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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=qpeAtfUWOQ
poster
Variational Multi-scale Representation for Estimating Uncertainty in 3D Gaussian Splatting
[ "Ruiqi Li", "Yiu-ming Cheung" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=qp5VbGTaM0
poster
2406.09215
On Softmax Direct Preference Optimization for Recommendation
[ "Yuxin Chen", "Junfei Tan", "An Zhang", "Zhengyi Yang", "Leheng Sheng", "Enzhi Zhang", "Xiang Wang", "Tat-Seng Chua" ]
[ "https://github.com/chenyuxin1999/s-dpo" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=qo7NtGMr2u
poster
2406.03619
Symmetry Discovery Beyond Affine Transformations
[ "Ben Shaw", "Abram Magner", "Kevin R. Moon" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=qmoVQbwmCY
poster
2406.07141
Identifiable Object-Centric Representation Learning via Probabilistic Slot Attention
[ "Avinash Kori", "Francesco Locatello", "Ainkaran Santhirasekaram", "Francesca Toni", "Ben Glocker", "Fabio De Sousa Ribeiro" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=qlH21Ig1IC
poster
2308.02261
Adaptive Proximal Gradient Method for Convex Optimization
[ "Yura Malitsky", "Konstantin Mishchenko" ]
[ "https://github.com/ymalitsky/adproxgd" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=qkoZgJhxsA
oral
SocraticLM: Exploring Socratic Personalized Teaching with Large Language Models
[ "Jiayu Liu", "Zhenya Huang", "Tong Xiao", "Jing Sha", "Jinze Wu", "Qi Liu", "Shijin Wang", "Enhong Chen" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=qfCQ54ZTX1
poster
2405.16806
Entity Alignment with Noisy Annotations from Large Language Models
[ "Shengyuan Chen", "Qinggang Zhang", "Junnan Dong", "Wen Hua", "Qing Li", "Xiao Huang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=qf2uZAdy1N
oral
2410.17904
Reinforcement Learning Under Latent Dynamics: Toward Statistical and Algorithmic Modularity
[ "Philip Amortila", "Dylan J Foster", "Nan Jiang", "Akshay Krishnamurthy", "Zakaria Mhammedi" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=qf1ncViBr5
poster
2405.20838
einspace: Searching for Neural Architectures from Fundamental Operations
[ "Linus Ericsson", "Miguel Espinosa", "Chenhongyi Yang", "Antreas Antoniou", "Amos Storkey", "Shay B Cohen", "Steven McDonagh", "Elliot J. Crowley" ]
[ "https://github.com/linusericsson/einspace" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=qevq3FZ63J
poster
2403.17927
MAGIS: LLM-Based Multi-Agent Framework for GitHub Issue Resolution
[ "Wei Tao", "Yucheng Zhou", "Yanlin Wang", "Wenqiang Zhang", "Hongyu Zhang", "Yu Cheng" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=qdV1vp1AtL
poster
Universal Sample Coding
[ "Szymon Kobus", "Tze-Yang Tung", "Deniz Gunduz" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=qd8blc0o0F
poster
2404.13344
GRANOLA: Adaptive Normalization for Graph Neural Networks
[ "Moshe Eliasof", "Beatrice Bevilacqua", "Carola-Bibiane Schönlieb", "Haggai Maron" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=qcPlGtzwW9
poster
Tighter Convergence Bounds for Shuffled SGD via Primal-Dual Perspective
[ "Xufeng Cai", "Cheuk Yin Lin", "Jelena Diakonikolas" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=qbvt3ocQxB
poster
IODA: Instance-Guided One-shot Domain Adaptation for Super-Resolution
[ "Zaizuo Tang", "Yu-Bin Yang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=qamfjyhPeg
poster
2408.07511
Protected Test-Time Adaptation via Online Entropy Matching: A Betting Approach
[ "Yarin Bar", "Shalev Shaer", "Yaniv Romano" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=qaRT6QTIqJ
poster
2402.11004
The Evolution of Statistical Induction Heads: In-Context Learning Markov Chains
[ "Ezra Edelman", "Nikolaos Tsilivis", "Benjamin L. Edelman", "eran malach", "Surbhi Goel" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=qaC4sSztlF
poster
Towards Safe Concept Transfer of Multi-Modal Diffusion via Causal Representation Editing
[ "Peiran Dong", "Bingjie WANG", "Song Guo", "Junxiao Wang", "Jie ZHANG", "Zicong Hong" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=qZSwlcLMCS
poster
2405.21048
Kaleido Diffusion: Improving Conditional Diffusion Models with Autoregressive Latent Modeling
[ "Jiatao Gu", "Ying Shen", "Shuangfei Zhai", "Yizhe Zhang", "Navdeep Jaitly", "Joshua M. Susskind" ]
https://huggingface.co/papers/2405.21048
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=qZFshkbWDo
oral
2410.09838
Uncovering, Explaining, and Mitigating the Superficial Safety of Backdoor Defense
[ "Rui Min", "Zeyu Qin", "Nevin L. Zhang", "Li Shen", "Minhao Cheng" ]
[ "https://github.com/aisafety-hkust/stable_backdoor_purification" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=qXidsICaja
poster
2411.00444
Expert-level protocol translation for self-driving labs
[ "Yu-Zhe Shi", "Fanxu Meng", "Haofei Hou", "Zhangqian Bi", "Qiao Xu", "Lecheng Ruan", "Qining Wang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=qXZVSy9LFR
poster
2406.11161
Emotion-LLaMA: Multimodal Emotion Recognition and Reasoning with Instruction Tuning
[ "Zebang Cheng", "Zhi-Qi Cheng", "Jun-Yan He", "Kai Wang", "Yuxiang Lin", "Zheng Lian", "Xiaojiang Peng", "Alexander G Hauptmann" ]
[ "https://github.com/zebangcheng/emotion-llama" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=qWi6ESgBjB
poster
2410.22865
Prune and Repaint: Content-Aware Image Retargeting for any Ratio
[ "Feihong Shen", "Chao Li", "Yifeng Geng", "Yongjian Deng", "Hao Chen" ]
[ "https://github.com/fhshen2022/prunerepaint" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=qWi33pPecC
poster
2409.18153
Most Influential Subset Selection: Challenges, Promises, and Beyond
[ "Yuzheng Hu", "Pingbang Hu", "Han Zhao", "Jiaqi Ma" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=qTypwXvNJa
oral
2407.03878
Geodesic Optimization for Predictive Shift Adaptation on EEG data
[ "Apolline Mellot", "Antoine Collas", "Sylvain Chevallier", "Alexandre Gramfort", "Denis Alexander Engemann" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=qRnmLJQHgx
poster
2406.09406
4M-21: An Any-to-Any Vision Model for Tens of Tasks and Modalities
[ "Roman Bachmann", "Oğuzhan Fatih Kar", "David Mizrahi", "Ali Garjani", "Mingfei Gao", "David Griffiths", "Jiaming Hu", "Afshin Dehghan", "Amir Zamir" ]
https://huggingface.co/papers/2406.09406
[ "" ]
[ "EPFL-VILAB/4M", "Omega02gdfdd/4M", "aroraaman/image-retrieval-using-apple-4M-21", "ReySajju742/4M", "visualizingjp/4M" ]
[ "EPFL-VILAB/4M-21_XL", "EPFL-VILAB/4M-7_B_CC12M", "EPFL-VILAB/4M-21_B", "EPFL-VILAB/4M-7-T2I_XL_CC12M", "EPFL-VILAB/4M-21_L", "EPFL-VILAB/4M_tokenizers_ImageBind-H14_8k_224-448", "EPFL-VILAB/4M_tokenizers_rgb_16k_224-448", "EPFL-VILAB/4M-7-SR_L_CC12M", "EPFL-VILAB/4M_tokenizers_normal_8k_224-448", "EPFL-VILAB/4M_tokenizers_depth_8k_224-448", "EPFL-VILAB/4M_tokenizers_semseg_4k_224-448", "EPFL-VILAB/4M_tokenizers_CLIP-B16_8k_224-448", "EPFL-VILAB/4M-7_L_CC12M", "EPFL-VILAB/4M-7_B_COYO700M", "EPFL-VILAB/4M-7_XL_CC12M", "EPFL-VILAB/4M_tokenizers_sam-instance_1k_64", "EPFL-VILAB/4M_tokenizers_human-poses_1k_8", "EPFL-VILAB/4M_tokenizers_ImageBind-H14-global_8k_16_224", "EPFL-VILAB/4M_tokenizers_DINOv2-B14-global_8k_16_224", "EPFL-VILAB/4M_tokenizers_DINOv2-B14_8k_224-448", "EPFL-VILAB/4M-7_L_COYO700M", "EPFL-VILAB/4M-7_XL_COYO700M", "EPFL-VILAB/4M-7-T2I_B_CC12M", "EPFL-VILAB/4M-7-T2I_L_CC12M", "EPFL-VILAB/4M_tokenizers_edge_8k_224-512" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=qQlmONeI5k
poster
Empowering Visible-Infrared Person Re-Identification with Large Foundation Models
[ "Zhangyi Hu", "Bin Yang", "Mang Ye" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=qPpVDzPhSL
poster
2405.19581
Source Code Foundation Models are Transferable Binary Analysis Knowledge Bases
[ "Zian Su", "Xiangzhe Xu", "Ziyang Huang", "Kaiyuan Zhang", "Xiangyu Zhang" ]
[ "https://github.com/ziansu/prorec" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=qOSFiJdVkZ
oral
2408.17394
Continual learning with the neural tangent ensemble
[ "Ari S Benjamin", "Christian-Gernot Pehle", "Kyle Daruwalla" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=qNXRXUC90b
poster
Uncertainty-aware Fine-tuning of Segmentation Foundation Models
[ "Kangning Liu", "Brian L. Price", "Jason Kuen", "Yifei Fan", "Zijun Wei", "Luis Figueroa", "Krzysztof J. Geras", "Carlos Fernandez-Granda" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=qLnXPVvwLx
poster
2406.14544
Prism: A Framework for Decoupling and Assessing the Capabilities of VLMs
[ "Yuxuan Qiao", "Haodong Duan", "Xinyu Fang", "Junming Yang", "Lin Chen", "Songyang Zhang", "Jiaqi Wang", "Dahua Lin", "Kai Chen" ]
https://huggingface.co/papers/2406.14544
[ "https://github.com/sparksjoe/prism" ]
[]
[ "Yuxuan-Qiao/PrismCaptioner-2B", "Yuxuan-Qiao/PrismCaptioner-7B" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=qKfiWNHp6k
poster
Recognize Any Regions
[ "Haosen Yang", "Chuofan Ma", "Bin Wen", "Yi Jiang", "Zehuan Yuan", "Xiatian Zhu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=qK4iS49KDm
poster
2406.01581
Neural network learns low-dimensional polynomials with SGD near the information-theoretic limit
[ "Jason D. Lee", "Kazusato Oko", "Taiji Suzuki", "Denny Wu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=qInb7EUmxz
poster
Persistence Homology Distillation for Semi-supervised Continual Learning
[ "YanFan", "Yu Wang", "Pengfei Zhu", "Dongyue Chen", "Qinghua Hu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=qIkYlfDZaI
poster
A Closer Look at the CLS Token for Cross-Domain Few-Shot Learning
[ "Yixiong Zou", "Shuai Yi", "Yuhua Li", "Ruixuan Li" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=qGiZQb1Khm
oral
2402.14904
Watermarking Makes Language Models Radioactive
[ "Tom Sander", "Pierre Fernandez", "Alain Oliviero Durmus", "Matthijs Douze", "Teddy Furon" ]
https://huggingface.co/papers/2402.14904
[ "https://github.com/facebookresearch/radioactive-watermark" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=qEpi8uWX3N
oral
2404.19245
HydraLoRA: An Asymmetric LoRA Architecture for Efficient Fine-Tuning
[ "Chunlin Tian", "Zhan Shi", "Zhijiang Guo", "Li Li", "Cheng-zhong Xu" ]
[ "https://github.com/clin0212/hydralora" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=qDuqp1nZZ6
poster
Differentially Private Equivalence Testing for Continuous Distributions and Applications
[ "Or Sheffet", "Daniel Omer" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=qDfPSWXSLt
poster
2402.15870
Spec-Gaussian: Anisotropic View-Dependent Appearance for 3D Gaussian Splatting
[ "Ziyi Yang", "Xinyu Gao", "Yang-Tian Sun", "Yi-Hua Huang", "Xiaoyang Lyu", "Wen Zhou", "Shaohui Jiao", "XIAOJUAN QI", "Xiaogang Jin" ]
https://huggingface.co/papers/2402.15870
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=qCpCy0EQAJ
poster
Dynamic Neural Regeneration: Enhancing Deep Learning Generalization on Small Datasets
[ "Vijaya Raghavan T Ramkumar", "Elahe Arani", "Bahram Zonooz" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=qCJ1dq5M7N
poster
FouRA: Fourier Low-Rank Adaptation
[ "Shubhankar Borse", "Shreya Kadambi", "Nilesh Prasad Pandey", "Kartikeya Bhardwaj", "Viswanath Ganapathy", "Sweta Priyadarshi", "Risheek Garrepalli", "Rafael Esteves", "Munawar Hayat", "Fatih Porikli" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=qAP6RyYIJc
poster
2406.12670
Stealth edits to large language models
[ "Oliver Sutton", "Qinghua Zhou", "Wei Wang", "Desmond Higham", "Alexander N. Gorban", "Alexander Bastounis", "Ivan Y Tyukin" ]
https://huggingface.co/papers/2406.12670
[ "https://github.com/qinghua-zhou/stealth-edits" ]
[ "qinghua-zhou/stealth-edits" ]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=q9dKv1AK6l
poster
Small steps no more: Global convergence of stochastic gradient bandits for arbitrary learning rates
[ "Jincheng Mei", "Bo Dai", "Alekh Agarwal", "Sharan Vaswani", "Anant Raj", "Csaba Szepesvari", "Dale Schuurmans" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=q9RLsvYOB3
poster
FlexPlanner: Flexible 3D Floorplanning via Deep Reinforcement Learning in Hybrid Action Space with Multi-Modality Representation
[ "Ruizhe Zhong", "Xingbo Du", "Shixiong Kai", "Zhentao Tang", "Siyuan Xu", "Jianye HAO", "Mingxuan Yuan", "Junchi Yan" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=q7TxGUWlhD
poster
2404.10740
N-agent Ad Hoc Teamwork
[ "Caroline Wang", "Arrasy Rahman", "Ishan Durugkar", "Elad Liebman", "Peter Stone" ]
[ "https://github.com/carolinewang01/naht" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=q5CkneUn6K
poster
Enhancing LLM’s Cognition via Structurization
[ "Kai Liu", "Zhihang Fu", "Chao Chen", "Wei Zhang", "Rongxin Jiang", "Fan Zhou", "Yaowu Chen", "Yue Wu", "Jieping Ye" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=q3XavKPorV
poster
2402.10210
Self-Play Fine-tuning of Diffusion Models for Text-to-image Generation
[ "Huizhuo Yuan", "Zixiang Chen", "Kaixuan Ji", "Quanquan Gu" ]
https://huggingface.co/papers/2402.10210
[ "" ]
[ "UCLA-AGI/SPIN-Diffusion-demo-v1" ]
[ "UCLA-AGI/SPIN-Diffusion-iter3", "UCLA-AGI/SPIN-Diffusion-iter1", "UCLA-AGI/SPIN-Diffusion-iter2" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=pzJjlnMvk5
poster
2308.12970
NeuralClothSim: Neural Deformation Fields Meet the Thin Shell Theory
[ "Navami Kairanda", "Marc Habermann", "Christian Theobalt", "Vladislav Golyanik" ]
[ "https://github.com/navamikairanda/neuralclothsim" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=pyqPUf36D2
poster
Pseudo-Private Data Guided Model Inversion Attacks
[ "Xiong Peng", "Bo Han", "Feng Liu", "Tongliang Liu", "Mingyuan Zhou" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=pwRVGRWtGg
poster
Apathetic or Empathetic? Evaluating LLMs' Emotional Alignments with Humans
[ "Jen-tse Huang", "Man Ho LAM", "Eric John Li", "Shujie Ren", "Wenxuan Wang", "Wenxiang Jiao", "Zhaopeng Tu", "Michael Lyu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=pwLdvYIMrF
poster
2407.16920
Train-Attention: Meta-Learning Where to Focus in Continual Knowledge Learning
[ "Seo Yeongbin", "Dongha Lee", "Jinyoung Yeo" ]
[ "https://github.com/ybseo-academy/TAALM" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=pwKkNSuuEs
poster
Abstracted Shapes as Tokens - A Generalizable and Interpretable Model for Time-series Classification
[ "Yunshi Wen", "Tengfei Ma", "Tsui-Wei Weng", "Lam M. Nguyen", "Anak Agung Julius" ]
[ "https://github.com/yunshiwen/vqshape" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=psG4LXlDNs
poster
Achieving Õ(1/ϵ) Sample Complexity for Constrained Markov Decision Process
[ "Jiashuo Jiang", "Yinyu Ye" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=psDrko9v1D
poster
2403.08757
Efficient Combinatorial Optimization via Heat Diffusion
[ "Hengyuan Ma", "Wenlian Lu", "Jianfeng Feng" ]
[ "https://github.com/awakermhy/heo" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=prgxz9fYbf
poster
2410.06171
Stochastic Kernel Regularisation Improves Generalisation in Deep Kernel Machines
[ "Edward Milsom", "Ben Anson", "Laurence Aitchison" ]
[ "https://github.com/edwardmilsom/skr_cdkm" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=preo49P1VY
poster
2407.09941
Hydra: Bidirectional State Space Models Through Generalized Matrix Mixers
[ "Sukjun Hwang", "Aakash Lahoti", "Ratish Puduppully", "Tri Dao", "Albert Gu" ]
https://huggingface.co/papers/2407.09941
[ "https://github.com/goombalab/hydra" ]
[]
[ "goombalab/hydra" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=prXfM5X2Db
poster
2406.00320
Frieren: Efficient Video-to-Audio Generation Network with Rectified Flow Matching
[ "Yongqi Wang", "Wenxiang Guo", "Rongjie Huang", "Jiawei Huang", "Zehan Wang", "Fuming You", "Ruiqi Li", "Zhou Zhao" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=pqi4vqBYXW
poster
Hallo3D: Multi-Modal Hallucination Detection and Mitigation for Consistent 3D Content Generation
[ "Hongbo Wang", "Jie Cao", "Jin Liu", "Xiaoqiang Zhou", "Huaibo Huang", "Ran He" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=pqYceEa87j
poster
2405.09719
Spectral Editing of Activations for Large Language Model Alignment
[ "Yifu QIU", "Zheng Zhao", "Yftah Ziser", "Anna Korhonen", "Edoardo Ponti", "Shay B Cohen" ]
[ "https://github.com/yfqiu-nlp/sea-llm" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=pqD7ckR8AF
poster
SuperDeepFool: a new fast and accurate minimal adversarial attack
[ "Alireza Abdolahpourrostam", "Mahed Abroshan", "Seyed-Mohsen Moosavi-Dezfooli" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=poE54GOq2l
poster
2404.14469
SnapKV: LLM Knows What You are Looking for Before Generation
[ "Yuhong Li", "Yingbing Huang", "Bowen Yang", "Bharat Venkitesh", "Acyr Locatelli", "Hanchen Ye", "Tianle Cai", "Patrick Lewis", "Deming Chen" ]
https://huggingface.co/papers/2404.14469
[ "https://github.com/fasterdecoding/snapkv" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=pnmUiVAGnv
poster
2406.07085
CAT: Coordinating Anatomical-Textual Prompts for Multi-Organ and Tumor Segmentation
[ "Zhongzhen Huang", "Yankai Jiang", "Rongzhao Zhang", "Shaoting Zhang", "Xiaofan Zhang" ]
[ "https://github.com/zongzi3zz/cat" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=plH8gW7tPQ
poster
2410.04368
Algorithmic Capabilities of Random Transformers
[ "Ziqian Zhong", "Jacob Andreas" ]
[ "https://github.com/fjzzq2002/random_transformers" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=pje1Y71jad
poster
2405.17337
Cost-efficient Knowledge-based Question Answering with Large Language Models
[ "Junnan Dong", "Qinggang Zhang", "Chuang Zhou", "Hao Chen", "Daochen Zha", "Xiao Huang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=pjD08dtAh0
poster
2406.19972
HumanVLA: Towards Vision-Language Directed Object Rearrangement by Physical Humanoid
[ "Xinyu Xu", "Yizheng Zhang", "Yong-Lu Li", "Lei Han", "Cewu Lu" ]
[ "https://github.com/AllenXuuu/HumanVLA" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=piOzFx9whU
poster
Wasserstein Distributionally Robust Optimization through the Lens of Structural Causal Models and Individual Fairness
[ "Ahmad Reza Ehyaei", "Golnoosh Farnadi", "Samira Samadi" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=pgUQFIJ6BE
poster
2405.16126
Near-Optimal Distributed Minimax Optimization under the Second-Order Similarity
[ "Qihao Zhou", "Haishan Ye", "Luo Luo" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=pgQCsyKdpN
poster
2410.22939
AdaptiveISP: Learning an Adaptive Image Signal Processor for Object Detection
[ "Yujin Wang", "Xu Tian yi", "Zhang Fan", "Tianfan Xue", "Jinwei Gu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=pfvcsgFrJ6
poster
On Causal Discovery in the Presence of Deterministic Relations
[ "Loka Li", "Haoyue Dai", "Hanin Al Ghothani", "Biwei Huang", "Jiji Zhang", "Shahar Harel", "Isaac Bentwich", "Guangyi Chen", "Kun Zhang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=pf4OuJyn4Q
poster
2406.02900
Scaling Laws for Reward Model Overoptimization in Direct Alignment Algorithms
[ "Rafael Rafailov", "Yaswanth Chittepu", "Ryan Park", "Harshit Sikchi", "Joey Hejna", "W. Bradley Knox", "Chelsea Finn", "Scott Niekum" ]
https://huggingface.co/papers/2406.02900
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=pebP89l4v6
poster
2405.20008
Sharing Key Semantics in Transformer Makes Efficient Image Restoration
[ "Bin Ren", "Yawei Li", "Jingyun Liang", "Rakesh Ranjan", "Mengyuan Liu", "Rita Cucchiara", "Luc Van Gool", "Ming-Hsuan Yang", "Nicu Sebe" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=pc4GSBi1Hx
poster
2410.05249
LoTLIP: Improving Language-Image Pre-training for Long Text Understanding
[ "Wei Wu", "Kecheng Zheng", "Shuailei Ma", "Fan Lu", "Yuxin Guo", "Yifei Zhang", "Wei Chen", "Qingpei Guo", "Yujun Shen", "Zheng-Jun Zha" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=paobkszgIA
poster
End-to-End Video Semantic Segmentation in Adverse Weather using Fusion Blocks and Temporal-Spatial Teacher-Student Learning
[ "Xin Yang", "YAN WENDING", "Michael Bi Mi", "Yuan Yuan", "Robby T. Tan" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=paYwtPBpyZ
poster
Sequence-Augmented SE(3)-Flow Matching For Conditional Protein Generation
[ "Guillaume Huguet", "James Vuckovic", "Kilian FATRAS", "Eric Thibodeau-Laufer", "Pablo Lemos", "Riashat Islam", "Cheng-Hao Liu", "Jarrid Rector-Brooks", "Tara Akhound-Sadegh", "Michael M. Bronstein", "Alexander Tong", "Joey Bose" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=pXFiHHySEw
poster
Multi-Stage Predict+Optimize for (Mixed Integer) Linear Programs
[ "Xinyi HU", "Jasper C.H. Lee", "Jimmy H.M. Lee", "Peter J. Stuckey" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=pX71TM2MLh
poster
Data Free Backdoor Attacks
[ "Bochuan Cao", "Jinyuan Jia", "Chuxuan Hu", "Wenbo Guo", "Zhen Xiang", "Jinghui Chen", "Bo Li", "Dawn Song" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=pWowK7jqok
poster
2410.08649
E-Motion: Future Motion Simulation via Event Sequence Diffusion
[ "Song Wu", "Zhiyu Zhu", "Junhui Hou", "Guangming Shi", "Jinjian Wu" ]
[ "https://github.com/p4r4mount/E-Motion" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=pW9Jwim918
poster
2405.17382
ReMoDetect: Reward Models Recognize Aligned LLM's Generations
[ "Hyunseok Lee", "Jihoon Tack", "Jinwoo Shin" ]
https://huggingface.co/papers/2405.17382
[ "https://github.com/hyunseoklee-ai/reward_llm_detect" ]
[ "hyunseoki/ReMoDetect" ]
[ "hyunseoki/ReMoDetect-deberta" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=pVPyCgXv57
poster
Learning to Merge Tokens via Decoupled Embedding for Efficient Vision Transformers
[ "Dong Hoon Lee", "Seunghoon Hong" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=pU0z2sNM1M
poster
2303.04209
Causal Dependence Plots
[ "Joshua R. Loftus", "Lucius E.J. Bynum", "Sakina Hansen" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=pRSgf5VdD0
poster
Learning Partitions from Context
[ "Simon Buchholz" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=pRQmRaonxf
poster
2410.09701
Transformers as Game Players: Provable In-context Game-playing Capabilities of Pre-trained Models
[ "Chengshuai Shi", "Kun Yang", "Jing Yang", "Cong Shen" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=pR5g1bBqoV
poster
μ𝐏^2: Effective Sharpness Aware Minimization Requires Layerwise Perturbation Scaling
[ "Moritz Haas", "Jin Xu", "Volkan Cevher", "Leena Chennuru Vankadara" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=pR37AmwbOt
oral
Leveraging Catastrophic Forgetting to Develop Safe Diffusion Models against Malicious Finetuning
[ "Jiadong Pan", "Hongcheng Gao", "Zongyu Wu", "taihang Hu", "Li Su", "Qingming Huang", "Liang Li" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=pPeXYByHNd
poster
2406.05347
MSAGPT: Neural Prompting Protein Structure Prediction via MSA Generative Pre-Training
[ "Bo Chen", "Zhilei Bei", "Xingyi Cheng", "Pan Li", "Jie Tang", "Le Song" ]
https://huggingface.co/papers/2406.05347
[ "https://github.com/thudm/msagpt" ]
[]
[ "THUDM/MSAGPT" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=pPSWHsgqRp
poster
Smoothie: Label Free Language Model Routing
[ "Neel Guha", "Mayee F Chen", "Trevor Chow", "Ishan S. Khare", "Christopher Re" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=pOXgdFEB7q
poster
2405.15018
What Variables Affect Out-of-Distribution Generalization in Pretrained Models?
[ "Md Yousuf Harun", "Kyungbok Lee", "Jhair Gallardo", "Giri Prashanth", "Christopher Kanan" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=pNnvzQsS4P
poster
2405.03917
KV Cache is 1 Bit Per Channel: Efficient Large Language Model Inference with Coupled Quantization
[ "Tianyi Zhang", "Jonah Wonkyu Yi", "Zhaozhuo Xu", "Anshumali Shrivastava" ]
https://huggingface.co/papers/2405.03917
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=pMaCRgu8GV
poster
2406.00392
Artificial Generational Intelligence: Cultural Accumulation in Reinforcement Learning
[ "Jonathan Cook", "Chris Lu", "Edward Hughes", "Joel Z Leibo", "Jakob Nicolaus Foerster" ]
https://huggingface.co/papers/2406.00392
[ "https://github.com/flairox/cultural-accumulation" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=pMPBxMf8T3
poster
2403.01420
The Implicit Bias of Heterogeneity towards Invariance: A Study of Multi-Environment Matrix Sensing
[ "Yang Xu", "Yihong Gu", "Cong Fang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=pMJFaBzoG3
poster
OT4P: Unlocking Effective Orthogonal Group Path for Permutation Relaxation
[ "Yaming Guo", "Chen Zhu", "Hengshu Zhu", "Tieru Wu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=pLoX8Og3bH
poster
Unleashing Multispectral Video's Potential in Semantic Segmentation: A Semi-supervised Viewpoint and New UAV-View Benchmark
[ "Wei Ji", "Jingjing Li", "Wenbo Li", "Yilin Shen", "Li cheng", "Hongxia Jin" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=pK2qGRY2Hv
poster
2410.21601
The Limits of Transfer Reinforcement Learning with Latent Low-rank Structure
[ "Tyler Sam", "Yudong Chen", "Christina Yu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=pJlFURyTG5
poster
Scalable Constrained Policy Optimization for Safe Multi-agent Reinforcement Learning
[ "Lijun Zhang", "Lin Li", "Wei Wei", "Huizhong Song", "Yaodong Yang", "Jiye Liang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=pHiTmEsAfZ
poster
2407.10973
Make-An-Agent: A Generalizable Policy Network Generator with Behavior-Prompted Diffusion
[ "Yongyuan Liang", "Tingqiang Xu", "Kaizhe Hu", "Guangqi Jiang", "Furong Huang", "Huazhe Xu" ]
https://huggingface.co/papers/2407.10973
[ "" ]
[]
[ "cheryyunl/Make-An-Agent" ]
[ "cheryyunl/Make-An-Agent" ]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=pH3XAQME6c
poster
2406.11717
Refusal in Language Models Is Mediated by a Single Direction
[ "Andy Arditi", "Oscar Balcells Obeso", "Aaquib Syed", "Daniel Paleka", "Nina Rimsky", "Wes Gurnee", "Neel Nanda" ]
https://huggingface.co/papers/2406.11717
[ "https://github.com/andyrdt/refusal_direction" ]
[ "featherless-ai/try-this-model", "chuanli11/Chat-Llama-3.2-3B-Instruct-uncensored", "John6666/joy-caption-pre-alpha-mod", "Granther/try-this-model", "Darok/Featherless-Feud", "emekaboris/try-this-model", "KG0101/LocalScribe1", "Sadmanteemi/Chat-Llama-3.2-3B-Instruct-uncensored", "SC999/NV_Nemotron", "vatistasdimitris/chuanli11-Llama-3.2-3B-Instruct-uncensored", "bampugita/chuanli11-Llama-3.2-3B-Instruct-uncensored", "Akshat1000/Model_testing", "MegaTronX/ZeroGPUTest", "Nathdarkz/uncensor" ]
[ "chuanli11/Llama-3.2-3B-Instruct-uncensored", "anakin87/yo-Llama-3-8B-Instruct", "QuantFactory/Llama-3.2-3B-Instruct-uncensored-GGUF", "mav23/Llama-3.2-3B-Instruct-uncensored-GGUF", "Light4Bear/prohibited-Index-1.9B-Chat", "monsoon-nlp/codellama-abliterated", "monsoon-nlp/codellama-abliterated-2xd", "RichardErkhov/chuanli11_-_Llama-3.2-3B-Instruct-uncensored-gguf", "RichardErkhov/chuanli11_-_Llama-3.2-3B-Instruct-uncensored-4bits", "RichardErkhov/chuanli11_-_Llama-3.2-3B-Instruct-uncensored-8bits", "RichardErkhov/anakin87_-_yo-Llama-3-8B-Instruct-gguf", "besimray/miner_id_2_f32f2c7f-0135-474c-8fc8-b52272d352f4_1729800805" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=pGeAcYhnN5
poster
Speculative Decoding with CTC-based Draft Model for LLM Inference Acceleration
[ "Zhuofan Wen", "Shangtong Gui", "Yang Feng" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=pGR5X4e1gy
poster
2405.20724
Learning on Large Graphs using Intersecting Communities
[ "Ben Finkelshtein", "Ismail Ilkan Ceylan", "Michael M. Bronstein", "Ron Levie" ]
[ "https://github.com/benfinkelshtein/ICGNN" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=pGOBEYcXzs
poster
2406.12311
Mixture of Scales: Memory-Efficient Token-Adaptive Binarization for Large Language Models
[ "Dongwon Jo", "Taesu Kim", "Yulhwa Kim", "Jae-Joon Kim" ]
https://huggingface.co/papers/2406.12311
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=pGEY8JQ3qx
oral
2403.11477
Span-Based Optimal Sample Complexity for Weakly Communicating and General Average Reward MDPs
[ "Matthew Zurek", "Yudong Chen" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=pG380vLYRU
poster
Faster Accelerated First-order Methods for Convex Optimization with Strongly Convex Function Constraints
[ "Zhenwei Lin", "Qi Deng" ]
[ "" ]
[]
[]
[]
NeurIPS2024