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NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=IHjKpKljyH
|
poster
|
2312.05440
|
Consistency Models for Scalable and Fast Simulation-Based Inference
|
[
"Marvin Schmitt",
"Valentin Pratz",
"Ullrich Koethe",
"Paul-Christian Bürkner",
"Stefan T. Radev"
] |
[
"https://github.com/bayesflow-org/consistency-model-posterior-estimation"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=IGn0ktYDwV
|
poster
|
2410.10683
|
SAMPa: Sharpness-aware Minimization Parallelized
|
[
"Wanyun Xie",
"Thomas Pethick",
"Volkan Cevher"
] |
[
"https://github.com/lions-epfl/sampa"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=IGhpUd496D
|
poster
|
Provable Editing of Deep Neural Networks using Parametric Linear Relaxation
|
[
"Zhe Tao",
"Aditya Thakur"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=IGCaTQ4n1R
|
poster
|
2404.16538
|
OpenDlign: Open-World Point Cloud Understanding with Depth-Aligned Images
|
[
"Ye Mao",
"Junpeng Jing",
"Krystian Mikolajczyk"
] |
https://huggingface.co/papers/2404.16538
|
[
"https://github.com/Yebulabula/OpenDlign"
] |
[] |
[] |
[] |
NeurIPS2024
|
|
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=IGAN7RldcF
|
poster
|
2410.23683
|
Unveiling User Satisfaction and Creator Productivity Trade-Offs in Recommendation Platforms
|
[
"Fan Yao",
"Yiming Liao",
"Jingzhou Liu",
"Shaoliang Nie",
"Qifan Wang",
"Haifeng Xu",
"Hongning Wang"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=IG6kd5V4kd
|
poster
|
2405.13997
|
Sigmoid Gating is More Sample Efficient than Softmax Gating in Mixture of Experts
|
[
"Huy Nguyen",
"Nhat Ho",
"Alessandro Rinaldo"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=IEyXWuXAQT
|
poster
|
2410.10230
|
Learning via Surrogate PAC-Bayes
|
[
"Antoine Picard",
"Roman Moscoviz",
"Benjamin Guedj"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=IDn9SiKgLy
|
oral
|
Principled Bayesian Optimization in Collaboration with Human Experts
|
[
"Wenjie Xu",
"Masaki Adachi",
"Colin Jones",
"Michael A Osborne"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=IAse6CAG26
|
poster
|
Tackling Uncertain Correspondences for Multi-Modal Entity Alignment
|
[
"Liyi Chen",
"Ying Sun",
"Shengzhe Zhang",
"Yuyang Ye",
"Wei Wu",
"Hui Xiong"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=IAQNJUJe8q
|
poster
|
2402.13555
|
Full-Atom Peptide Design with Geometric Latent Diffusion
|
[
"Xiangzhe Kong",
"Yinjun Jia",
"Wenbing Huang",
"Yang Liu"
] |
[
"https://github.com/thunlp-mt/pepglad"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=IAAPhOLhcX
|
poster
|
How Sparse Can We Prune A Deep Network: A Fundamental Limit Perspective
|
[
"Qiaozhe Zhang",
"Ruijie ZHANG",
"Jun Sun",
"Yingzhuang Liu"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=I96GFYalFO
|
poster
|
2410.20105
|
FedSSP: Federated Graph Learning with Spectral Knowledge and Personalized Preference
|
[
"Zihan Tan",
"Guancheng Wan",
"Wenke Huang",
"Mang Ye"
] |
[
"https://github.com/oakleytan/fedssp"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=I90ypQpLgL
|
poster
|
2405.13919
|
Fair Online Bilateral Trade
|
[
"François Bachoc",
"Nicolò Cesa-Bianchi",
"Tommaso Cesari",
"Roberto Colomboni"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=I8PkICj9kM
|
poster
|
2406.09417
|
Rethinking Score Distillation as a Bridge Between Image Distributions
|
[
"David McAllister",
"Songwei Ge",
"Jia-Bin Huang",
"David W. Jacobs",
"Alexei A Efros",
"Aleksander Holynski",
"Angjoo Kanazawa"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=I6tRENM5Ya
|
poster
|
Revisiting Self-Supervised Heterogeneous Graph Learning from Spectral Clustering Perspective
|
[
"Yujie Mo",
"Zhihe Lu",
"Runpeng Yu",
"Xiaofeng Zhu",
"Xinchao Wang"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=I6tBNcJE2F
|
oral
|
Real-world Image Dehazing with Coherence-based Pseudo Labeling and Cooperative Unfolding Network
|
[
"Chengyu Fang",
"Chunming He",
"Fengyang Xiao",
"Yulun Zhang",
"Longxiang Tang",
"Yuelin Zhang",
"Kai Li",
"Xiu Li"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=I3IuclVLFZ
|
poster
|
2310.00339
|
FedLPA: One-shot Federated Learning with Layer-Wise Posterior Aggregation
|
[
"Xiang Liu",
"Liangxi Liu",
"Feiyang Ye",
"Yunheng Shen",
"Xia Li",
"Linshan Jiang",
"Jialin Li"
] |
[
"https://github.com/lebronlambert/FedLPA_NeurIPS2024"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=I2gVmVRgNk
|
oral
|
Towards Understanding Evolving Patterns in Sequential Data
|
[
"QIUHAO Zeng",
"Long-Kai Huang",
"Qi CHEN",
"Charles Ling",
"Boyu Wang"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=I29aiMdm4u
|
poster
|
2409.07414
|
NVRC: Neural Video Representation Compression
|
[
"Ho Man Kwan",
"Ge Gao",
"Fan Zhang",
"Andrew Peter Gower",
"David Bull"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=HzANl2unCB
|
poster
|
2411.01756
|
ChatTracker: Enhancing Visual Tracking Performance via Chatting with Multimodal Large Language Model
|
[
"Yiming Sun",
"Fan Yu",
"Shaoxiang Chen",
"Yu Zhang",
"Junwei Huang",
"Yang Li",
"Chenhui Li",
"Changbo Wang"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=Hz6cSigMyU
|
poster
|
Reinforcing LLM Agents via Policy Optimization with Action Decomposition
|
[
"Muning Wen",
"Ziyu Wan",
"Jun Wang",
"Weinan Zhang",
"Ying Wen"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=HyxjSi3SzF
|
poster
|
Communication Bounds for the Distributed Experts Problem
|
[
"Zhihao Jia",
"Qi Pang",
"Trung Tran",
"David Woodruff",
"Zhihao Zhang",
"Wenting Zheng"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=HxGdbAmYYr
|
poster
|
Mixture of Adversarial LoRAs: Boosting Robust Generalization in Meta-Tuning
|
[
"Xu Yang",
"Chen Liu",
"Ying Wei"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=HwO1mNluoL
|
poster
|
Mitigating Biases in Blackbox Feature Extractors for Image Classification Tasks
|
[
"Abhipsa Basu",
"Saswat Subhajyoti Mallick",
"Venkatesh Babu Radhakrishnan"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=HvCppnDykt
|
poster
|
Variance estimation in compound decision theory under boundedness
|
[
"Subhodh Kotekal"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=HtlfNbyfOn
|
poster
|
2410.23247
|
bit2bit: 1-bit quanta video reconstruction via self-supervised photon prediction
|
[
"Yehe Liu",
"Alexander Krull",
"Hector Basevi",
"Ales Leonardis",
"Michael W. Jenkins"
] |
[
"https://github.com/lyehe/ssunet"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=HpN4xeDJQF
|
poster
|
Beyond Single Stationary Policies: Meta-Task Players as Naturally Superior Collaborators
|
[
"Haoming Wang",
"Zhaoming Tian",
"Yunpeng Song",
"Xiangliang Zhang",
"Zhongmin Cai"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=HmMSBhMAw4
|
poster
|
2407.06121
|
Periodic agent-state based Q-learning for POMDPs
|
[
"Amit Sinha",
"Matthieu Geist",
"Aditya Mahajan"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=HmCmxbCpp2
|
poster
|
2410.08189
|
SG-Nav: Online 3D Scene Graph Prompting for LLM-based Zero-shot Object Navigation
|
[
"Hang Yin",
"Xiuwei Xu",
"Zhenyu Wu",
"Jie Zhou",
"Jiwen Lu"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=Hlcek7AYgP
|
poster
|
Neural Embeddings Rank: Aligning 3D latent dynamics with movements
|
[
"Chenggang Chen",
"Zhiyu Yang",
"Xiaoqin Wang"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=HkMCCFrYkT
|
poster
|
2405.15125
|
HDR-GS: Efficient High Dynamic Range Novel View Synthesis at 1000x Speed via Gaussian Splatting
|
[
"Yuanhao Cai",
"Zihao Xiao",
"Yixun Liang",
"Minghan Qin",
"Yulun Zhang",
"Xiaokang Yang",
"Yaoyao Liu",
"Alan Yuille"
] |
https://huggingface.co/papers/2405.15125
|
[
"https://github.com/caiyuanhao1998/hdr-gs"
] |
[] |
[] |
[] |
NeurIPS2024
|
|
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=HkC4OYee3Q
|
poster
|
SleeperNets: Universal Backdoor Poisoning Attacks Against Reinforcement Learning Agents
|
[
"Ethan Rathbun",
"Christopher Amato",
"Alina Oprea"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=HjeKHxK2VH
|
poster
|
2403.04808
|
WaterMax: breaking the LLM watermark detectability-robustness-quality trade-off
|
[
"Eva Giboulot",
"Teddy Furon"
] |
https://huggingface.co/papers/2403.04808
|
[
"https://github.com/eva-giboulot/watermax"
] |
[] |
[] |
[] |
NeurIPS2024
|
|
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=HhnpPISAUH
|
poster
|
2310.00198
|
Heterogeneity-Guided Client Sampling: Towards Fast and Efficient Non-IID Federated Learning
|
[
"Huancheng Chen",
"Haris Vikalo"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=Hgqs1b4ECy
|
poster
|
2410.19680
|
Inferring Neural Signed Distance Functions by Overfitting on Single Noisy Point Clouds through Finetuning Data-Driven based Priors
|
[
"Chao Chen",
"Yu-Shen Liu",
"Zhizhong Han"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=HfztZgwpxI
|
poster
|
2409.18017
|
Transferring disentangled representations: bridging the gap between synthetic and real images
|
[
"Jacopo Dapueto",
"Nicoletta Noceti",
"Francesca Odone"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=HfpV6u0kbX
|
poster
|
Efficient Multi-task LLM Quantization and Serving for Multiple LoRA Adapters
|
[
"Yifei Xia",
"Fangcheng Fu",
"Wentao Zhang",
"Jiawei Jiang",
"Bin CUI"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=HfSJlBRkKJ
|
poster
|
2405.19572
|
Blind Image Restoration via Fast Diffusion Inversion
|
[
"Hamadi Chihaoui",
"Abdelhak Lemkhenter",
"Paolo Favaro"
] |
[
"https://github.com/hamadichihaoui/BIRD"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=HfQF8LoLhs
|
poster
|
Asymptotics of Alpha-Divergence Variational Inference Algorithms with Exponential Families
|
[
"François Bertholom",
"randal douc",
"François Roueff"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=Hew2JSDycr
|
poster
|
BiScope: AI-generated Text Detection by Checking Memorization of Preceding Tokens
|
[
"Hanxi Guo",
"Siyuan Cheng",
"Xiaolong Jin",
"ZHUO ZHANG",
"Kaiyuan Zhang",
"Guanhong Tao",
"Guangyu Shen",
"Xiangyu Zhang"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=HeoRsnaD44
|
poster
|
Unified Guidance for Geometry-Conditioned Molecular Generation
|
[
"Sirine Ayadi",
"Leon Hetzel",
"Johanna Sommer",
"Fabian J Theis",
"Stephan Günnemann"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=HeJ1cBAgiV
|
poster
|
2402.04114
|
SCAFFLSA: Taming Heterogeneity in Federated Linear Stochastic Approximation and TD Learning
|
[
"Paul Mangold",
"Sergey Samsonov",
"Safwan Labbi",
"Ilya Levin",
"Reda ALAMI",
"Alexey Naumov",
"Eric Moulines"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=He2GCHeRML
|
poster
|
Empowering Active Learning for 3D Molecular Graphs with Geometric Graph Isomorphism
|
[
"Ronast Subedi",
"Lu Wei",
"Wenhan Gao",
"Shayok Chakraborty",
"Yi Liu"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=Hd2EOwKItm
|
poster
|
2411.03313
|
Classification Done Right for Vision-Language Pre-Training
|
[
"Zilong Huang",
"Qinghao Ye",
"Bingyi Kang",
"Jiashi Feng",
"Haoqi Fan"
] |
[
"https://github.com/x-cls/superclass"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=HcqnhqoXS3
|
poster
|
Decomposed Prompt Decision Transformer for Efficient Unseen Task Generalization
|
[
"Hongling Zheng",
"Li Shen",
"Yong Luo",
"Tongliang Liu",
"Jialie Shen",
"Dacheng Tao"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=HcqV2bPFKz
|
poster
|
Hierarchical Object-Aware Dual-Level Contrastive Learning for Domain Generalized Stereo Matching
|
[
"Yikun Miao",
"Meiqing Wu",
"Siew Kei Lam",
"Changsheng Li",
"Thambipillai Srikanthan"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=HcifdQZFZV
|
poster
|
Safe LoRA: The Silver Lining of Reducing Safety Risks when Finetuning Large Language Models
|
[
"Chia-Yi Hsu",
"Yu-Lin Tsai",
"Chih-Hsun Lin",
"Pin-Yu Chen",
"Chia-Mu Yu",
"Chun-Ying Huang"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=HbV5vRJMOY
|
poster
|
2407.19985
|
Mixture of Nested Experts: Adaptive Processing of Visual Tokens
|
[
"Gagan Jain",
"Nidhi Hegde",
"Aditya Kusupati",
"Arsha Nagrani",
"Shyamal Buch",
"Prateek Jain",
"Anurag Arnab",
"Sujoy Paul"
] |
https://huggingface.co/papers/2407.19985
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=HbIBqn3grD
|
poster
|
Structured flexibility in recurrent neural networks via neuromodulation
|
[
"Julia C Costacurta",
"Shaunak Bhandarkar",
"David M. Zoltowski",
"Scott Linderman"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=HavKlV22xJ
|
poster
|
2410.23434
|
Model-free Low-Rank Reinforcement Learning via Leveraged Entry-wise Matrix Estimation
|
[
"Stefan Stojanovic",
"Yassir Jedra",
"Alexandre Proutiere"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=HYiR6tGQPv
|
poster
|
A probability contrastive learning framework for 3D molecular representation learning
|
[
"Jiayu Qin",
"Jian Chen",
"Rohan Sharma",
"Jingchen Sun",
"Changyou Chen"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=HYa3eu8scG
|
poster
|
Training for Stable Explanation for Free
|
[
"Chao Chen",
"Chenghua Guo",
"Rufeng Chen",
"Guixiang Ma",
"Ming Zeng",
"Xiangwen Liao",
"Xi Zhang",
"Sihong Xie"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=HXdAfK488A
|
poster
|
2402.06025
|
Doing Experiments and Revising Rules with Natural Language and Probabilistic Reasoning
|
[
"Wasu Top Piriyakulkij",
"Cassidy Langenfeld",
"Tuan Anh Le",
"Kevin Ellis"
] |
[
"https://github.com/topwasu/doing-experiments-and-revising-rules"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=HW9S9vY5gZ
|
oral
|
No-regret Learning in Harmonic Games: Extrapolation in the Face of Conflicting Interests
|
[
"Davide Legacci",
"Panayotis Mertikopoulos",
"Christos Papadimitriou",
"Georgios Piliouras",
"Bary Pradelski"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=HUxtJcQpDS
|
poster
|
2311.09115
|
HEALNet: Multimodal Fusion for Heterogeneous Biomedical Data
|
[
"Konstantin Hemker",
"Nikola Simidjievski",
"Mateja Jamnik"
] |
[
"https://github.com/konst-int-i/healnet"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=HU2uyDjAcy
|
poster
|
2309.00656
|
Local and Adaptive Mirror Descents in Extensive-Form Games
|
[
"Côme Fiegel",
"Pierre Menard",
"Tadashi Kozuno",
"Remi Munos",
"Vianney Perchet",
"Michal Valko"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=HTLJptF7qM
|
oral
|
Noisy Label Learning with Instance-Dependent Outliers: Identifiability via Crowd Wisdom
|
[
"Tri Nguyen",
"Shahana Ibrahim",
"Xiao Fu"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=HShs7q1Njh
|
poster
|
2405.12856
|
LLM Processes: Numerical Predictive Distributions Conditioned on Natural Language
|
[
"James Requeima",
"John F Bronskill",
"Dami Choi",
"Richard E. Turner",
"David Duvenaud"
] |
[
"https://github.com/requeima/llm_processes"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=HSRs6yyuUK
|
poster
|
Preventing Model Collapse in Deep Canonical Correlation Analysis by Noise Regularization
|
[
"Junlin He",
"Jinxiao Du",
"Susu Xu",
"Wei Ma"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=HSJOt2hyDf
|
poster
|
2312.11846
|
Initializing Services in Interactive ML Systems for Diverse Users
|
[
"Avinandan Bose",
"Mihaela Curmei",
"Daniel L. Jiang",
"Jamie Heather Morgenstern",
"Sarah Dean",
"Lillian J. Ratliff",
"Maryam Fazel"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=HS0faHRhWD
|
poster
|
2405.14252
|
Time-FFM: Towards LM-Empowered Federated Foundation Model for Time Series Forecasting
|
[
"Qingxiang Liu",
"Xu Liu",
"Chenghao Liu",
"Qingsong Wen",
"Yuxuan Liang"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=HRnSVflpgt
|
poster
|
Schur Nets: exploiting local structure for equivariance in higher order graph neural networks
|
[
"QINGQI ZHANG",
"Ruize Xu",
"Risi Kondor"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=HRkniCWM3E
|
oral
|
2405.14762
|
Neural Pfaffians: Solving Many Many-Electron Schrödinger Equations
|
[
"Nicholas Gao",
"Stephan Günnemann"
] |
[
"https://github.com/n-gao/neural-pfaffian"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=HQgHCVZiHw
|
poster
|
2410.04037
|
Is Score Matching Suitable for Estimating Point Processes?
|
[
"Haoqun Cao",
"Zizhuo Meng",
"Tianjun Ke",
"Feng Zhou"
] |
[
"https://github.com/kencao2007/wsm_tpp"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=HPvIf4w5Dd
|
poster
|
2405.17108
|
Finding good policies in average-reward Markov Decision Processes without prior knowledge
|
[
"Adrienne Tuynman",
"Rémy Degenne",
"Emilie Kaufmann"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=HOSh0SKklE
|
poster
|
2405.16043
|
Theoretical Analysis of Weak-to-Strong Generalization
|
[
"Hunter Lang",
"David Sontag",
"Aravindan Vijayaraghavan"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=HNH1ykRjXf
|
poster
|
2402.03545
|
Online Feature Updates Improve Online (Generalized) Label Shift Adaptation
|
[
"Ruihan Wu",
"Siddhartha Datta",
"Yi Su",
"Dheeraj Baby",
"Yu-Xiang Wang",
"Kilian Q Weinberger"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=HN05DQxyLl
|
oral
|
2409.02732
|
Approximating mutual information of high-dimensional variables using learned representations
|
[
"Gokul Gowri",
"Xiaokang Lun",
"Allon M Klein",
"Peng Yin"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=HGnxhHz6ss
|
poster
|
2406.02462
|
Learning Image Priors Through Patch-Based Diffusion Models for Solving Inverse Problems
|
[
"Jason Hu",
"Bowen Song",
"Xiaojian Xu",
"Liyue Shen",
"Jeffrey A Fessler"
] |
[
"https://github.com/sundeco/padis"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=HGNTcy4eEp
|
poster
|
Learning Group Actions on Latent Representations
|
[
"Yinzhu Jin",
"Aman Shrivastava",
"Tom Fletcher"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=HFS800reZK
|
poster
|
Learning Representations for Hierarchies with Minimal Support
|
[
"Benjamin Rozonoyer",
"Michael Boratko",
"Dhruvesh Patel",
"Wenlong Zhao",
"Shib Sankar Dasgupta",
"Hung Le",
"Andrew McCallum"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=HDVsiUHQ1w
|
poster
|
2410.06675
|
SCOREQ: Speech Quality Assessment with Contrastive Regression
|
[
"Alessandro Ragano",
"Jan Skoglund",
"Andrew Hines"
] |
[
"https://github.com/alessandroragano/scoreq"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=HCTikT7LS4
|
poster
|
2410.10674
|
Enhancing Robustness in Deep Reinforcement Learning: A Lyapunov Exponent Approach
|
[
"Rory Young",
"Nicolas Pugeault"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=HC6iqpPt3L
|
poster
|
2405.07838
|
Adaptive Exploration for Data-Efficient General Value Function Evaluations
|
[
"Arushi Jain",
"Josiah P. Hanna",
"Doina Precup"
] |
[
"https://github.com/arushijain94/explorationofgvfs"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=HBj86RMdZ8
|
poster
|
2406.01462
|
The Importance of Online Data: Understanding Preference Fine-tuning via Coverage
|
[
"Yuda Song",
"Gokul Swamy",
"Aarti Singh",
"Drew Bagnell",
"Wen Sun"
] |
https://huggingface.co/papers/2406.01462
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=HB6KaCFiMN
|
poster
|
2407.11398
|
Animate3D: Animating Any 3D Model with Multi-view Video Diffusion
|
[
"Yanqin Jiang",
"Chaohui Yu",
"Chenjie Cao",
"Fan Wang",
"Weiming Hu",
"Jin Gao"
] |
https://huggingface.co/papers/2407.11398
|
[
""
] |
[] |
[
"yanqinJiang/animate3d"
] |
[
"yanqinJiang/MV-Video"
] |
NeurIPS2024
|
|
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=HAocQ9dSAX
|
poster
|
DOGS: Distributed-Oriented Gaussian Splatting for Large-Scale 3D Reconstruction Via Gaussian Consensus
|
[
"Yu Chen",
"Gim Hee Lee"
] |
[
"https://github.com/aibluefisher/dogs"
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=HAcaANQNMK
|
poster
|
2410.05437
|
ESPACE: Dimensionality Reduction of Activations for Model Compression
|
[
"Charbel Sakr",
"Brucek Khailany"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=H7qVZ0Zu8E
|
poster
|
Achieving Linear Convergence with Parameter-Free Algorithms in Decentralized Optimization
|
[
"Ilya Kuruzov",
"Gesualdo Scutari",
"Alexander Gasnikov"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=H7mENkYB2J
|
poster
|
Ultrafast classical phylogenetic method beats large protein language models on variant effect prediction
|
[
"Sebastian Prillo",
"Wilson Y. Wu",
"Yun S. Song"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=H7SaaqfCUi
|
poster
|
2405.12940
|
Learning the Infinitesimal Generator of Stochastic Diffusion Processes
|
[
"Vladimir R Kostic",
"Hélène Halconruy",
"Timothée Devergne",
"Karim Lounici",
"Massimiliano Pontil"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=H6C4p8Dir7
|
poster
|
2406.09399
|
OmniTokenizer: A Joint Image-Video Tokenizer for Visual Generation
|
[
"Junke Wang",
"Yi Jiang",
"Zehuan Yuan",
"BINGYUE PENG",
"Zuxuan Wu",
"Yu-Gang Jiang"
] |
https://huggingface.co/papers/2406.09399
|
[
"https://github.com/foundationvision/omnitokenizer"
] |
[] |
[] |
[] |
NeurIPS2024
|
|
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=H5z0XqEX57
|
poster
|
2410.18153
|
Physics-informed Neural Networks for Functional Differential Equations: Cylindrical Approximation and Its Convergence Guarantees
|
[
"Taiki Miyagawa",
"Takeru Yokota"
] |
[
"https://github.com/taikimiyagawa/functionalpinn"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=H3at5y8VFW
|
poster
|
2403.00801
|
Self-Retrieval: End-to-End Information Retrieval with One Large Language Model
|
[
"Qiaoyu Tang",
"Jiawei Chen",
"Zhuoqun Li",
"Bowen Yu",
"Yaojie Lu",
"ChengFu",
"Haiyang Yu",
"Hongyu Lin",
"Fei Huang",
"Ben He",
"Xianpei Han",
"Le Sun",
"Yongbin Li"
] |
https://huggingface.co/papers/2403.00801
|
[
"https://github.com/icip-cas/selfretrieval"
] |
[] |
[] |
[] |
NeurIPS2024
|
|
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=H2ATO32ilj
|
poster
|
2405.19360
|
ART: Automatic Red-teaming for Text-to-Image Models to Protect Benign Users
|
[
"Guanlin Li",
"Kangjie Chen",
"Shudong Zhang",
"Jie Zhang",
"Tianwei Zhang"
] |
https://huggingface.co/papers/2405.19360
|
[
"https://github.com/guanlinlee/art"
] |
[] |
[
"AdamCodd/distilroberta-nsfw-prompt-stable-diffusion"
] |
[] |
NeurIPS2024
|
|
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=H1NklRKPYi
|
poster
|
2405.17149
|
LCM: Locally Constrained Compact Point Cloud Model for Masked Point Modeling
|
[
"Yaohua Zha",
"Naiqi Li",
"Yanzi Wang",
"Tao Dai",
"Hang Guo",
"Bin Chen",
"Zhi Wang",
"Zhihao Ouyang",
"Shu-Tao Xia"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=H0qu4moFly
|
poster
|
Embedding Dimension of Contrastive Learning and k-Nearest Neighbors
|
[
"Dmitrii Avdiukhin",
"Vaggos Chatziafratis",
"Orr Fischer",
"Grigory Yaroslavtsev"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=GxwnQ8sxkL
|
poster
|
Learning from Snapshots of Discrete and Continuous Data Streams
|
[
"Pramith Devulapalli",
"Steve Hanneke"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=GxvDsFArxY
|
poster
|
PhyloGen: Language Model-Enhanced Phylogenetic Inference via Graph Structure Generation
|
[
"ChenRui Duan",
"Zelin Zang",
"Siyuan Li",
"Yongjie Xu",
"Stan Z. Li"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=GvQU54uA7u
|
poster
|
Preference-based Pure Exploration
|
[
"Apurv Shukla",
"Debabrota Basu"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=Gug7wc0BSs
|
poster
|
2409.19391
|
Value-Based Deep Multi-Agent Reinforcement Learning with Dynamic Sparse Training
|
[
"Pihe Hu",
"Shaolong Li",
"Zhuoran Li",
"Ling Pan",
"Longbo Huang"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=GuY0zB2xVU
|
poster
|
Boosting Generalization in Parametric PDE Neural Solvers through Adaptive Conditioning
|
[
"Armand Kassaï Koupaï",
"Jorge Mifsut Benet",
"Yuan Yin",
"Jean-Noël Vittaut",
"Patrick Gallinari"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=GtbwJ6mruI
|
poster
|
Skill-aware Mutual Information Optimisation for Zero-shot Generalisation in Reinforcement Learning
|
[
"Xuehui Yu",
"Mhairi Dunion",
"Xin Li",
"Stefano V Albrecht"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=GtEmIzLZmR
|
poster
|
2402.17106
|
Achievable Fairness on Your Data With Utility Guarantees
|
[
"Muhammad Faaiz Taufiq",
"Jean-Francois Ton",
"Yang Liu"
] |
[
"https://github.com/faaizt/datasetfairness"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=GruuYVTGXV
|
poster
|
Dual Critic Reinforcement Learning under Partial Observability
|
[
"Jinqiu Li",
"Enmin Zhao",
"Tong Wei",
"Junliang Xing",
"Shiming Xiang"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=Grd7yzFm5V
|
poster
|
Bayesian Domain Adaptation with Gaussian Mixture Domain-Indexing
|
[
"Yanfang Ling",
"Jiyong Li",
"Lingbo Li",
"Shangsong Liang"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=GrMczQGTlA
|
oral
|
2402.19469
|
Humanoid Locomotion as Next Token Prediction
|
[
"Ilija Radosavovic",
"Jathushan Rajasegaran",
"Baifeng Shi",
"Bike Zhang",
"Sarthak Kamat",
"Koushil Sreenath",
"Trevor Darrell",
"Jitendra Malik"
] |
https://huggingface.co/papers/2402.19469
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=GqrWhROxrG
|
poster
|
2410.21566
|
MVSDet: Multi-View Indoor 3D Object Detection via Efficient Plane Sweeps
|
[
"Yating Xu",
"Chen Li",
"Gim Hee Lee"
] |
[
"https://github.com/pixie8888/mvsdet"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=Gqou8PRgWq
|
poster
|
2405.00705
|
SHED: Shapley-Based Automated Dataset Refinement for Instruction Fine-Tuning
|
[
"Yexiao He",
"Ziyao Wang",
"Zheyu Shen",
"Guoheng Sun",
"Yucong Dai",
"Yongkai Wu",
"Hongyi Wang",
"Ang Li"
] |
[
"https://github.com/lucidreamer9/shed-shapley-based-automated-dataset-refinement"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=GqefKjw1OR
|
poster
|
2411.09483
|
Sparse Bayesian Generative Modeling for Compressive Sensing
|
[
"Benedikt Böck",
"Sadaf Syed",
"Wolfgang Utschick"
] |
[
"https://github.com/beneboeck/sparse-bayesian-gen-mod"
] |
[] |
[] |
[] |
NeurIPS2024
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