Datasets:
IAMJB
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paper_conference_aggregate

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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=fymr0CBDHZ
poster
2407.18517
SLIM: Style-Linguistics Mismatch Model for Generalized Audio Deepfake Detection
[ "Yi Zhu", "Surya Koppisetti", "Trang Tran", "Gaurav Bharaj" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=fykjplMc0V
oral
2404.03592
ReFT: Representation Finetuning for Language Models
[ "Zhengxuan Wu", "Aryaman Arora", "Zheng Wang", "Atticus Geiger", "Dan Jurafsky", "Christopher D Manning", "Christopher Potts" ]
https://huggingface.co/papers/2404.03592
[ "https://github.com/stanfordnlp/pyreft" ]
[ "pyvene/reft_chat7b_1k", "pyvene/reft_golden_gate_bridge_llama3", "pyvene/reft_ethos", "pyvene/reft_ethos_llama3" ]
[ "nenad1002/quantum-research-bot-v1.0" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=fyYrZbWtNz
poster
Rethinking Imbalance in Image Super-Resolution for Efficient Inference
[ "Wei Yu", "Bowen Yang", "Qinglin Liu", "Jianing Li", "Shengping Zhang", "Xiangyang Ji" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=fx6aSBMu6z
poster
2405.14742
HC-GAE: The Hierarchical Cluster-based Graph Auto-Encoder for Graph Representation Learning
[ "Lu Bai", "Zhuo Xu", "Lixin Cui", "Ming Li", "Yue Wang", "Edwin Hancock" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=fvOCJAAYLx
poster
2410.24012
Diffusion Twigs with Loop Guidance for Conditional Graph Generation
[ "Giangiacomo Mercatali", "Yogesh Verma", "Andre Freitas", "Vikas Garg" ]
[ "https://github.com/aalto-quml/diffusion_twigs" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=fvG6ZHrH0B
poster
2408.00109
Back to the Continuous Attractor
[ "Ábel Ságodi", "Guillermo Martín-Sánchez", "Piotr A Sokol", "Il Memming Park" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=fu0xdh4aEJ
oral
Bigger, Regularized, Optimistic: scaling for compute and sample efficient continuous control
[ "Michal Nauman", "Mateusz Ostaszewski", "Krzysztof Jankowski", "Piotr Miłoś", "Marek Cygan" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ftqjwZQz10
poster
DEX: Data Channel Extension for Efficient CNN Inference on Tiny AI Accelerators
[ "Taesik Gong", "Fahim Kawsar", "Chulhong Min" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=fs28jccJj5
poster
SpikedAttention: Training-Free and Fully Spike-Driven Transformer-to-SNN Conversion with Winner-Oriented Spike Shift for Softmax Operation
[ "Sangwoo Hwang", "Seunghyun Lee", "Dahoon Park", "Donghun Lee", "Jaeha Kung" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=fqmSGK8C0B
oral
2405.20435
Deep Learning for Computing Convergence Rates of Markov Chains
[ "Yanlin Qu", "Jose Blanchet", "Peter Glynn" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=fqjeKsHOVR
poster
2407.16364
Harmonizing Visual Text Comprehension and Generation
[ "Zhen Zhao", "Jingqun Tang", "Binghong Wu", "Chunhui Lin", "Shu Wei", "Hao Liu", "Xin Tan", "zhizhong zhang", "Can Huang", "Yuan Xie" ]
https://huggingface.co/papers/2407.16364
[ "https://github.com/bytedance/textharmony" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=fpxRpPbF1t
poster
2407.05516
Differentiable Modal Synthesis for Physical Modeling of Planar String Sound and Motion Simulation
[ "Jin Woo Lee", "Jaehyun Park", "Min Jun Choi", "Kyogu Lee" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=fpOnUMjLiO
poster
Theoretical Characterisation of the Gauss Newton Conditioning in Neural Networks
[ "Jim Zhao", "Sidak Pal Singh", "Aurelien Lucchi" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=fogJgrozu1
poster
2405.07976
Localized Adaptive Risk Control
[ "Matteo Zecchin", "Osvaldo Simeone" ]
[ "https://github.com/kclip/localized-adaptive-risk-control" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=fkuseU0nJs
poster
Active Sequential Posterior Estimation for Sample-Efficient Simulation-Based Inference
[ "Sam Griesemer", "Defu Cao", "Zijun Cui", "Carolina Osorio", "Yan Liu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=fkf0OquD3Q
poster
2406.03620
Private Online Learning via Lazy Algorithms
[ "Hilal Asi", "Tomer Koren", "Daogao Liu", "Kunal Talwar" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=fkbMlfDBxm
oral
Reconstruct and Match: Out-of-Distribution Robustness via Topological Homogeneity
[ "Chaoqi Chen", "Luyao Tang", "Hui Huang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=fjLCqicn64
poster
Long-range Brain Graph Transformer
[ "Shuo Yu", "Shan Jin", "Ming Li", "Tabinda Sarwar", "Feng Xia" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=fi3aKVnBQo
poster
2406.02749
Efficient Leverage Score Sampling for Tensor Train Decomposition
[ "Vivek Bharadwaj", "Beheshteh T. Rakhshan", "Osman Asif Malik", "Guillaume Rabusseau" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ffeUBoTcdS
poster
2311.18193
Persistent Test-time Adaptation in Recurring Testing Scenarios
[ "Trung-Hieu Hoang", "MinhDuc Vo", "Minh N. Do" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ffNrpcBpi6
poster
2312.04234
Graph Convolutions Enrich the Self-Attention in Transformers!
[ "Jeongwhan Choi", "Hyowon Wi", "Jayoung Kim", "Yehjin Shin", "Kookjin Lee", "Nathaniel Trask", "Noseong Park" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ferj6WqShv
poster
Exploiting Descriptive Completeness Prior for Cross Modal Hashing with Incomplete Labels
[ "Haoyang Luo", "Zheng Zhang", "Yadan Luo" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=fc88ANWvdF
poster
2410.02117
Searching for Efficient Linear Layers over a Continuous Space of Structured Matrices
[ "Andres Potapczynski", "Shikai Qiu", "Marc Anton Finzi", "Christopher Ferri", "Zixi Chen", "Micah Goldblum", "C. Bayan Bruss", "Christopher De Sa", "Andrew Gordon Wilson" ]
[ "https://github.com/andpotap/einsum-search" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=faj2EBhdHC
poster
Graph Neural Networks Need Cluster-Normalize-Activate Modules
[ "Arseny Skryagin", "Felix Divo", "Mohammad Amin Ali", "Devendra Singh Dhami", "Kristian Kersting" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=faBXeVBNqz
poster
2405.14253
Higher-Rank Irreducible Cartesian Tensors for Equivariant Message Passing
[ "Viktor Zaverkin", "Francesco Alesiani", "Takashi Maruyama", "Federico Errica", "Henrik Christiansen", "Makoto Takamoto", "Nicolas Weber", "Mathias Niepert" ]
[ "https://github.com/nec-research/ictp" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=fYfliutfHX
poster
2411.01777
Learning predictable and robust neural representations by straightening image sequences
[ "Xueyan Niu", "Cristina Savin", "Eero P Simoncelli" ]
[ "https://github.com/xyniu1/learning-by-straightening" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=fYa6ezMxD5
poster
2310.07707
MatFormer: Nested Transformer for Elastic Inference
[ "Fnu Devvrit", "Sneha Kudugunta", "Aditya Kusupati", "Tim Dettmers", "Kaifeng Chen", "Inderjit S Dhillon", "Yulia Tsvetkov", "Hannaneh Hajishirzi", "Sham M. Kakade", "Ali Farhadi", "Prateek Jain" ]
https://huggingface.co/papers/2310.07707
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=fXEi3LVflp
poster
2410.20508
Referring Human Pose and Mask Estimation In the Wild
[ "Bo Miao", "Mingtao Feng", "Zijie Wu", "Mohammed Bennamoun", "Yongsheng Gao", "Ajmal Saeed Mian" ]
[ "https://github.com/bo-miao/refhuman" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=fXDpDzHTDV
poster
2406.04334
DeepStack: Deeply Stacking Visual Tokens is Surprisingly Simple and Effective for LMMs
[ "Lingchen Meng", "Jianwei Yang", "Rui Tian", "Xiyang Dai", "Zuxuan Wu", "Jianfeng Gao", "Yu-Gang Jiang" ]
https://huggingface.co/papers/2406.04334
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=fWQhXdeuSG
poster
Pretrained Optimization Model for Zero-Shot Black Box Optimization
[ "Xiaobin Li", "Kai Wu", "Yujian Betterest Li", "Xiaoyu Zhang", "Handing Wang", "Jing Liu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=fVRCsK4EoM
poster
2410.21966
PrefPaint: Aligning Image Inpainting Diffusion Model with Human Preference
[ "Kendong Liu", "Zhiyu Zhu", "Chuanhao Li", "Hui LIU", "Huanqiang Zeng", "Junhui Hou" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=fUBFy8tb3z
poster
TrajCLIP: Pedestrian trajectory prediction method using contrastive learning and idempotent networks
[ "Pengfei Yao", "Yinglong Zhu", "Huikun Bi", "Tianlu Mao", "Zhaoqi Wang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=fTKcqr4xuX
poster
2411.00079
Label Noise: Ignorance Is Bliss
[ "Yilun Zhu", "Jianxin Zhang", "Aditya Gangrade", "Clayton Scott" ]
[ "https://github.com/allan-z/label_noise_ignorance" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=fT1RkAgrC3
poster
2411.06448
Over-parameterized Student Model via Tensor Decomposition Boosted Knowledge Distillation
[ "Yu-Liang Zhan", "Zhong-Yi Lu", "Hao Sun", "Ze-Feng Gao" ]
[ "https://github.com/intell-sci-comput/opdf" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=fPmScVB1Td
poster
2403.04797
Found in the Middle: How Language Models Use Long Contexts Better via Plug-and-Play Positional Encoding
[ "Zhenyu Zhang", "Runjin Chen", "Shiwei Liu", "Zhewei Yao", "Olatunji Ruwase", "Beidi Chen", "Xiaoxia Wu", "Zhangyang Wang" ]
https://huggingface.co/papers/2403.04797
[ "https://github.com/vita-group/ms-poe" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=fPBACAbqSN
oral
2407.02490
MInference 1.0: Accelerating Pre-filling for Long-Context LLMs via Dynamic Sparse Attention
[ "Huiqiang Jiang", "YUCHENG LI", "Chengruidong Zhang", "Qianhui Wu", "Xufang Luo", "Surin Ahn", "Zhenhua Han", "Amir H. Abdi", "Dongsheng Li", "Chin-Yew Lin", "Yuqing Yang", "Lili Qiu" ]
https://huggingface.co/papers/2407.02490
[ "https://github.com/microsoft/MInference" ]
[ "microsoft/MInference" ]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=fOQunr2E0T
oral
Compositional Generalization Across Distributional Shifts with Sparse Tree Operations
[ "Paul Soulos", "Henry Conklin", "Mattia Opper", "Paul Smolensky", "Jianfeng Gao", "Roland Fernandez" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=fOLNl52Q5U
poster
2409.17531
SimVG: A Simple Framework for Visual Grounding with Decoupled Multi-modal Fusion
[ "dai ming", "Lingfeng Yang", "Yihao Xu", "Zhenhua Feng", "Wankou Yang" ]
[ "https://github.com/dmmm1997/simvg" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=fNoleQa9RX
poster
2406.05184
The Unmet Promise of Synthetic Training Images: Using Retrieved Real Images Performs Better
[ "Scott Geng", "Cheng-Yu Hsieh", "Vivek Ramanujan", "Matthew Wallingford", "Chun-Liang Li", "Pang Wei Koh", "Ranjay Krishna" ]
https://huggingface.co/papers/2406.05184
[ "https://github.com/scottgeng00/unmet-promise" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=fNakQltI1N
oral
Trajectory Flow Matching with Applications to Clinical Time Series Modelling
[ "Xi Zhang", "Yuan Pu", "Yuki Kawamura", "Andrew Loza", "Yoshua Bengio", "Dennis Shung", "Alexander Tong" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=fMdrBucZnj
poster
Expected Probabilistic Hierarchies
[ "Marcel Kollovieh", "Bertrand Charpentier", "Daniel Zügner", "Stephan Günnemann" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=fMWrTAe5Iy
poster
R^2-Gaussian: Rectifying Radiative Gaussian Splatting for Tomographic Reconstruction
[ "Ruyi Zha", "Tao Jun Lin", "Yuanhao Cai", "Jiwen Cao", "Yanhao Zhang", "Hongdong Li" ]
[ "https://github.com/ruyi-zha/r2_gaussian" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=fIz8K4DJ7w
poster
Rethinking the Diffusion Models for Missing Data Imputation: A Gradient Flow Perspective
[ "Zhichao Chen", "Haoxuan Li", "Fangyikang Wang", "Odin Zhang", "Hu Xu", "Xiaoyu Jiang", "Zhihuan Song", "Hao Wang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=fHxmoekQBh
poster
2408.12321
MaVEn: An Effective Multi-granularity Hybrid Visual Encoding Framework for Multimodal Large Language Model
[ "Chaoya Jiang", "Jia Hongrui", "Haiyang Xu", "Wei Ye", "Mengfan Dong", "Ming Yan", "Ji Zhang", "Fei Huang", "Shikun Zhang" ]
https://huggingface.co/papers/2408.12321
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=fHq4x2YXVv
poster
2410.10912
AlphaPruning: Using Heavy-Tailed Self Regularization Theory for Improved Layer-wise Pruning of Large Language Models
[ "Haiquan Lu", "Yefan Zhou", "Shiwei Liu", "Zhangyang Wang", "Michael W. Mahoney", "Yaoqing Yang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=fG8TukiXa5
poster
2408.04532
How Transformers Utilize Multi-Head Attention in In-Context Learning? A Case Study on Sparse Linear Regression
[ "Xingwu Chen", "Lei Zhao", "Difan Zou" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=fEvUEBbEjb
poster
TARP-VP: Towards Evaluation of Transferred Adversarial Robustness and Privacy on Label Mapping Visual Prompting Models
[ "Zhen Chen", "Yi Zhang", "Fu Wang", "Xingyu Zhao", "Xiaowei Huang", "Wenjie Ruan" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=fEYHZzN7kX
poster
2402.11463
Attractor Memory for Long-Term Time Series Forecasting: A Chaos Perspective
[ "Jiaxi Hu", "Yuehong HU", "Wei Chen", "Ming Jin", "Shirui Pan", "Qingsong Wen", "Yuxuan Liang" ]
[ "https://github.com/citymind-lab/neurips24-attraos" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=fE3RqiF4Nx
poster
2405.14780
Metric Flow Matching for Smooth Interpolations on the Data Manifold
[ "Kacper Kapusniak", "Peter Potaptchik", "Teodora Reu", "Leo Zhang", "Alexander Tong", "Michael M. Bronstein", "Joey Bose", "Francesco Di Giovanni" ]
[ "https://github.com/kksniak/metric-flow-matching" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=fDiZJ7mmOV
poster
2411.04034
Non-Stationary Learning of Neural Networks with Automatic Soft Parameter Reset
[ "Alexandre Galashov", "Michalis Titsias", "András György", "Clare Lyle", "Razvan Pascanu", "Yee Whye Teh", "Maneesh Sahani" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=fC2SV2sQ8J
poster
LaKD: Length-agnostic Knowledge Distillation for Trajectory Prediction with Any Length Observations
[ "Yuhang Li", "Changsheng Li", "Ruilin Lv", "Rongqing Li", "Ye Yuan", "Guoren Wang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=fAnubdSFpn
poster
A PID Controller Approach for Adaptive Probability-dependent Gradient Decay in Model Calibration
[ "Siyuan Zhang", "Linbo Xie" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=fAlcxvrOEX
poster
2405.15020
AdjointDEIS: Efficient Gradients for Diffusion Models
[ "Zander W. Blasingame", "Chen Liu" ]
[ "https://github.com/zblasingame/adjointdeis" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=fA3RMMl8ii
poster
Tactile DreamFusion: Exploiting Tactile Sensing for 3D Generation
[ "Ruihan Gao", "Kangle Deng", "Gengshan Yang", "Wenzhen Yuan", "Jun-Yan Zhu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=f8MrWxlnRz
poster
Adaptive Important Region Selection with Reinforced Hierarchical Search for Dense Object Detection
[ "Dingrong Wang", "Hitesh Sapkota", "Qi Yu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=f829mkQMUg
poster
Boundary Decomposition for Nadir Objective Vector Estimation
[ "Ruihao Zheng", "Zhenkun Wang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=f70e6YYFHF
poster
2406.05183
The Factorization Curse: Which Tokens You Predict Underlie the Reversal Curse and More
[ "Ouail Kitouni", "Niklas Nolte", "Adina Williams", "Michael Rabbat", "Diane Bouchacourt", "Mark Ibrahim" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=f63DKIpx0I
poster
Self-Healing Machine Learning: A Framework for Autonomous Adaptation in Real-World Environments
[ "Paulius Rauba", "Nabeel Seedat", "Krzysztof Kacprzyk", "Mihaela van der Schaar" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=f4v7cmm5sC
poster
2406.06419
Foundation Inference Models for Markov Jump Processes
[ "David Berghaus", "Kostadin Cvejoski", "Patrick Seifner", "Cesar Ojeda", "Ramses J Sanchez" ]
https://huggingface.co/papers/2406.06419
[ "" ]
[]
[ "cvejoski/FIMMJP" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=f3oHNyqd83
poster
2410.14195
Rethinking Transformer for Long Contextual Histopathology Whole Slide Image Analysis
[ "Honglin Li", "Yunlong Zhang", "Pingyi Chen", "Zhongyi Shui", "Chenglu Zhu", "Lin Yang" ]
[ "https://github.com/invoker-ll/long-mil" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ez7w0Ss4g9
poster
2407.03475
How JEPA Avoids Noisy Features: The Implicit Bias of Deep Linear Self Distillation Networks
[ "Etai Littwin", "Omid Saremi", "Madhu Advani", "Vimal Thilak", "Preetum Nakkiran", "Chen Huang", "Joshua M. Susskind" ]
https://huggingface.co/papers/2407.03475
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=eygv0JRvTL
poster
2410.10384
Bayesian Optimisation with Unknown Hyperparameters: Regret Bounds Logarithmically Closer to Optimal
[ "Juliusz Ziomek", "Masaki Adachi", "Michael A Osborne" ]
[ "https://github.com/juliuszziomek/lb-gp-ucb" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=eyfYC19gOd
poster
2410.20815
Grid4D: 4D Decomposed Hash Encoding for High-fidelity Dynamic Gaussian Splatting
[ "Jiawei Xu", "Zexin Fan", "Jian Yang", "Jin Xie" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=exATQD4HSv
poster
2411.02949
A scalable generative model for dynamical system reconstruction from neuroimaging data
[ "Eric Volkmann", "Alena Brändle", "Daniel Durstewitz", "Georgia Koppe" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=evP9mxNNxJ
poster
2403.20330
Are We on the Right Way for Evaluating Large Vision-Language Models?
[ "Lin Chen", "Jinsong Li", "Xiaoyi Dong", "Pan Zhang", "Yuhang Zang", "Zehui Chen", "Haodong Duan", "Jiaqi Wang", "Yu Qiao", "Dahua Lin", "Feng Zhao" ]
https://huggingface.co/papers/2403.20330
[ "https://github.com/MMStar-Benchmark/MMStar" ]
[]
[]
[ "Lin-Chen/MMStar" ]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=euQ0C4iS7O
poster
Leveraging Drift to Improve Sample Complexity of Variance Exploding Diffusion Models
[ "Ruofeng Yang", "Zhijie Wang", "Bo Jiang", "Shuai Li" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=etPAH4xSUn
poster
2405.18193
In-Context Symmetries: Self-Supervised Learning through Contextual World Models
[ "Sharut Gupta", "Chenyu Wang", "Yifei Wang", "Tommi Jaakkola", "Stefanie Jegelka" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=esVleaqkRc
poster
2402.02552
Neur2BiLO: Neural Bilevel Optimization
[ "Justin Dumouchelle", "Esther Julien", "Jannis Kurtz", "Elias Boutros Khalil" ]
[ "https://github.com/khalil-research/neur2bilo" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=esTPCUJZhe
poster
Overcoming Brittleness in Pareto-Optimal Learning Augmented Algorithms
[ "Alex Elenter", "Spyros Angelopoulos", "Christoph Dürr", "Yanni LEFKI" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=esDvZi2Cf3
poster
2410.04842
A Simple Image Segmentation Framework via In-Context Examples
[ "Yang Liu", "Chenchen Jing", "Hengtao Li", "Muzhi Zhu", "Hao Chen", "Xinlong Wang", "Chunhua Shen" ]
[ "https://github.com/aim-uofa/sine" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=erwatqQ4p8
poster
2405.14124
Mixture of Experts Meets Prompt-Based Continual Learning
[ "Minh Le", "An Nguyen The", "Huy Nguyen", "Thien Trang Nguyen Vu", "Huyen Trang Pham", "Linh Van Ngo", "Nhat Ho" ]
[ "https://github.com/minhchuyentoancbn/moe_promptcl" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=erjQDJ0z9L
poster
2406.08414
Discovering Preference Optimization Algorithms with and for Large Language Models
[ "Chris Lu", "Samuel Holt", "Claudio Fanconi", "Alex James Chan", "Jakob Nicolaus Foerster", "Mihaela van der Schaar", "Robert Tjarko Lange" ]
https://huggingface.co/papers/2406.08414
[ "https://github.com/samholt/DiscoPOP" ]
[ "eduagarcia/open_pt_llm_leaderboard" ]
[ "SakanaAI/DiscoPOP-zephyr-7b-gemma", "QuantFactory/DiscoPOP-zephyr-7b-gemma-GGUF" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=erQDc72vyi
poster
2410.19635
Frozen-DETR: Enhancing DETR with Image Understanding from Frozen Foundation Models
[ "Shenghao Fu", "Junkai Yan", "Qize Yang", "Xihan Wei", "Xiaohua Xie", "Wei-Shi Zheng" ]
https://huggingface.co/papers/2410.19635
[ "" ]
[]
[ "fushh7/Frozen-DETR" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=eqMNwXvOqn
oral
2410.07526
MKGL: Mastery of a Three-Word Language
[ "Lingbing Guo", "Zhongpu Bo", "Zhuo Chen", "Yichi Zhang", "Jiaoyan Chen", "Lan Yarong", "Mengshu Sun", "Zhiqiang Zhang", "Yangyifei Luo", "Qian Li", "Qiang Zhang", "Wen Zhang", "Huajun Chen" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=eowkjKVPoH
poster
2408.01420
Mission Impossible: A Statistical Perspective on Jailbreaking LLMs
[ "Jingtong Su", "Julia Kempe", "Karen Ullrich" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=enlxHLwwFf
oral
2403.20233
Functional Bilevel Optimization for Machine Learning
[ "Ieva Petrulionytė", "Julien Mairal", "Michael Arbel" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ektPEcqGLb
oral
2405.14473
Poisson Variational Autoencoder
[ "Hadi Vafaii", "Dekel Galor", "Jacob L. Yates" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ekK26cW5TB
poster
2409.20398
AUCSeg: AUC-oriented Pixel-level Long-tail Semantic Segmentation
[ "Boyu Han", "Qianqian Xu", "Zhiyong Yang", "Shilong Bao", "Peisong Wen", "Yangbangyan Jiang", "Qingming Huang" ]
[ "https://github.com/boyuh/aucseg" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ejWvCpLuwu
poster
2307.07840
RegExplainer: Generating Explanations for Graph Neural Networks in Regression Tasks
[ "Jiaxing Zhang", "Zhuomin Chen", "hao mei", "Longchao Da", "Dongsheng Luo", "Hua Wei" ]
[ "https://github.com/jz48/regexplainer" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ejIzdt50ek
poster
2405.17922
Stochastic Optimization Schemes for Performative Prediction with Nonconvex Loss
[ "Qiang LI", "Hoi To Wai" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ehfCxpDsrw
poster
LinNet: Linear Network for Efficient Point Cloud Representation Learning
[ "Hao Deng", "Kunlei Jing", "Shengmei Chen", "Cheng Liu", "Jiawei Ru", "Bo Jiang", "Lin Wang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=eezCLKwx6T
oral
2410.19715
Adversarial Environment Design via Regret-Guided Diffusion Models
[ "Hojun Chung", "Junseo Lee", "Minsoo Kim", "Dohyeong Kim", "Songhwai Oh" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=eddHTvb5eM
poster
2405.14544
Nuclear Norm Regularization for Deep Learning
[ "Christopher Scarvelis", "Justin Solomon" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=edOZifvwMi
poster
2312.02235
CryoGEM: Physics-Informed Generative Cryo-Electron Microscopy
[ "Jiakai Zhang", "Qihe Chen", "Yan Zeng", "Wenyuan Gao", "Xuming He", "Zhijie Liu", "Jingyi Yu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ecPIg6o84Z
poster
2410.17357
Image-aware Evaluation of Generated Medical Reports
[ "Gefen Dawidowicz", "Elad Hirsch", "Ayellet Tal" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ebBnKVxMcZ
poster
2411.02988
Confidence Calibration of Classifiers with Many Classes
[ "Adrien Le Coz", "Stéphane Herbin", "Faouzi Adjed" ]
[ "https://github.com/allglc/tva-calibration" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ea4oxkiMP7
poster
2405.13659
EgoChoir: Capturing 3D Human-Object Interaction Regions from Egocentric Views
[ "Yuhang Yang", "Wei Zhai", "Chengfeng Wang", "Chengjun Yu", "Yang Cao", "Zheng-Jun Zha" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=eYNYnYle41
poster
Navigating the Effect of Parametrization for Dimensionality Reduction
[ "Haiyang Huang", "Yingfan Wang", "Cynthia Rudin" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=eXNyq8FGSz
poster
Active Learning of General Halfspaces: Label Queries vs Membership Queries
[ "Ilias Diakonikolas", "Daniel Kane", "Mingchen Ma" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=eWiGn0Fcdx
poster
2409.18962
Exploring Token Pruning in Vision State Space Models
[ "Zheng Zhan", "Zhenglun Kong", "Yifan Gong", "Yushu Wu", "Zichong Meng", "Hangyu Zheng", "Xuan Shen", "Stratis Ioannidis", "Wei Niu", "Pu Zhao", "Yanzhi Wang" ]
https://huggingface.co/papers/2409.18962
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=eWUM5hRYgH
oral
2403.05811
Statistical Efficiency of Distributional Temporal Difference Learning
[ "Yang Peng", "Liangyu Zhang", "Zhihua Zhang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=eV5YIrJPdy
poster
2405.17394
The Expressive Capacity of State Space Models: A Formal Language Perspective
[ "Yash Sarrof", "Yana Veitsman", "Michael Hahn" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=eUg64OsGDE
poster
2407.04619
CountGD: Multi-Modal Open-World Counting
[ "Niki Amini-Naieni", "Tengda Han", "Andrew Zisserman" ]
https://huggingface.co/papers/2407.04619
[ "" ]
[ "nikigoli/countgd", "XilingR/yopo" ]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=eUcyIe1AzY
poster
2410.07352
Generating Origin-Destination Matrices in Neural Spatial Interaction Models
[ "Ioannis Zachos", "Mark Girolami", "Theodoros Damoulas" ]
[ "https://github.com/YannisZa/GeNSIT" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=eU87jJyEK5
poster
SpeAr: A Spectral Approach for Zero-Shot Node Classification
[ "Ting Guo", "Da Wang", "Jiye Liang", "Kaihan Zhang", "Jianchao Zeng" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=eTu6kvrkSq
poster
2408.11979
Only Strict Saddles in the Energy Landscape of Predictive Coding Networks?
[ "Francesco Innocenti", "El Mehdi Achour", "Ryan Singh", "Christopher Buckley" ]
[ "https://github.com/francesco-innocenti/pc-saddles" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=eSes1Mic9d
oral
2406.12094
Who's asking? User personas and the mechanics of latent misalignment
[ "Asma Ghandeharioun", "Ann Yuan", "Marius Guerard", "Emily Reif", "Michael A. Lepori", "Lucas Dixon" ]
https://huggingface.co/papers/2406.12094
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=eQ6VjBhevn
poster
2405.18330
Frustratingly Easy Test-Time Adaptation of Vision-Language Models
[ "Matteo Farina", "Gianni Franchi", "Giovanni Iacca", "Massimiliano Mancini", "Elisa Ricci" ]
[ "https://github.com/farinamatteo/zero" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ePOBcWfNFC
poster
2410.11251
Disentangled Unsupervised Skill Discovery for Efficient Hierarchical Reinforcement Learning
[ "Jiaheng Hu", "Zizhao Wang", "Peter Stone", "Roberto Martín-Martín" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=eP9auEJqFg
poster
2405.14577
Representation Noising: A Defence Mechanism Against Harmful Finetuning
[ "Domenic Rosati", "Jan Wehner", "Kai Williams", "Lukasz Bartoszcze", "Robie Gonzales", "carsten maple", "Subhabrata Majumdar", "Hassan Sajjad", "Frank Rudzicz" ]
https://huggingface.co/papers/2405.14577
[ "https://github.com/domenicrosati/representation-noising" ]
[]
[]
[]
NeurIPS2024