Datasets:
IAMJB
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paper_conference_aggregate

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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=UMPedMhKWm
poster
2306.01762
Rapid Plug-in Defenders
[ "Kai Wu", "Yujian Betterest Li", "Jian Lou", "Xiaoyu Zhang", "Handing Wang", "Jing Liu" ]
https://huggingface.co/papers/2306.01762
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=UJ9k3j93MD
poster
Separation and Bias of Deep Equilibrium Models on Expressivity and Learning Dynamics
[ "Zhoutong Wu", "Yimu Zhang", "Cong Fang", "Zhouchen Lin" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=UIOjGTKHQG
poster
D-LLM: A Token Adaptive Computing Resource Allocation Strategy for Large Language Models
[ "yikun jiang", "Huanyu Wang", "Lei Xie", "Hanbin Zhao", "Chao Zhang", "Hui Qian", "John C.S. Lui" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=UHDCbIrCFL
poster
Exocentric-to-Egocentric Video Generation
[ "Jia-Wei Liu", "Weijia Mao", "Zhongcong Xu", "Jussi Keppo", "Mike Zheng Shou" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=UGlDVc0GTU
poster
LLM-based Skill Diffusion for Zero-shot Policy Adaptation
[ "Woo Kyung Kim", "Youngseok Lee", "Jooyoung Kim", "Honguk Woo" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=UGUkPYSdg4
poster
2403.06741
Distribution-Aware Data Expansion with Diffusion Models
[ "haoweiz", "Ling Yang", "Jun-Hai Yong", "Hongzhi Yin", "Jiawei Jiang", "Meng Xiao", "Wentao Zhang", "Bin Wang" ]
[ "https://github.com/haoweiz23/distdiff" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=UFRZHFYW8e
poster
2411.04097
RaVL: Discovering and Mitigating Spurious Correlations in Fine-Tuned Vision-Language Models
[ "Maya Varma", "Jean-Benoit Delbrouck", "Zhihong Chen", "Akshay S Chaudhari", "Curtis Langlotz" ]
https://huggingface.co/papers/2411.04097
[ "https://github.com/stanford-aimi/ravl" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=UE6CeRMnq3
poster
Frequency-aware Generative Models for Multivariate Time Series Imputation
[ "Xinyu Yang", "Yu Sun", "Xiaojie Yuan", "Xinyang Chen" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=UDi51I8K1p
poster
Exploring the trade-off between deep-learning and explainable models for brain-machine interfaces
[ "Luis Hernan Cubillos", "Guy Revach", "Matthew Mender", "Joseph T Costello", "Hisham Temmar", "Aren Hite", "Diksha Anoop Kumar Zutshi", "Dylan Michael Wallace", "Xiaoyong Ni", "Madison M. Kelberman", "Matt Willsey", "Ruud Van Sloun", "Nir Shlezinger", "Parag Ganapati Patil", "Anne Draelos", "Cynthia Chestek" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=UCSt4gk6iX
oral
2404.09591
3D Gaussian Splatting as Markov Chain Monte Carlo
[ "Shakiba Kheradmand", "Daniel Rebain", "Gopal Sharma", "Weiwei Sun", "Yang-Che Tseng", "Hossam Isack", "Abhishek Kar", "Andrea Tagliasacchi", "Kwang Moo Yi" ]
https://huggingface.co/papers/2404.09591
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=UBpPOqrBKE
poster
2410.08249
Federated Graph Learning for Cross-Domain Recommendation
[ "Ziqi Yang", "Zhaopeng Peng", "Zihui Wang", "Jianzhong Qi", "Chaochao Chen", "Weike Pan", "Chenglu Wen", "Cheng Wang", "Xiaoliang Fan" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=UARTFgkTqW
poster
2406.00800
MagR: Weight Magnitude Reduction for Enhancing Post-Training Quantization
[ "Aozhong Zhang", "Naigang Wang", "Yanxia Deng", "Xin Li", "Zi Yang", "Penghang Yin" ]
[ "https://github.com/aozhongzhang/magr" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=U9e1d2xOc8
poster
2405.14778
Optimal Rates for Vector-Valued Spectral Regularization Learning Algorithms
[ "Dimitri Meunier", "Zikai Shen", "Mattes Mollenhauer", "Arthur Gretton", "Zhu Li" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=U9MzoDOKZu
poster
2410.11448
Meta-DT: Offline Meta-RL as Conditional Sequence Modeling with World Model Disentanglement
[ "Zhi Wang", "Li Zhang", "Wenhao Wu", "Yuanheng Zhu", "Dongbin Zhao", "Chunlin Chen" ]
https://huggingface.co/papers/2410.11448
[ "https://github.com/nju-rl/meta-dt" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=U6oQEzSp8z
poster
An eye for an ear: zero-shot audio description leveraging an image captioner with audio-visual token distribution matching
[ "Hugo Malard", "Michel Olvera", "Stéphane Lathuilière", "Slim Essid" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=U4WeoyRHPd
poster
2410.14214
MambaSCI: Efficient Mamba-UNet for Quad-Bayer Patterned Video Snapshot Compressive Imaging
[ "Zhenghao Pan", "Haijin Zeng", "Jiezhang Cao", "Yongyong Chen", "Kai Zhang", "Yong Xu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=U4KldRgoph
poster
2308.11129
Enhancing Graph Transformers with Hierarchical Distance Structural Encoding
[ "Yuankai Luo", "Hongkang Li", "Lei Shi", "Xiao-Ming Wu" ]
[ "https://github.com/luoyk1999/hdse" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=U4BC0GrFAz
oral
2402.09891
Do causal predictors generalize better to new domains?
[ "Vivian Yvonne Nastl", "Moritz Hardt" ]
[ "https://github.com/socialfoundations/causal-features" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=U3hQoqgQDJ
poster
2312.07532
Interfacing Foundation Models' Embeddings
[ "Xueyan Zou", "Linjie Li", "Jianfeng Wang", "Jianwei Yang", "Mingyu Ding", "Junyi Wei", "Zhengyuan Yang", "Feng Li", "Hao Zhang", "Shilong Liu", "Arul Aravinthan", "Yong Jae Lee", "Lijuan Wang" ]
https://huggingface.co/papers/2312.07532
[ "https://github.com/ux-decoder/find" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=U3Rgdb4li9
poster
2405.19985
Targeted Sequential Indirect Experiment Design
[ "Elisabeth Ailer", "Niclas Dern", "Jason Hartford", "Niki Kilbertus" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=U2Mx0hSRwA
poster
2407.19234
Ordered Momentum for Asynchronous SGD
[ "Chang-Wei Shi", "Yi-Rui Yang", "Wu-Jun Li" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=TzzZ5KAEE2
poster
2410.18216
Neural Cover Selection for Image Steganography
[ "Karl Chahine", "Hyeji Kim" ]
[ "https://github.com/karlchahine/neural-cover-selection-for-image-steganography" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=TzxSrNJE0T
poster
2402.02857
Non-asymptotic Analysis of Biased Adaptive Stochastic Approximation
[ "Sobihan Surendran", "Adeline Fermanian", "Antoine Godichon-Baggioni", "Sylvain Le Corff" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Ty25oVKTqj
poster
2312.13285
UniSDF: Unifying Neural Representations for High-Fidelity 3D Reconstruction of Complex Scenes with Reflections
[ "Fangjinhua Wang", "Marie-Julie Rakotosaona", "Michael Niemeyer", "Richard Szeliski", "Marc Pollefeys", "Federico Tombari" ]
https://huggingface.co/papers/2312.13285
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=TxffvJMnBy
oral
2310.18955
Optimal Algorithms for Online Convex Optimization with Adversarial Constraints
[ "Abhishek Sinha", "Rahul Vaze" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=TwrnhZfD6a
poster
2411.07700
Test Where Decisions Matter: Importance-driven Testing for Deep Reinforcement Learning
[ "Stefan Pranger", "Hana Chockler", "Martin Tappler", "Bettina Könighofer" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Twqa0GFMGX
poster
2407.04970
Idiographic Personality Gaussian Process for Psychological Assessment
[ "Yehu Chen", "Muchen Xi", "Joshua J. Jackson", "Jacob Montgomery", "Roman Garnett" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=TwdX1W3M6S
poster
2402.07314
Online Iterative Reinforcement Learning from Human Feedback with General Preference Model
[ "Chenlu Ye", "Wei Xiong", "Yuheng Zhang", "Hanze Dong", "Nan Jiang", "Tong Zhang" ]
[ "https://github.com/weixiongust/rlhf-reward-modeling" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Tw9nfNyOMy
poster
2405.17398
Vista: A Generalizable Driving World Model with High Fidelity and Versatile Controllability
[ "Shenyuan Gao", "Jiazhi Yang", "Li Chen", "Kashyap Chitta", "Yihang Qiu", "Andreas Geiger", "Jun Zhang", "Hongyang Li" ]
https://huggingface.co/papers/2405.17398
[ "https://github.com/opendrivelab/vista" ]
[ "rerun/Vista" ]
[ "OpenDriveLab/Vista", "yanis9351/vivid01" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Tw032H2onS
poster
2406.07449
Boosted Conformal Prediction Intervals
[ "Ran Xie", "Rina Foygel Barber", "Emmanuel Candes" ]
[ "https://github.com/ran-xie/boosted-conformal" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=TutGINeJzZ
poster
2405.13453
A Huber Loss Minimization Approach to Mean Estimation under User-level Differential Privacy
[ "Puning Zhao", "Lifeng Lai", "Li Shen", "Qingming Li", "Jiafei Wu", "Zhe Liu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=TusuJSbRxm
poster
Trajectory Data Suffices for Statistically Efficient Learning in Offline RL with Linear q^π-Realizability and Concentrability
[ "Volodymyr Tkachuk", "Gellért Weisz", "Csaba Szepesvari" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=TuspoNzIdB
poster
Mixture of neural fields for heterogeneous reconstruction in cryo-EM
[ "Axel Levy", "Rishwanth Raghu", "David Shustin", "Adele Rui-Yang Peng", "Huan Li", "Oliver Biggs Clarke", "Gordon Wetzstein", "Ellen D Zhong" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=TuCQdBo4NC
poster
FEEL-SNN: Robust Spiking Neural Networks with Frequency Encoding and Evolutionary Leak Factor
[ "Mengting Xu", "De Ma", "Huajin Tang", "Qian Zheng", "Gang Pan" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=TtcwVuBZu1
poster
2410.06806
QuadMamba: Learning Quadtree-based Selective Scan for Visual State Space Model
[ "Fei Xie", "Weijia Zhang", "Zhongdao Wang", "Chao Ma" ]
[ "https://github.com/vision-sjtu/quadmamba" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Tt2xJaxDc4
poster
2411.09517
Randomized Truthful Auctions with Learning Agents
[ "Gagan Aggarwal", "Anupam Gupta", "Andres Perlroth", "Grigoris Velegkas" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Tsb4dVtCHx
poster
2405.13940
High-dimensional (Group) Adversarial Training in Linear Regression
[ "Yiling Xie", "Xiaoming Huo" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=TrXV4dMDcG
poster
2407.15792
Robust Mixture Learning when Outliers Overwhelm Small Groups
[ "Daniil Dmitriev", "Rares-Darius Buhai", "Stefan Tiegel", "Alexander Wolters", "Gleb Novikov", "Amartya Sanyal", "David Steurer", "Fanny Yang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=TrN5TcWY87
poster
2411.05330
Inversion-based Latent Bayesian Optimization
[ "Jaewon Chu", "Jinyoung Park", "Seunghun Lee", "Hyunwoo J. Kim" ]
[ "https://github.com/mlvlab/invbo" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Tpx9gcZVBf
poster
2306.09192
DiffAug: A Diffuse-and-Denoise Augmentation for Training Robust Classifiers
[ "Chandramouli Shama Sastry", "Sri Harsha Dumpala", "Sageev Oore" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Tnl2K6Iz9j
poster
Dynamic Service Fee Pricing under Strategic Behavior: Actions as Instruments and Phase Transition
[ "Rui Ai", "David Simchi-Levi", "Feng Zhu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Tj5wJslj0R
poster
2410.20768
Task Confusion and Catastrophic Forgetting in Class-Incremental Learning: A Mathematical Framework for Discriminative and Generative Modelings
[ "Milad Khademi Nori", "IL MIN KIM" ]
[ "https://github.com/miladkhademinori/class-incremental-learning" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Ti3ciyqlS3
poster
2410.04013
Improving Temporal Link Prediction via Temporal Walk Matrix Projection
[ "Xiaodong Lu", "Leilei Sun", "Tongyu Zhu", "Weifeng Lv" ]
[ "https://github.com/lxd99/tpnet" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Thou1rKdpZ
poster
2402.14951
In-Context Learning of a Linear Transformer Block: Benefits of the MLP Component and One-Step GD Initialization
[ "Ruiqi Zhang", "Jingfeng Wu", "Peter Bartlett" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Tg2EVad7VF
poster
2405.13274
DiffNorm: Self-Supervised Normalization for Non-autoregressive Speech-to-speech Translation
[ "Weiting Tan", "Jingyu Zhang", "Lingfeng Shen", "Daniel Khashabi", "Philipp Koehn" ]
[ "https://github.com/steventan0110/diffnorm" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=TeQvz5AlI8
poster
2410.12307
DAT: Improving Adversarial Robustness via Generative Amplitude Mix-up in Frequency Domain
[ "Fengpeng Li", "Kemou Li", "Haiwei Wu", "Jinyu Tian", "Jiantao Zhou" ]
[ "https://github.com/Feng-peng-Li/DAT" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=TeBKVfhP2M
poster
2407.15504
Fundamental Limits of Prompt Compression: A Rate-Distortion Framework for Black-Box Language Models
[ "Alliot Nagle", "Adway Girish", "Marco Bondaschi", "Michael Gastpar", "Ashok Vardhan Makkuva", "Hyeji Kim" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Te8vI2wGTh
poster
Hyper-opinion Evidential Deep Learning for Out-of-Distribution Detection
[ "Jingen Qu", "Yufei Chen", "Xiaodong Yue", "Wei Fu", "Qiguang Huang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Tck41RANGK
poster
2405.15593
MicroAdam: Accurate Adaptive Optimization with Low Space Overhead and Provable Convergence
[ "Ionut-Vlad Modoranu", "Mher Safaryan", "Grigory Malinovsky", "Eldar Kurtic", "Thomas Robert", "Peter Richtárik", "Dan Alistarh" ]
https://huggingface.co/papers/2405.15593
[ "https://github.com/ist-daslab/microadam" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Tcft2V63Vd
poster
Unveiling The Matthew Effect Across Channels: Assessing Layer Width Sufficiency via Weight Norm Variance
[ "Yiting Chen", "Jiazi Bu", "Junchi Yan" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=TcCorXxNJQ
poster
2409.05976
FLoRA: Federated Fine-Tuning Large Language Models with Heterogeneous Low-Rank Adaptations
[ "Ziyao Wang", "Zheyu Shen", "Yexiao He", "Guoheng Sun", "Hongyi Wang", "Lingjuan Lyu", "Ang Li" ]
https://huggingface.co/papers/2409.05976
[ "https://github.com/atp-1010/federatedllm" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=TbPv0qFnHO
poster
2409.19252
Beyond Euclidean: Dual-Space Representation Learning for Weakly Supervised Video Violence Detection
[ "Jiaxu Leng", "Zhanjie Wu", "Mingpi Tan", "Yiran Liu", "Ji Gan", "Haosheng Chen", "Xinbo Gao" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=TZ5k9IYBBf
poster
Random Representations Outperform Online Continually Learned Representations
[ "Ameya Prabhu", "Shiven Sinha", "Ponnurangam Kumaraguru", "Philip Torr", "Ozan Sener", "Puneet K. Dokania" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=TYdzj1EvBP
poster
2406.11813
How Do Large Language Models Acquire Factual Knowledge During Pretraining?
[ "Hoyeon Chang", "Jinho Park", "Seonghyeon Ye", "Sohee Yang", "Youngkyung Seo", "Du-Seong Chang", "Minjoon Seo" ]
https://huggingface.co/papers/2406.11813
[ "https://github.com/kaistai/factual-knowledge-acquisition" ]
[]
[]
[ "kaist-ai/fictional-knowledge" ]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=TY9VoSZZIA
poster
2401.09184
A two-scale Complexity Measure for Deep Learning Models
[ "Massimiliano Datres", "Gian Paolo Leonardi", "Alessio Figalli", "David Sutter" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=TXsRGrzICz
oral
2406.17863
What type of inference is planning?
[ "Miguel Lazaro-Gredilla", "Li Yang Ku", "Kevin Patrick Murphy", "Dileep George" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=TWeVQ5meMW
poster
2407.12164
Subject-driven Text-to-Image Generation via Preference-based Reinforcement Learning
[ "Yanting Miao", "William Loh", "Suraj Kothawade", "Pascal Poupart", "Abdullah Rashwan", "Yeqing Li" ]
https://huggingface.co/papers/2407.12164
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=TVbCKAqoD8
poster
2402.05379
Trade-Offs of Diagonal Fisher Information Matrix Estimators
[ "Alexander Soen", "Ke Sun" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=TUwWBLjFk9
oral
On the Identifiability of Poisson Branching Structural Causal Model Using Probability Generating Function
[ "Yu Xiang", "Jie Qiao", "Zefeng Liang", "Zihuai Zeng", "Ruichu Cai", "Zhifeng Hao" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=TSaieShX3j
poster
SGD vs GD: Rank Deficiency in Linear Networks
[ "Aditya Varre", "Margarita Sagitova", "Nicolas Flammarion" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=TS09IypR3r
poster
2405.19807
MetaCURL: Non-stationary Concave Utility Reinforcement Learning
[ "Bianca Marin Moreno", "Margaux Brégère", "Pierre Gaillard", "Nadia Oudjane" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=TPtXnpRvur
poster
One-Step Effective Diffusion Network for Real-World Image Super-Resolution
[ "Rongyuan Wu", "Lingchen Sun", "Zhiyuan Ma", "Lei Zhang" ]
[ "https://github.com/cswry/osediff" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=TNQ0hxh3O1
poster
2410.20371
Open-Vocabulary Object Detection via Language Hierarchy
[ "Jiaxing Huang", "Jingyi Zhang", "Kai Jiang", "Shijian Lu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=TNEmAgwoXR
poster
Confident Natural Policy Gradient for Local Planning in q_π-realizable Constrained MDPs
[ "Tian Tian", "Lin Yang", "Csaba Szepesvari" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=TMlGQw7EbC
poster
Markov Equivalence and Consistency in Differentiable Structure Learning
[ "Chang Deng", "Kevin Bello", "Pradeep Kumar Ravikumar", "Bryon Aragam" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=TLUGoShY30
poster
2407.05771
Multi-times Monte Carlo Rendering for Inter-reflection Reconstruction
[ "Zhu Tengjie", "Zhuo Chen", "Jingnan Gao", "Yichao Yan", "Xiaokang Yang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=TJsknGasMy
poster
2408.10456
Differentially Private Stochastic Gradient Descent with Fixed-Size Minibatches: Tighter RDP Guarantees with or without Replacement
[ "Jeremiah Birrell", "Mohammadreza Ebrahimi", "Rouzbeh Behnia", "Jason Pacheco" ]
[ "https://github.com/star-ailab/FSRDP" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=TJiw1oLAcD
poster
2411.00402
Improving Viewpoint-Independent Object-Centric Representations through Active Viewpoint Selection
[ "Yinxuan Huang", "Chengmin Gao", "Bin Li", "Xiangyang Xue" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=TIhiFqGOYC
poster
2403.09085
Meaningful Learning: Enhancing Abstract Reasoning in Large Language Models via Generic Fact Guidance
[ "Kai Xiong", "Xiao Ding", "Ting Liu", "Bing Qin", "Dongliang Xu", "Qing Yang", "Hongtao Liu", "Yixin Cao" ]
[ "https://github.com/waste-wood/meanlearn" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=TGmwp9jJXl
poster
2406.09028
From Biased to Unbiased Dynamics: An Infinitesimal Generator Approach
[ "Timothée Devergne", "Vladimir R Kostic", "Michele Parrinello", "Massimiliano Pontil" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=TGC7HNf6nK
poster
2312.10104
Lever LM: Configuring In-Context Sequence to Lever Large Vision Language Models
[ "Xu Yang", "Yingzhe Peng", "Haoxuan Ma", "Shuo Xu", "Chi Zhang", "Yucheng Han", "Hanwang Zhang" ]
[ "https://github.com/forjadeforest/icd-lm" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=TFZlFRl9Ks
oral
2405.10314
CAT3D: Create Anything in 3D with Multi-View Diffusion Models
[ "Ruiqi Gao", "Aleksander Holynski", "Philipp Henzler", "Arthur Brussee", "Ricardo Martin Brualla", "Pratul P. Srinivasan", "Jonathan T. Barron", "Ben Poole" ]
https://huggingface.co/papers/2405.10314
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=TFAG9UznPv
poster
On the Scalability of Certified Adversarial Robustness with Generated Data
[ "Thomas Altstidl", "David Dobre", "Arthur Kosmala", "Bjoern Eskofier", "Gauthier Gidel", "Leo Schwinn" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=TBVLQjdFcA
oral
Generated and Pseudo Content guided Prototype Refinement for Few-shot Point Cloud Segmentation
[ "Lili Wei", "Congyan Lang", "Ziyi Chen", "Tao Wang", "Yidong Li", "Jun Liu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=TALJtWX7w4
poster
LaSCal: Label-Shift Calibration without target labels
[ "Teodora Popordanoska", "Gorjan Radevski", "Tinne Tuytelaars", "Matthew B. Blaschko" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=TADTT9ughN
poster
2406.10023
Deep Bayesian Active Learning for Preference Modeling in Large Language Models
[ "Luckeciano Carvalho Melo", "Panagiotis Tigas", "Alessandro Abate", "Yarin Gal" ]
https://huggingface.co/papers/2406.10023
[ "https://github.com/luckeciano/bal-pm" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=TA5zPfH8iI
poster
2411.00715
B-cosification: Transforming Deep Neural Networks to be Inherently Interpretable
[ "Shreyash Arya", "Sukrut Rao", "Moritz Böhle", "Bernt Schiele" ]
https://huggingface.co/papers/2411.00715
[ "https://github.com/shrebox/b-cosification" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=T9PfJViMiJ
poster
HHD-GP: Incorporating Helmholtz-Hodge Decomposition into Gaussian Processes for Learning Dynamical Systems
[ "Hao Xu", "Jia Pan" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=T9GbbWbNQG
poster
2411.02824
Layer-Adaptive State Pruning for Deep State Space Models
[ "Minseon Gwak", "Seongrok Moon", "Joohwan Ko", "PooGyeon Park" ]
[ "https://github.com/msgwak/last" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=T826pwZLci
poster
2409.19092
Federated Online Prediction from Experts with Differential Privacy: Separations and Regret Speed-ups
[ "Fengyu Gao", "Ruiquan Huang", "Jing Yang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=T7dS1Ghwwu
poster
2406.06818
Conformal Prediction for Class-wise Coverage via Augmented Label Rank Calibration
[ "Yuanjie Shi", "SUBHANKAR GHOSH", "Taha Belkhouja", "Jana Doppa", "Yan Yan" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=T6LOGZBC2m
poster
2405.17708
OPERA: Automatic Offline Policy Evaluation with Re-weighted Aggregates of Multiple Estimators
[ "Allen Nie", "Yash Chandak", "Christina J. Yuan", "Anirudhan Badrinath", "Yannis Flet-Berliac", "Emma Brunskill" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=T5UfIfmDbq
oral
Monte Carlo Tree Search based Space Transfer for Black Box Optimization
[ "Shukuan Wang", "Ke Xue", "Lei Song", "Xiaobin Huang", "Chao Qian" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=T5Cerv7PT2
poster
Simplifying Constraint Inference with Inverse Reinforcement Learning
[ "Adriana Hugessen", "Harley Wiltzer", "Glen Berseth" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=T56j6aV8Oc
oral
2402.19449
Heavy-Tailed Class Imbalance and Why Adam Outperforms Gradient Descent on Language Models
[ "Frederik Kunstner", "Robin Yadav", "Alan Milligan", "Mark Schmidt", "Alberto Bietti" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=T1lFrYwtf7
poster
2411.00686
Latent Paraphrasing: Perturbation on Layers Improves Knowledge Injection in Language Models
[ "Minki Kang", "Sung Ju Hwang", "Gibbeum Lee", "Jaewoong Cho" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=T0glCBw28a
oral
2407.11004
The ALCHEmist: Automated Labeling 500x CHEaper than LLM Data Annotators
[ "Tzu-Heng Huang", "Catherine Cao", "Vaishnavi Bhargava", "Frederic Sala" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=T0e4Nw09XX
poster
Universal Rates for Active Learning
[ "Steve Hanneke", "Amin Karbasi", "Shay Moran", "Grigoris Velegkas" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=T0axIflVDD
poster
2409.20371
Frequency Adaptive Normalization For Non-stationary Time Series Forecasting
[ "Weiwei Ye", "Songgaojun Deng", "Qiaosha Zou", "Ning Gui" ]
[ "https://github.com/wayne155/FAN" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=T07OHxcEYP
poster
2404.07559
Differentially Private Reinforcement Learning with Self-Play
[ "Dan Qiao", "Yu-Xiang Wang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=SyMhGilvCv
poster
2405.15282
Prompt Tuning Strikes Back: Customizing Foundation Models with Low-Rank Prompt Adaptation
[ "Abhinav Jain", "Swarat Chaudhuri", "Thomas Reps", "Chris Jermaine" ]
[ "https://github.com/jabhinav/prompt-tuning-strikes-back-with-lopa" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=SxRblm9aMs
oral
2310.00526
Are Graph Neural Networks Optimal Approximation Algorithms?
[ "Morris Yau", "Nikolaos Karalias", "Eric Hanqing Lu", "Jessica Xu", "Stefanie Jegelka" ]
[ "https://github.com/penlu/bespoke-gnn4do" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Swh8LxuycA
poster
2407.13887
Learning Goal-Conditioned Representations for Language Reward Models
[ "Vaskar Nath", "Dylan Z Slack", "Jeff Da", "Yuntao Ma", "Hugh Zhang", "Spencer Whitehead", "Sean M. Hendryx" ]
https://huggingface.co/papers/2407.13887
[ "https://github.com/vaskarnathscale/goal-conditioned-rm" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=SvmJJJS0q1
poster
2409.17840
Detecting and Measuring Confounding Using Causal Mechanism Shifts
[ "Abbavaram Gowtham Reddy", "Vineeth N. Balasubramanian" ]
[ "https://github.com/gautam0707/cd_cnf" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=SuLxkxCENa
poster
2410.15059
Deep Equilibrium Algorithmic Reasoning
[ "Dobrik Georgiev Georgiev", "JJ Wilson", "Davide Buffelli", "Pietro Lio" ]
[ "https://github.com/HekpoMaH/DEAR" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=StapcUWm9q
oral
2402.09712
Diffusion Model with Cross Attention as an Inductive Bias for Disentanglement
[ "Tao Yang", "Cuiling Lan", "Yan Lu", "Nanning Zheng" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Ss7l98DVvD
poster
2406.10373
Wild-GS: Real-Time Novel View Synthesis from Unconstrained Photo Collections
[ "Jiacong Xu", "Yiqun Mei", "Vishal M. Patel" ]
https://huggingface.co/papers/2406.10373
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=SrQua0ATRZ
poster
Diffusion-Inspired Truncated Sampler for Text-Video Retrieval
[ "Jiamian Wang", "Pichao WANG", "Dongfang Liu", "Qiang Guan", "Sohail Dianat", "MAJID RABBANI", "Raghuveer Rao", "ZHIQIANG TAO" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=SrFbgIjb53
poster
MoGU: A Framework for Enhancing Safety of LLMs While Preserving Their Usability
[ "Yanrui Du", "Sendong Zhao", "Danyang Zhao", "Ming Ma", "Yuhan Chen", "Liangyu Huo", "Qing Yang", "Dongliang Xu", "Bing Qin" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=SpcEwP6EYt
poster
EnOF-SNN: Training Accurate Spiking Neural Networks via Enhancing the Output Feature
[ "Yufei Guo", "Weihang Peng", "Xiaode Liu", "Yuanpei Chen", "Yuhan Zhang", "Xin Tong", "Zhou Jie", "Zhe Ma" ]
[ "" ]
[]
[]
[]
NeurIPS2024