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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=KP7EUORJYI
poster
NeurIPS2024
null
null
null
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null
null
null
null
NaT
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[ "Gong Xudong", "Feng Dawei", "Kele Xu", "Bo Ding", "Huaimin Wang" ]
Goal-Conditioned On-Policy Reinforcement Learning
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=KNrwaFEi1u
poster
NeurIPS2024
null
null
null
null
null
null
null
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null
null
NaT
https://github.com/sled-group/moh
[ "Xuweiyi Chen", "Ziqiao Ma", "Xuejun Zhang", "Sihan Xu", "Shengyi Qian", "Jianing Yang", "David Fouhey", "Joyce Chai" ]
Multi-Object Hallucination in Vision Language Models
25
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=KNZYJ5zQsG
poster
NeurIPS2024
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null
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NaT
null
[ "Diyang Li" ]
Generalized Fast Exact Conformalization
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=KIrZmlTA92
poster
NeurIPS2024
null
null
null
null
null
null
null
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NaT
null
[ "Samuel Holt", "Zhaozhi Qian", "Tennison Liu", "Jim Weatherall", "Mihaela van der Schaar" ]
Data-Driven Discovery of Dynamical Systems in Pharmacology using Large Language Models
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=KHX0dKXdqH
poster
NeurIPS2024
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NaT
null
[ "Kangrui Ruan", "Junzhe Zhang", "Xuan Di", "Elias Bareinboim" ]
Causal Imitation for Markov Decision Processes: a Partial Identification Approach
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=K3k4bWuNnk
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NeurIPS2024
null
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null
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null
[ "Hamed Shirzad", "Honghao Lin", "Balaji Venkatachalam", "Ameya Velingker", "David Woodruff", "Danica J. Sutherland" ]
Even Sparser Graph Transformers
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=K3h2kZFz8h
poster
NeurIPS2024
null
null
null
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null
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NaT
null
[ "Manel Rodriguez-Soto", "Juan Antonio Rodriguez Aguilar", "Maite López-Sánchez" ]
An Analytical Study of Utility Functions in Multi-Objective Reinforcement Learning
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=K1EG2ABzNE
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Ismail Alkhouri", "Shijun Liang", "Evan Bell", "Qing Qu", "Rongrong Wang", "Saiprasad Ravishankar" ]
Image Reconstruction Via Autoencoding Sequential Deep Image Prior
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Jzog9gvOf6
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
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NaT
null
[ "Zihan Lu", "Chenxu Wang", "Chunyan Xu", "Xiangwei Zheng", "Zhen Cui" ]
Progressive Exploration-Conformal Learning for Sparsely Annotated Object Detection in Aerial Images
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=JyWAFGCJPl
oral
NeurIPS2024
null
null
null
null
null
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null
null
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NaT
null
[ "Ruochen Liu", "Hao Chen", "Yuanchen Bei", "Qijie Shen", "Fangwei Zhong", "Senzhang Wang", "Jianxin Wang" ]
Fine Tuning Out-of-Vocabulary Item Recommendation with User Sequence Imagination
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=JxOQeg1NkH
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Jiaming Liu", "Mengzhen Liu", "Zhenyu Wang", "Pengju An", "Xiaoqi Li", "Kaichen Zhou", "Senqiao Yang", "Renrui Zhang", "Yandong Guo", "Shanghang Zhang" ]
RoboMamba: Efficient Vision-Language-Action Model for Robotic Reasoning and Manipulation
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=JvlrUFJMbI
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Eric Zhao", "Pranjal Awasthi", "Zhengdao Chen", "Sreenivas Gollapudi", "Daniel Delling" ]
Semantic Routing via Autoregressive Modeling
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Jup0qZxH7U
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Wei Li", "Lujun Li", "Mark G. Lee", "Shengjie Sun" ]
Adaptive Layer Sparsity for Large Language Models via Activation Correlation Assessment
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=JrraNaaZm5
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Ruofeng Yang", "Bo Jiang", "Cheng Chen", "Ruinan Jin", "Baoxiang Wang", "Shuai Li" ]
Few-Shot Diffusion Models Escape the Curse of Dimensionality
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=JpqEzPTuv6
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Jiaqi Lv", "Yangfan Liu", "Shiyu Xia", "Ning Xu", "Miao Xu", "Gang Niu", "Min-Ling Zhang", "Masashi Sugiyama", "Xin Geng" ]
What Makes Partial-Label Learning Algorithms Effective?
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Jm2aK3sDJD
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Divyansh Srivastava", "Ge Yan", "Tsui-Wei Weng" ]
VLG-CBM: Training Concept Bottleneck Models with Vision-Language Guidance
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Jkt42QYyEH
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Delin Qu", "Qizhi Chen", "Pingrui Zhang", "Xianqiang Gao", "Bin Zhao", "Zhigang Wang", "Dong Wang", "Xuelong Li" ]
LiveScene: Language Embedding Interactive Radiance Fields for Physical Scene Control and Rendering
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=JPtobPtxKT
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Feipeng Ma", "Hongwei Xue", "Yizhou Zhou", "Guangting Wang", "Fengyun Rao", "Shilin Yan", "Yueyi Zhang", "Siying Wu", "Mike Zheng Shou", "Xiaoyan Sun" ]
Visual Perception by Large Language Model’s Weights
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=JM0IQSliol
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Thibaut Germain", "Samuel Gruffaz", "Charles Truong", "Alain Oliviero Durmus", "Laurent Oudre" ]
Shape analysis for time series
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=JKEIYQUSUc
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "An-Chieh Cheng", "Hongxu Yin", "Yang Fu", "Qiushan Guo", "Ruihan Yang", "Jan Kautz", "Xiaolong Wang", "Sifei Liu" ]
SpatialRGPT: Grounded Spatial Reasoning in Vision-Language Models
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=JFUhBY34SC
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Haocheng Luo", "Tuan Truong", "Tung Pham", "Mehrtash Harandi", "Dinh Phung", "Trung Le" ]
Explicit Eigenvalue Regularization Improves Sharpness-Aware Minimization
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=JEKXTLjEIq
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Michael Dinitz", "Sungjin Im", "Thomas Lavastida", "Benjamin Moseley", "Aidin Niaparast", "Sergei Vassilvitskii" ]
Binary Search with Distributional Predictions
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=JDAQwysFOc
oral
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
https://github.com/yuanqing-wang/rum
[ "Yuanqing Wang", "Kyunghyun Cho" ]
Non-convolutional graph neural networks.
16
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=J8rOw29df2
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Yunjuan Wang", "Raman Arora" ]
On the Stability and Generalization of Meta-Learning
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=J2wI2rCG2u
oral
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Zekun Shi", "Zheyuan Hu", "Min Lin", "Kenji Kawaguchi" ]
Stochastic Taylor Derivative Estimator: Efficient amortization for arbitrary differential operators
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ItzD2Cnu9y
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Shima Adeli", "Mojtaba Tefagh", "Gourav Jhanwar", "Masoud Zarepisheh" ]
Randomized Sparse Matrix Compression for Large-Scale Constrained Optimization in Cancer Radiotherapy
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=IgU8gMKy4D
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Sam Hawke", "Yueen Ma", "Didong Li" ]
Contrastive dimension reduction: when and how?
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=IfZwSRpqHl
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Nimrah Mustafa", "Rebekka Burkholz" ]
Dynamic Rescaling for Training GNNs
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Ib2iHIJRTh
oral
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Salva Rühling Cachay", "Brian Henn", "Oliver Watt-Meyer", "Christopher S. Bretherton", "Rose Yu" ]
Probablistic Emulation of a Global Climate Model with Spherical DYffusion
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=IVqzbuLfoL
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Zhifan Ye", "Chenxi Wan", "Chaojian Li", "Jihoon Hong", "Sixu Li", "Leshu Li", "Yongan Zhang", "Yingyan Celine Lin" ]
3D Gaussian Rendering Can Be Sparser: Efficient Rendering via Learned Fragment Pruning
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=IVjs67Xa44
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Hadi Hosseini", "Sanjukta Roy", "Duohan Zhang" ]
Putting Gale Shapley to Work: Guaranteeing Stability Through Learning
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=IRXyPm9IPW
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Xun Wu", "Shaohan Huang", "Guolong Wang", "Jing Xiong", "Furu Wei" ]
Multimodal Large Language Models Make Text-to-Image Generative Models Align Better
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=IGhpUd496D
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Zhe Tao", "Aditya Thakur" ]
Provable Editing of Deep Neural Networks using Parametric Linear Relaxation
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=IDn9SiKgLy
oral
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Wenjie Xu", "Masaki Adachi", "Colin Jones", "Michael A Osborne" ]
Principled Bayesian Optimization in Collaboration with Human Experts
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=IAse6CAG26
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Liyi Chen", "Ying Sun", "Shengzhe Zhang", "Yuyang Ye", "Wei Wu", "Hui Xiong" ]
Tackling Uncertain Correspondences for Multi-Modal Entity Alignment
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=IAAPhOLhcX
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Qiaozhe Zhang", "Ruijie ZHANG", "Jun Sun", "Yingzhuang Liu" ]
How Sparse Can We Prune A Deep Network: A Fundamental Limit Perspective
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=I6tRENM5Ya
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Yujie Mo", "Zhihe Lu", "Runpeng Yu", "Xiaofeng Zhu", "Xinchao Wang" ]
Revisiting Self-Supervised Heterogeneous Graph Learning from Spectral Clustering Perspective
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=I6tBNcJE2F
oral
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Chengyu Fang", "Chunming He", "Fengyang Xiao", "Yulun Zhang", "Longxiang Tang", "Yuelin Zhang", "Kai Li", "Xiu Li" ]
Real-world Image Dehazing with Coherence-based Pseudo Labeling and Cooperative Unfolding Network
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=I2gVmVRgNk
oral
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "QIUHAO Zeng", "Long-Kai Huang", "Qi CHEN", "Charles Ling", "Boyu Wang" ]
Towards Understanding Evolving Patterns in Sequential Data
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Hz6cSigMyU
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Muning Wen", "Ziyu Wan", "Jun Wang", "Weinan Zhang", "Ying Wen" ]
Reinforcing LLM Agents via Policy Optimization with Action Decomposition
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=HyxjSi3SzF
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Zhihao Jia", "Qi Pang", "Trung Tran", "David Woodruff", "Zhihao Zhang", "Wenting Zheng" ]
Communication Bounds for the Distributed Experts Problem
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=HxGdbAmYYr
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Xu Yang", "Chen Liu", "Ying Wei" ]
Mixture of Adversarial LoRAs: Boosting Robust Generalization in Meta-Tuning
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=HwO1mNluoL
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Abhipsa Basu", "Saswat Subhajyoti Mallick", "Venkatesh Babu Radhakrishnan" ]
Mitigating Biases in Blackbox Feature Extractors for Image Classification Tasks
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=HvCppnDykt
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Subhodh Kotekal" ]
Variance estimation in compound decision theory under boundedness
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=HpN4xeDJQF
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Haoming Wang", "Zhaoming Tian", "Yunpeng Song", "Xiangliang Zhang", "Zhongmin Cai" ]
Beyond Single Stationary Policies: Meta-Task Players as Naturally Superior Collaborators
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Hlcek7AYgP
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Chenggang Chen", "Zhiyu Yang", "Xiaoqin Wang" ]
Neural Embeddings Rank: Aligning 3D latent dynamics with movements
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=HkC4OYee3Q
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Ethan Rathbun", "Christopher Amato", "Alina Oprea" ]
SleeperNets: Universal Backdoor Poisoning Attacks Against Reinforcement Learning Agents
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=HfpV6u0kbX
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Yifei Xia", "Fangcheng Fu", "Wentao Zhang", "Jiawei Jiang", "Bin CUI" ]
Efficient Multi-task LLM Quantization and Serving for Multiple LoRA Adapters
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=HfQF8LoLhs
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "François Bertholom", "randal douc", "François Roueff" ]
Asymptotics of Alpha-Divergence Variational Inference Algorithms with Exponential Families
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Hew2JSDycr
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Hanxi Guo", "Siyuan Cheng", "Xiaolong Jin", "ZHUO ZHANG", "Kaiyuan Zhang", "Guanhong Tao", "Guangyu Shen", "Xiangyu Zhang" ]
BiScope: AI-generated Text Detection by Checking Memorization of Preceding Tokens
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=HeoRsnaD44
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Sirine Ayadi", "Leon Hetzel", "Johanna Sommer", "Fabian J Theis", "Stephan Günnemann" ]
Unified Guidance for Geometry-Conditioned Molecular Generation
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=He2GCHeRML
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Ronast Subedi", "Lu Wei", "Wenhan Gao", "Shayok Chakraborty", "Yi Liu" ]
Empowering Active Learning for 3D Molecular Graphs with Geometric Graph Isomorphism
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=HcqnhqoXS3
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Hongling Zheng", "Li Shen", "Yong Luo", "Tongliang Liu", "Jialie Shen", "Dacheng Tao" ]
Decomposed Prompt Decision Transformer for Efficient Unseen Task Generalization
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=HcqV2bPFKz
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Yikun Miao", "Meiqing Wu", "Siew Kei Lam", "Changsheng Li", "Thambipillai Srikanthan" ]
Hierarchical Object-Aware Dual-Level Contrastive Learning for Domain Generalized Stereo Matching
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=HcifdQZFZV
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Chia-Yi Hsu", "Yu-Lin Tsai", "Chih-Hsun Lin", "Pin-Yu Chen", "Chia-Mu Yu", "Chun-Ying Huang" ]
Safe LoRA: The Silver Lining of Reducing Safety Risks when Finetuning Large Language Models
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=HbIBqn3grD
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Julia C Costacurta", "Shaunak Bhandarkar", "David M. Zoltowski", "Scott Linderman" ]
Structured flexibility in recurrent neural networks via neuromodulation
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=HYiR6tGQPv
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Jiayu Qin", "Jian Chen", "Rohan Sharma", "Jingchen Sun", "Changyou Chen" ]
A probability contrastive learning framework for 3D molecular representation learning
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=HYa3eu8scG
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Chao Chen", "Chenghua Guo", "Rufeng Chen", "Guixiang Ma", "Ming Zeng", "Xiangwen Liao", "Xi Zhang", "Sihong Xie" ]
Training for Stable Explanation for Free
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=HW9S9vY5gZ
oral
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Davide Legacci", "Panayotis Mertikopoulos", "Christos Papadimitriou", "Georgios Piliouras", "Bary Pradelski" ]
No-regret Learning in Harmonic Games: Extrapolation in the Face of Conflicting Interests
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=HTLJptF7qM
oral
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Tri Nguyen", "Shahana Ibrahim", "Xiao Fu" ]
Noisy Label Learning with Instance-Dependent Outliers: Identifiability via Crowd Wisdom
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=HSRs6yyuUK
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Junlin He", "Jinxiao Du", "Susu Xu", "Wei Ma" ]
Preventing Model Collapse in Deep Canonical Correlation Analysis by Noise Regularization
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=HRnSVflpgt
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "QINGQI ZHANG", "Ruize Xu", "Risi Kondor" ]
Schur Nets: exploiting local structure for equivariance in higher order graph neural networks
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=HGNTcy4eEp
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Yinzhu Jin", "Aman Shrivastava", "Tom Fletcher" ]
Learning Group Actions on Latent Representations
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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=HFS800reZK
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Benjamin Rozonoyer", "Michael Boratko", "Dhruvesh Patel", "Wenlong Zhao", "Shib Sankar Dasgupta", "Hung Le", "Andrew McCallum" ]
Learning Representations for Hierarchies with Minimal Support
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=HAocQ9dSAX
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
https://github.com/aibluefisher/dogs
[ "Yu Chen", "Gim Hee Lee" ]
DOGS: Distributed-Oriented Gaussian Splatting for Large-Scale 3D Reconstruction Via Gaussian Consensus
117
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=H7qVZ0Zu8E
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Ilya Kuruzov", "Gesualdo Scutari", "Alexander Gasnikov" ]
Achieving Linear Convergence with Parameter-Free Algorithms in Decentralized Optimization
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=H7mENkYB2J
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Sebastian Prillo", "Wilson Y. Wu", "Yun S. Song" ]
Ultrafast classical phylogenetic method beats large protein language models on variant effect prediction
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=H0qu4moFly
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Dmitrii Avdiukhin", "Vaggos Chatziafratis", "Orr Fischer", "Grigory Yaroslavtsev" ]
Embedding Dimension of Contrastive Learning and k-Nearest Neighbors
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=GxwnQ8sxkL
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Pramith Devulapalli", "Steve Hanneke" ]
Learning from Snapshots of Discrete and Continuous Data Streams
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=GxvDsFArxY
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "ChenRui Duan", "Zelin Zang", "Siyuan Li", "Yongjie Xu", "Stan Z. Li" ]
PhyloGen: Language Model-Enhanced Phylogenetic Inference via Graph Structure Generation
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=GvQU54uA7u
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Apurv Shukla", "Debabrota Basu" ]
Preference-based Pure Exploration
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=GuY0zB2xVU
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Armand Kassaï Koupaï", "Jorge Mifsut Benet", "Yuan Yin", "Jean-Noël Vittaut", "Patrick Gallinari" ]
Boosting Generalization in Parametric PDE Neural Solvers through Adaptive Conditioning
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=GtbwJ6mruI
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Xuehui Yu", "Mhairi Dunion", "Xin Li", "Stefano V Albrecht" ]
Skill-aware Mutual Information Optimisation for Zero-shot Generalisation in Reinforcement Learning
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=GruuYVTGXV
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Jinqiu Li", "Enmin Zhao", "Tong Wei", "Junliang Xing", "Shiming Xiang" ]
Dual Critic Reinforcement Learning under Partial Observability
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Grd7yzFm5V
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Yanfang Ling", "Jiyong Li", "Lingbo Li", "Shangsong Liang" ]
Bayesian Domain Adaptation with Gaussian Mixture Domain-Indexing
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=GmdGEF8xxU
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Yilun Zheng", "Sitao Luan", "Lihui Chen" ]
What Is Missing For Graph Homophily? Disentangling Graph Homophily For Graph Neural Networks
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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Glt37xoU7e
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Zhengyi Luo", "Jinkun Cao", "Sammy Christen", "Alexander Winkler", "Kris M. Kitani", "Weipeng Xu" ]
Omnigrasp: Simulated Humanoid Grasping on Diverse Objects
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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=GlXUxNI6TN
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Radu Marinescu", "Junkyu Lee", "Debarun Bhattacharjya", "Fabio Cozman", "Alexander G. Gray" ]
Abductive Reasoning in Logical Credal Networks
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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=GkJbXpd3wM
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Quoc Phong Nguyen", "Sunil Gupta", "Svetha Venkatesh", "Bryan Kian Hsiang Low", "Patrick Jaillet" ]
Active Set Ordering
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=GgIJeoSLjQ
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Shengxiang Hu", "Huaijiang Sun", "Dong Wei", "Xiaoning Sun", "Jin Wang" ]
Continuous Heatmap Regression for Pose Estimation via Implicit Neural Representation
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=GbqzN9HiUC
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Gaia Molinaro", "Cédric Colas", "Pierre-Yves Oudeyer", "Anne Collins" ]
Latent Learning Progress Drives Autonomous Goal Selection in Human Reinforcement Learning
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Gb0mXhn5h3
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Yuki Minai", "Joana Soldado-Magraner", "Matthew A. Smith", "Byron M. Yu" ]
MiSO: Optimizing brain stimulation to create neural activity states
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=GZoAUVSkaw
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Yifan Yang", "Zhaofeng Si", "Siwei Lyu", "Kaiyi Ji" ]
First-Order Minimax Bilevel Optimization
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=GYd5AfZaor
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Chris Dongjoo Kim", "Sangwoo Moon", "Jihwan Moon", "Dongyeon Woo", "Gunhee Kim" ]
Sample Selection via Contrastive Fragmentation for Noisy Label Regression
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=GQNvvQquO0
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Sarvar Patel", "Giuseppe Persiano", "Joon Young Seo", "Kevin Yeo" ]
Differentially Private Set Representations
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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=GMsi9966DR
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Hongyuan Tao", "Hang Yu", "Jianguo Li" ]
DeepITE: Designing Variational Graph Autoencoders for Intervention Target Estimation
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=GCmmy4At6i
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Jintao Tong", "Yixiong Zou", "Yuhua Li", "Ruixuan Li" ]
Lightweight Frequency Masker for Cross-Domain Few-Shot Semantic Segmentation
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=GA8TVtxudf
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Yizhou Zhao", "Hengwei Bian", "Kaihua Chen", "Pengliang Ji", "Liao Qu", "Shao-yu Lin", "Weichen Yu", "Haoran Li", "Hao Chen", "Jun Shen", "Bhiksha Raj", "Min Xu" ]
Metric from Human: Zero-shot Monocular Metric Depth Estimation via Test-time Adaptation
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=G89r8Mgi5r
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "xiaohong chen", "Canran Xiao", "Yongmei liu" ]
Confusion-Resistant Federated Learning via Diffusion-Based Data Harmonization on Non-IID Data
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=G7QS68ICPJ
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Zhengyi Li", "Kang Yang", "Jin Tan", "Wen-jie Lu", "Haoqi Wu", "Xiao Wang", "Yu Yu", "Derun Zhao", "Yancheng Zheng", "Minyi Guo", "Jingwen Leng" ]
Nimbus: Secure and Efficient Two-Party Inference for Transformers
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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=G7NZljVOol
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Jin Shin", "Hyun Kim" ]
L-TTA: Lightweight Test-Time Adaptation Using a Versatile Stem Layer
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=G7L65B2P0y
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Joowon Lee", "Jared Davis Huling", "Guanhua Chen" ]
An effective framework for estimating individualized treatment rules
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=G2dYZJO4BE
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Julia Kostin", "Nicola Gnecco", "Fanny Yang" ]
Achievable distributional robustness when the robust risk is only partially identified
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=G0v0TxX01N
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Jiacheng Ye", "Shansan Gong", "Liheng Chen", "Lin Zheng", "Jiahui Gao", "Han Shi", "Chuan Wu", "Xin Jiang", "Zhenguo Li", "Wei Bi", "Lingpeng Kong" ]
Diffusion of Thought: Chain-of-Thought Reasoning in Diffusion Language Models
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=FzwAQJK4CG
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Xinhao Zheng", "Yang Li", "Cunxin Fan", "Huaijin Wu", "Xinhao Song", "Junchi Yan" ]
Learning Plaintext-Ciphertext Cryptographic Problems via ANF-based SAT Instance Representation
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=FwxOHl0BEl
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Nima Dehmamy", "Csaba Both", "Jeet Mohapatra", "Subhro Das", "Tommi Jaakkola" ]
Neural Network Reparametrization for Accelerated Optimization in Molecular Simulations
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=FwhM1Zpyft
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Duo Zhou", "Christopher Brix", "Grani A. Hanasusanto", "Huan Zhang" ]
Scalable Neural Network Verification with Branch-and-bound Inferred Cutting Planes
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Ffb30OVVCa
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
https://github.com/thanos-db/pixelsmith
[ "Athanasios Tragakis", "Marco Aversa", "Chaitanya Kaul", "Roderick Murray-Smith", "Daniele Faccio" ]
Is One GPU Enough? Pushing Image Generation at Higher-Resolutions with Foundation Models.
36
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=FeCWZviCeP
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Yu-An Lin", "Chen-Tao Lee", "Chih-Han Yang", "Guan-Ting Liu", "Shao-Hua Sun" ]
Hierarchical Programmatic Option Framework
null
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=FaNhyXY6Y1
poster
NeurIPS2024
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Jihao Qiu", "Yuan Zhang", "Xi Tang", "Lingxi Xie", "Tianren Ma", "Pengyu Yan", "David Doermann", "Qixiang Ye", "Yunjie Tian" ]
Artemis: Towards Referential Understanding in Complex Videos
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