", "Natalia Neverova", "Andrea Vedaldi", "Roman Shapovalov", "David Novotny" ]
https://huggingface.co/papers/2407.02445
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=M2UzLRoqic
poster
2405.12981
Reducing Transformer Key-Value Cache Size with Cross-Layer Attention
[ "William Brandon", "Mayank Mishra", "Aniruddha Nrusimha", "Rameswar Panda", "Jonathan Ragan-Kelley" ]
https://huggingface.co/papers/2405.12981
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=M2QREVHK1V
poster
2405.13805
Perceptual Fairness in Image Restoration
[ "Guy Ohayon", "Michael Elad", "Tomer Michaeli" ]
https://huggingface.co/papers/2405.13805
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=M20p6tq9Hq
poster
2410.23620
Identifiability Guarantees for Causal Disentanglement from Purely Observational Data
[ "Ryan Welch", "Jiaqi Zhang", "Caroline Uhler" ]
[ "https://github.com/uhlerlab/observational-crl" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=M1PRU0x1Iz
poster
FedAvP: Augment Local Data via Shared Policy in Federated Learning
[ "Minui Hong", "Junhyeog Yun", "Insu Jeon", "Gunhee Kim" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=M0ncNVuGYN
poster
2410.11443
Are High-Degree Representations Really Unnecessary in Equivariant Graph Neural Networks?
[ "Jiacheng Cen", "Anyi Li", "Ning Lin", "Yuxiang Ren", "Zihe Wang", "Wenbing Huang" ]
[ "https://github.com/GLAD-RUC/HEGNN" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Lzl8qJYXv5
poster
2406.07457
Estimating the Hallucination Rate of Generative AI
[ "Andrew Jesson", "Nicolas Beltran-Velez", "Quentin Chu", "Sweta Karlekar", "Jannik Kossen", "Yarin Gal", "John Patrick Cunningham", "David Blei" ]
https://huggingface.co/papers/2406.07457
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=LzLeAscHnj
oral
2405.17484
Bridging The Gap between Low-rank and Orthogonal Adaptation via Householder Reflection Adaptation
[ "Shen Yuan", "Haotian Liu", "Hongteng Xu" ]
https://huggingface.co/papers/2405.17484
[ "https://github.com/dashenzi721/hra" ]
[]
[ "jukofyork/creative-writer-v0.1-alfa-35b" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=LyAFfdx8YF
poster
2405.14073
PEAC: Unsupervised Pre-training for Cross-Embodiment Reinforcement Learning
[ "Chengyang Ying", "Zhongkai Hao", "Xinning Zhou", "Xuezhou Xu", "Hang Su", "Xingxing Zhang", "Jun Zhu" ]
[ "https://github.com/thu-ml/CEURL" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=LxxIiInmuF
oral
2403.18079
Paths to Equilibrium in Games
[ "Bora Yongacoglu", "Gurdal Arslan", "Lacra Pavel", "Serdar Yuksel" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=LxRmdXf72k
poster
2406.04342
Learning 1D Causal Visual Representation with De-focus Attention Networks
[ "Chenxin Tao", "Xizhou Zhu", "Shiqian Su", "Lewei Lu", "Changyao Tian", "Xuan Luo", "Gao Huang", "Hongsheng Li", "Yu Qiao", "Jie Zhou", "Jifeng Dai" ]
[ "https://github.com/opengvlab/de-focus-attention-networks" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=LvNDqNJKlD
poster
2402.03883
A Framework for Bilevel Optimization on Riemannian Manifolds
[ "Andi Han", "Bamdev Mishra", "Pratik Jawanpuria", "Akiko Takeda" ]
[ "https://github.com/andyjm3/rhgd" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=LvJ1R88KAk
poster
2405.16605
Demystify Mamba in Vision: A Linear Attention Perspective
[ "Dongchen Han", "Ziyi Wang", "Zhuofan Xia", "Yizeng Han", "Yifan Pu", "Chunjiang Ge", "Jun Song", "Shiji Song", "Bo Zheng", "Gao Huang" ]
[ "https://github.com/LeapLabTHU/MLLA" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=LvAy07mCxU
poster
2411.10175
The Surprising Ineffectiveness of Pre-Trained Visual Representations for Model-Based Reinforcement Learning
[ "Moritz Schneider", "Robert Krug", "Narunas Vaskevicius", "Luigi Palmieri", "Joschka Boedecker" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Luxk3z1tSG
poster
2411.03663
Can Graph Neural Networks Expose Training Data Properties? An Efficient Risk Assessment Approach
[ "Hanyang Yuan", "Jiarong Xu", "Renhong Huang", "Mingli Song", "Chunping Wang", "Yang Yang" ]
[ "https://github.com/zjunet/GPIA_NIPS" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=LuqrIkGuru
poster
2406.03052
Are Your Models Still Fair? Fairness Attacks on Graph Neural Networks via Node Injections
[ "Zihan Luo", "Hong Huang", "Yongkang Zhou", "Jiping Zhang", "Nuo Chen", "Hai Jin" ]
[ "https://github.com/LuoZhhh/NIFA" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=LuCLf4BJsr
poster
2406.02818
Chain of Agents: Large Language Models Collaborating on Long-Context Tasks
[ "Yusen Zhang", "Ruoxi Sun", "Yanfei Chen", "Tomas Pfister", "Rui Zhang", "Sercan O Arik" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Lu9Rasfmjj
poster
Two-way Deconfounder for Off-policy Evaluation in Causal Reinforcement Learning
[ "Shuguang Yu", "Shuxing Fang", "Ruixin Peng", "Zhengling Qi", "Fan Zhou", "Chengchun Shi" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=LtS7pP8rEn
poster
2410.23629
Posture-Informed Muscular Force Learning for Robust Hand Pressure Estimation
[ "Kyungjin Seo", "Junghoon Seo", "Hanseok Jeong", "Sangpil Kim", "Sang Ho Yoon" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Lt6wO0oZ8k
poster
Opponent Modeling based on Subgoal Inference
[ "XiaoPeng Yu", "Jiechuan Jiang", "Zongqing Lu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=LqdcdqIeVD
poster
2311.17491
Spherical Frustum Sparse Convolution Network for LiDAR Point Cloud Semantic Segmentation
[ "Yu Zheng", "Guangming Wang", "Jiuming Liu", "Marc Pollefeys", "Hesheng Wang" ]
[ "https://github.com/irmvlab/sfcnet" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=LpvSHL9lcK
poster
2405.17311
Probabilistic Graph Rewiring via Virtual Nodes
[ "Chendi Qian", "Andrei Manolache", "Christopher Morris", "Mathias Niepert" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=LpXV29Ggl3
poster
Exploratory Retrieval-Augmented Planning For Continual Embodied Instruction Following
[ "Minjong Yoo", "Jinwoo Jang", "Wei-Jin Park", "Honguk Woo" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=LnNfwc2Ah1
oral
2406.02742
Tolerant Algorithms for Learning with Arbitrary Covariate Shift
[ "Surbhi Goel", "Abhishek Shetty", "Konstantinos Stavropoulos", "Arsen Vasilyan" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Ln8ogihZ2S
poster
2403.01371
eXponential FAmily Dynamical Systems (XFADS): Large-scale nonlinear Gaussian state-space modeling
[ "Matthew Dowling", "Yuan Zhao", "Il Memming Park" ]
[ "https://github.com/catniplab/xfads" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=LmjLRHVCMG
poster
2406.06420
An Improved Empirical Fisher Approximation for Natural Gradient Descent
[ "Xiaodong Wu", "Wenyi Yu", "Chao Zhang", "Phil Woodland" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Llu9nJal7b
oral
2409.17481
MaskLLM: Learnable Semi-Structured Sparsity for Large Language Models
[ "Gongfan Fang", "Hongxu Yin", "Saurav Muralidharan", "Greg Heinrich", "Jeff Pool", "Jan Kautz", "Pavlo Molchanov", "Xinchao Wang" ]
https://huggingface.co/papers/2409.17481
[ "https://github.com/nvlabs/maskllm" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=LjnDqVcrE9
poster
2407.21534
ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models
[ "Mingrui Wu", "Xinyue Cai", "Jiayi Ji", "Jiale Li", "Oucheng Huang", "Gen Luo", "Hao Fei", "GUANNAN JIANG", "Xiaoshuai Sun", "Rongrong Ji" ]
[ "https://github.com/mrwu-mac/controlmllm" ]
[]
[]
[]
NeurIPS2024