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IAMJB
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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=BptJGaPn9C
poster
2410.23155
QWO: Speeding Up Permutation-Based Causal Discovery in LiGAMs
[ "Mohammad Shahverdikondori", "Ehsan Mokhtarian", "Negar Kiyavash" ]
[ "https://github.com/ban-epfl/QWO" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=BpJ6OTfWw3
poster
Clustering then Propagation: Select Better Anchors for Knowledge Graph Embedding
[ "KE LIANG", "Yue Liu", "Hao Li", "Lingyuan Meng", "Suyuan Liu", "Siwei Wang", "sihang zhou", "Xinwang Liu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=BmwcbNYkuH
poster
2411.09373
Are nuclear masks all you need for improved out-of-domain generalisation? A closer look at cancer classification in histopathology
[ "Dhananjay Tomar", "Alexander Binder", "Andreas Kleppe" ]
[ "https://github.com/undercutspiky/sfl" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=BmG3NgH5xu
poster
FERERO: A Flexible Framework for Preference-Guided Multi-Objective Learning
[ "Lisha Chen", "A F M Saif", "Yanning Shen", "Tianyi Chen" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Bjh4mcYs20
poster
Effective Exploration Based on the Structural Information Principles
[ "Xianghua Zeng", "Hao Peng", "Angsheng Li" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Bj2CpB9Dey
poster
2410.23499
Tangent Space Causal Inference: Leveraging Vector Fields for Causal Discovery in Dynamical Systems
[ "Kurt Butler", "Daniel Waxman", "Petar Djuric" ]
[ "https://github.com/KurtButler/tangentspaces" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=BiikUm6pLu
poster
2405.12952
Truncated Variance Reduced Value Iteration
[ "Yujia Jin", "Ishani Karmarkar", "Aaron Sidford", "Jiayi Wang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Bh0LLUp8OA
poster
2401.16198
Contracting with a Learning Agent
[ "Guru Guruganesh", "Yoav Kolumbus", "Jon Schneider", "Inbal Talgam-Cohen", "Emmanouil-Vasileios Vlatakis-Gkaragkounis", "Joshua Ruizhi Wang", "S. Matthew Weinberg" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=BgZcuEsYU8
poster
Causal Inference in the Closed-Loop: Marginal Structural Models for Sequential Excursion Effects
[ "Alexander W. Levis", "Gabriel Loewinger", "Francisco Pereira" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=BdGFgKrlHl
poster
2303.09205
Addressing Bias in Online Selection with Limited Budget of Comparisons
[ "Ziyad Benomar", "Evgenii Chzhen", "Nicolas Schreuder", "Vianney Perchet" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=BZh05P2EoN
poster
2305.12519
DPIC: Decoupling Prompt and Intrinsic Characteristics for LLM Generated Text Detection
[ "Xiao Yu", "Yuang Qi", "Kejiang Chen", "Guoqiang Chen", "Xi Yang", "PENGYUAN ZHU", "Xiuwei Shang", "Weiming Zhang", "Nenghai Yu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=BZLdXBjB8O
poster
2410.23091
CausalDiff: Causality-Inspired Disentanglement via Diffusion Model for Adversarial Defense
[ "Mingkun Zhang", "Keping Bi", "Wei Chen", "Quanrun Chen", "Jiafeng Guo", "Xueqi Cheng" ]
[ "https://github.com/cas-aisafetybasicresearchgroup/causaldiff" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=BUpxPo80QP
poster
2403.19652
InterDreamer: Zero-Shot Text to 3D Dynamic Human-Object Interaction
[ "Sirui Xu", "Ziyin Wang", "Yu-Xiong Wang", "Liangyan Gui" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=BSYn7ah4KX
poster
2404.04286
Bias Amplification in Language Model Evolution: An Iterated Learning Perspective
[ "Yi Ren", "Shangmin Guo", "Linlu Qiu", "Bailin Wang", "Danica J. Sutherland" ]
[ "https://github.com/joshua-ren/iicl" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=BRvGfN3Xfm
poster
A Unifying Normative Framework of Decision Confidence
[ "Amelia Johnson", "Michael A Buice", "Koosha Khalvati" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=BRZYhVHvSg
poster
2407.08571
Multi-Group Proportional Representation in Retrieval
[ "Alex Oesterling", "Claudio Mayrink Verdun", "Alexander Glynn", "Carol Xuan Long", "Lucas Monteiro Paes", "Sajani Vithana", "Martina Cardone", "Flavio Calmon" ]
[ "https://github.com/alex-oesterling/multigroup-proportional-representation" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=BRW0MKJ7Rr
poster
2410.11022
Action Gaps and Advantages in Continuous-Time Distributional Reinforcement Learning
[ "Harley Wiltzer", "Marc G Bellemare", "David Meger", "Patrick Shafto", "Yash Jhaveri" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=BROvXhmzYK
poster
2402.03620
SELF-DISCOVER: Large Language Models Self-Compose Reasoning Structures
[ "Pei Zhou", "Jay Pujara", "Xiang Ren", "Xinyun Chen", "Heng-Tze Cheng", "Quoc V Le", "Ed H. Chi", "Denny Zhou", "Swaroop Mishra", "Steven Zheng" ]
https://huggingface.co/papers/2402.03620
[ "" ]
[ "kailashsp/SELF-DISCOVER" ]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=BQh1SGvROG
poster
2406.08298
AdanCA: Neural Cellular Automata As Adaptors For More Robust Vision Transformer
[ "Yitao Xu", "Tong Zhang", "Sabine Susstrunk" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=BOtjMacACI
poster
2410.22952
Efficient Adaptation of Pre-trained Vision Transformer via Householder Transformation
[ "Wei Dong", "Yuan Sun", "Yiting Yang", "Xing Zhang", "Zhijun Lin", "Qingsen Yan", "Haokui Zhang", "Peng Wang", "Yang Yang", "Heng Tao Shen" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=BOrut7M2X7
poster
2403.11407
Divide-and-Conquer Posterior Sampling for Denoising Diffusion priors
[ "Yazid Janati", "Badr MOUFAD", "Alain Oliviero Durmus", "Eric Moulines", "Jimmy Olsson" ]
[ "https://github.com/badr-moufad/dcps" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=BOhnXyIPWW
poster
Locally Private and Robust Multi-Armed Bandits
[ "Xingyu Zhou", "WEI ZHANG" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=BNnZwbZGpm
poster
2411.05868
Provably Faster Algorithms for Bilevel Optimization via Without-Replacement Sampling
[ "Junyi Li", "Heng Huang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=BJv1t4XNJW
poster
2406.12272
Slot State Space Models
[ "Jindong Jiang", "Fei Deng", "Gautam Singh", "Minseung Lee", "Sungjin Ahn" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=BJrBaLoDRJ
poster
A robust inlier identification algorithm for point cloud registration via ℓ_0-minimization
[ "Yinuo Jiang", "Tang Xiuchuan", "Cheng Cheng", "Ye Yuan" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=BJndYScO6o
poster
Model-based Diffusion for Trajectory Optimization
[ "Chaoyi Pan", "Zeji Yi", "Guanya Shi", "Guannan Qu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=BJ6HkT7qIk
poster
2402.07307
Self-Calibrating Conformal Prediction
[ "Lars van der Laan", "Ahmed Alaa" ]
[ "https://github.com/larsvanderlaan/selfcalibratingconformal" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=BGOGknwHbi
poster
2405.17950
Self-Guiding Exploration for Combinatorial Problems
[ "Zangir Iklassov", "Yali Du", "Farkhad Akimov", "Martin Takáč" ]
[ "https://github.com/zangir/llm-for-cp" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=BFWdIPPLgZ
oral
2402.03902
A Phase Transition between Positional and Semantic Learning in a Solvable Model of Dot-Product Attention
[ "Hugo Cui", "Freya Behrens", "Florent Krzakala", "Lenka Zdeborova" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=BEiqNQZIky
poster
Efficiently Learning Significant Fourier Feature Pairs for Statistical Independence Testing
[ "Yixin Ren", "Yewei Xia", "Hao Zhang", "Jihong Guan", "Shuigeng Zhou" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=BDrWQTrfyI
poster
2408.08274
BAM! Just Like That: Simple and Efficient Parameter Upcycling for Mixture of Experts
[ "Qizhen Zhang", "Nikolas Gritsch", "Dwaraknath Gnaneshwar", "Simon Guo", "David Cairuz", "Bharat Venkitesh", "Jakob Nicolaus Foerster", "Phil Blunsom", "Sebastian Ruder", "Ahmet Üstün", "Acyr Locatelli" ]
https://huggingface.co/papers/2408.08274
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=BCA9NMZkLS
poster
2406.04823
BERTs are Generative In-Context Learners
[ "David Samuel" ]
https://huggingface.co/papers/2406.04823
[ "https://github.com/ltgoslo/bert-in-context" ]
[]
[ "ltg/deberta-xxlarge-fixed" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=BAmAFraxvf
poster
Toward Semantic Gaze Target Detection
[ "Samy Tafasca", "Anshul Gupta", "Victor Bros", "Jean-marc Odobez" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=BAjjINf0Oh
poster
2402.09483
Oracle-Efficient Differentially Private Learning with Public Data
[ "Adam Block", "Mark Bun", "Rathin Desai", "Abhishek Shetty", "Steven Wu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=BAfKBkr8IP
poster
Rethinking Fourier Transform from A Basis Functions Perspective for Long-term Time Series Forecasting
[ "Runze Yang", "Longbing Cao", "JIE YANG", "li jianxun" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=B9qg3wo75g
poster
2310.17638
Generative Fractional Diffusion Models
[ "Gabriel Nobis", "Maximilian Springenberg", "Marco Aversa", "Michael Detzel", "Rembert Daems", "Roderick Murray-Smith", "Shinichi Nakajima", "Sebastian Lapuschkin", "Stefano Ermon", "Tolga Birdal", "Manfred Opper", "Christoph Knochenhauer", "Luis Oala", "Wojciech Samek" ]
[ "https://github.com/gabrielnobis/gfdm" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=B9FPPdNmyk
poster
2410.11576
The Best of Both Worlds: On the Dilemma of Out-of-distribution Detection
[ "Qingyang Zhang", "Qiuxuan Feng", "Joey Tianyi Zhou", "Yatao Bian", "Qinghua Hu", "Changqing Zhang" ]
[ "https://github.com/qingyangzhang/dul" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=B7S4jJGlvl
poster
2409.09359
Symbolic Regression with a Learned Concept Library
[ "Arya Grayeli", "Atharva Sehgal", "Omar Costilla Reyes", "Miles Cranmer", "Swarat Chaudhuri" ]
[ "https://github.com/trishullab/LibraryAugmentedSymbolicRegression.jl" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=B74mb0tEY6
poster
Optimizing the coalition gain in Online Auctions with Greedy Structured Bandits
[ "Dorian Baudry", "Hugo Richard", "Maria Cherifa", "Vianney Perchet", "Clément Calauzènes" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=B5vQ7IQW7d
poster
Model Sensitivity Aware Continual Learning
[ "Zhenyi Wang", "Heng Huang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=B4q98aAZwt
poster
2402.05961
Genetic-guided GFlowNets for Sample Efficient Molecular Optimization
[ "Hyeonah Kim", "Minsu Kim", "Sanghyeok Choi", "Jinkyoo Park" ]
[ "https://github.com/hyeonahkimm/genetic_gfn" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=B4k2TecKT2
poster
Towards Accurate and Fair Cognitive Diagnosis via Monotonic Data Augmentation
[ "Zheng Zhang", "Wei Song", "Qi Liu", "Qingyang Mao", "Yiyan Wang", "Weibo Gao", "Zhenya Huang", "Shijin Wang", "Enhong Chen" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=B3rZZRALhk
poster
2411.03177
On improved Conditioning Mechanisms and Pre-training Strategies for Diffusion Models
[ "Tariq Berrada", "Pietro Astolfi", "Melissa Hall", "Reyhane Askari Hemmat", "Yohann Benchetrit", "Marton Havasi", "Matthew J. Muckley", "Karteek Alahari", "Adriana Romero-Soriano", "Jakob Verbeek", "Michal Drozdzal" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=B2cTLakrhV
poster
Differentiable Structure Learning with Partial Orders
[ "Taiyu Ban", "Lyuzhou Chen", "Xiangyu Wang", "Xin Wang", "Derui Lyu", "Huanhuan Chen" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=B29BlRe26Z
poster
SLowcalSGD : Slow Query Points Improve Local-SGD for Stochastic Convex Optimization
[ "Tehila Dahan", "Kfir Yehuda Levy" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=B1vGiSgELw
poster
2405.19315
Matryoshka Query Transformer for Large Vision-Language Models
[ "Wenbo Hu", "Zi-Yi Dou", "Liunian Harold Li", "Amita Kamath", "Nanyun Peng", "Kai-Wei Chang" ]
https://huggingface.co/papers/2405.19315
[ "https://github.com/gordonhu608/mqt-llava" ]
[ "gordonhu/MQT-LLaVA" ]
[ "gordonhu/MQT-LLaVA-7b" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=B1Iq1EOiVU
poster
DeformableTST: Transformer for Time Series Forecasting without Over-reliance on Patching
[ "Donghao Luo", "Xue Wang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=B1FOes6cyq
poster
2402.02769
Learning from Teaching Regularization: Generalizable Correlations Should be Easy to Imitate
[ "Can Jin", "Tong Che", "Hongwu Peng", "Yiyuan Li", "Dimitris N. Metaxas", "Marco Pavone" ]
[ "https://github.com/jincan333/lot" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=B0OWOkMwhz
poster
2411.04924
MVSplat360: Feed-Forward 360 Scene Synthesis from Sparse Views
[ "Yuedong Chen", "Chuanxia Zheng", "Haofei Xu", "Bohan Zhuang", "Andrea Vedaldi", "Tat-Jen Cham", "Jianfei Cai" ]
[ "https://github.com/donydchen/mvsplat360" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=AvWB40qXZh
poster
NeuMA: Neural Material Adaptor for Visual Grounding of Intrinsic Dynamics
[ "Junyi Cao", "Shanyan Guan", "Yanhao Ge", "Wei Li", "Xiaokang Yang", "Chao Ma" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=AvBuK8Ezrg
poster
2409.17510
NeuroPath: A Neural Pathway Transformer for Joining the Dots of Human Connectomes
[ "Ziquan Wei", "Tingting Dan", "Jiaqi Ding", "Guorong Wu" ]
[ "https://github.com/Chrisa142857/neuro_detour" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=As91fJvY9E
poster
2401.05975
End-to-end Learnable Clustering for Intent Learning in Recommendation
[ "Yue Liu", "Shihao Zhu", "Jun Xia", "YINGWEI MA", "Jian Ma", "Xinwang Liu", "Shengju Yu", "Kejun Zhang", "Wenliang Zhong" ]
[ "https://github.com/yueliu1999/elcrec" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=AqcPvWwktK
oral
Semi-supervised Multi-label Learning with Balanced Binary Angular Margin Loss
[ "Ximing Li", "Silong Liang", "Changchun Li", "pengfei wang", "Fangming Gu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=AprsVxrwXT
poster
2406.06367
MVGamba: Unify 3D Content Generation as State Space Sequence Modeling
[ "Xuanyu Yi", "Zike Wu", "Qiuhong Shen", "Qingshan Xu", "Pan Zhou", "Joo Hwee Lim", "Shuicheng YAN", "Xinchao Wang", "Hanwang Zhang" ]
https://huggingface.co/papers/2406.06367
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Apq6corvfZ
poster
2406.19566
Instance-Optimal Private Density Estimation in the Wasserstein Distance
[ "Vitaly Feldman", "Audra McMillan", "Satchit Sivakumar", "Kunal Talwar" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=AoEeBqP8AD
poster
Unsupervised Anomaly Detection in The Presence of Missing Values
[ "Feng Xiao", "Jicong Fan" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Ao0FiZqrXa
poster
2409.19681
Simple and Fast Distillation of Diffusion Models
[ "Zhenyu Zhou", "Defang Chen", "Can Wang", "Chun Chen", "Siwei Lyu" ]
https://huggingface.co/papers/2409.19681
[ "https://github.com/zju-pi/diff-sampler" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=AkiPax5SXu
poster
On the Minimax Regret for Contextual Linear Bandits and Multi-Armed Bandits with Expert Advice
[ "Shinji Ito" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Aj8RKCGwjE
poster
2406.02176
AROMA: Preserving Spatial Structure for Latent PDE Modeling with Local Neural Fields
[ "Louis Serrano", "Thomas X Wang", "Etienne Le Naour", "Jean-Noël Vittaut", "Patrick Gallinari" ]
https://huggingface.co/papers/2406.02176
[ "https://github.com/louisserrano/aroma" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Aj0Zf28l6o
poster
2410.20255
Equivariant Blurring Diffusion for Hierarchical Molecular Conformer Generation
[ "Jiwoong Park", "Yang Shen" ]
[ "https://github.com/shen-lab/ebd" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=AiMs8GPP5q
poster
Contrastive-Equivariant Self-Supervised Learning Improves Alignment with Primate Visual Area IT
[ "Thomas Edward Yerxa", "Jenelle Feather", "Eero P Simoncelli", "SueYeon Chung" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Ai76ATrb2y
oral
2406.02797
Auditing Privacy Mechanisms via Label Inference Attacks
[ "Robert Istvan Busa-Fekete", "Travis Dick", "Claudio Gentile", "Andres Munoz medina", "Adam Smith", "Marika Swanberg" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=AhlaBDHMQh
poster
2410.22472
Learning Identifiable Factorized Causal Representations of Cellular Responses
[ "Haiyi Mao", "Romain Lopez", "Kai Liu", "Jan-Christian Huetter", "David Richmond", "Panayiotis V. Benos", "Lin Qiu" ]
[ "https://github.com/Genentech/fcr" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=AhjTu2aiiW
poster
2307.02276
First-Explore, then Exploit: Meta-Learning to Solve Hard Exploration-Exploitation Trade-Offs
[ "Ben Norman", "Jeff Clune" ]
[ "https://github.com/btnorman/First-Explore" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=AfzbDw6DSp
poster
2405.18512
Understanding Transformer Reasoning Capabilities via Graph Algorithms
[ "Clayton Sanford", "Bahare Fatemi", "Ethan Hall", "Anton Tsitsulin", "Mehran Kazemi", "Jonathan Halcrow", "Bryan Perozzi", "Vahab Mirrokni" ]
https://huggingface.co/papers/2405.18512
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=AdS3H8SaPi
poster
2409.13074
What does guidance do? A fine-grained analysis in a simple setting
[ "Muthu Chidambaram", "Khashayar Gatmiry", "Sitan Chen", "Holden Lee", "Jianfeng Lu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Ad3PzTuqIq
poster
SpelsNet: Surface Primitive Elements Segmentation by B-Rep Graph Structure Supervision
[ "Kseniya Cherenkova", "Elona Dupont", "Anis Kacem", "Gleb A Gusev", "Djamila Aouada" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Actjv6Wect
poster
2410.23273
Proportional Fairness in Non-Centroid Clustering
[ "Ioannis Caragiannis", "Evi Micha", "Nisarg Shah" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=AcBLtTKK5q
poster
2405.20413
Jailbreaking Large Language Models Against Moderation Guardrails via Cipher Characters
[ "Haibo Jin", "Andy Zhou", "Joe D. Menke", "Haohan Wang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=AbZyNGWfpN
poster
2411.01800
Expanding Sparse Tuning for Low Memory Usage
[ "Shufan Shen", "Junshu Sun", "Xiangyang Ji", "Qingming Huang", "Shuhui Wang" ]
[ "https://github.com/ssfgunner/snell" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=AbTpJl7vN6
oral
2411.03840
Flexible task abstractions emerge in linear networks with fast and bounded units
[ "Kai Jappe Sandbrink", "Jan Philipp Bauer", "Alexandra Maria Proca", "Andrew M Saxe", "Christopher Summerfield", "Ali Hummos" ]
[ "https://github.com/aproca/neural_task_abstraction" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=AYq6GxxrrY
poster
2406.14426
Transferable Boltzmann Generators
[ "Leon Klein", "Frank Noe" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=AYntCZvoLI
poster
2410.04847
Causal Context Adjustment Loss for Learned Image Compression
[ "Minghao Han", "Shiyin Jiang", "Shengxi Li", "Xin Deng", "Mai Xu", "Ce Zhu", "Shuhang Gu" ]
[ "https://github.com/LabShuHangGU/CCA" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=AYDBFxNon4
poster
2405.14992
Linking In-context Learning in Transformers to Human Episodic Memory
[ "Li Ji-An", "Corey Yishan Zhou", "Marcus K. Benna", "Marcelo G Mattar" ]
https://huggingface.co/papers/2405.14992
[ "https://github.com/corxyz/icl-cmr" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=AXcYtHQnxt
poster
2406.01429
EAGLE: Efficient Adaptive Geometry-based Learning in Cross-view Understanding
[ "Thanh-Dat Truong", "Utsav Prabhu", "Dongyi Wang", "Bhiksha Raj", "Susan Gauch", "Jeyamkondan Subbiah", "Khoa Luu" ]
https://huggingface.co/papers/2406.01429
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=AWFryOJaGi
poster
2403.10978
Lambda: Learning Matchable Prior For Entity Alignment with Unlabeled Dangling Cases
[ "Hang Yin", "Liyao Xiang", "Dong Ding", "Yuheng He", "Yihan Wu", "Pengzhi Chu", "Xinbing Wang", "Chenghu Zhou" ]
[ "https://github.com/Handon112358/NeurIPS_2024_Learning-Matchable-Prior-For-Entity-Alignment-with-Unlabeled-Dangling-Cases" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=AVrGtVrx10
poster
Probabilistic Conformal Distillation for Enhancing Missing Modality Robustness
[ "mengxi Chen", "Fei Zhang", "Zihua Zhao", "Jiangchao Yao", "Ya Zhang", "Yanfeng Wang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=AVd7DpiooC
oral
2403.16552
QKFormer: Hierarchical Spiking Transformer using Q-K Attention
[ "Chenlin Zhou", "Han Zhang", "Zhaokun Zhou", "Liutao Yu", "Liwei Huang", "Xiaopeng Fan", "Li Yuan", "Zhengyu Ma", "Huihui Zhou", "Yonghong Tian" ]
[ "https://github.com/zhouchenlin2096/qkformer" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=AUg9D2VjcF
poster
2410.23808
One Sample Fits All: Approximating All Probabilistic Values Simultaneously and Efficiently
[ "Weida Li", "Yaoliang Yu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=AUeTkSymOq
poster
2405.15545
Freya PAGE: First Optimal Time Complexity for Large-Scale Nonconvex Finite-Sum Optimization with Heterogeneous Asynchronous Computations
[ "Alexander Tyurin", "Kaja Gruntkowska", "Peter Richtárik" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ATSPPGEmAA
poster
2310.14129
Optimal Batched Best Arm Identification
[ "Tianyuan Jin", "Yu Yang", "Jing Tang", "Xiaokui Xiao", "Pan Xu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ASv9lQcHCc
poster
2401.07080
GoMatching: A Simple Baseline for Video Text Spotting via Long and Short Term Matching
[ "Haibin He", "Maoyuan Ye", "Jing Zhang", "Juhua Liu", "Bo Du", "Dacheng Tao" ]
[ "https://github.com/hxyz-123/gomatching" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ASqdVeifn7
poster
2405.18144
4-bit Shampoo for Memory-Efficient Network Training
[ "Sike Wang", "Pan Zhou", "Jia Li", "Hua Huang" ]
https://huggingface.co/papers/2405.18144
[ "https://github.com/sike-wang/low-bit-shampoo" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ARV1gJSOzV
poster
2311.03087
Persistent Homology for High-dimensional Data Based on Spectral Methods
[ "Sebastian Damrich", "Philipp Berens", "Dmitry Kobak" ]
[ "https://github.com/berenslab/eff-ph" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ARLEUVVfTL
poster
Improving Neural ODE Training with Temporal Adaptive Batch Normalization
[ "Su Zheng", "Zhengqi Gao", "Fan-Keng Sun", "Duane S Boning", "Bei Yu", "Martin D. Wong" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ARAxPPIAhq
oral
2405.04517
xLSTM: Extended Long Short-Term Memory
[ "Maximilian Beck", "Korbinian Pöppel", "Markus Spanring", "Andreas Auer", "Oleksandra Prudnikova", "Michael K Kopp", "Günter Klambauer", "Johannes Brandstetter", "Sepp Hochreiter" ]
https://huggingface.co/papers/2405.04517
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=AQ1umQL7dZ
poster
Model Decides How to Tokenize: Adaptive DNA Sequence Tokenization with MxDNA
[ "Lifeng Qiao", "Peng Ye", "Yuchen Ren", "Weiqiang Bai", "chaoqi liang", "Xinzhu Ma", "Nanqing Dong", "Wanli Ouyang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=APSBwuMopO
poster
2406.08527
Optimized Feature Generation for Tabular Data via LLMs with Decision Tree Reasoning
[ "Jaehyun Nam", "Kyuyoung Kim", "Seunghyuk Oh", "Jihoon Tack", "Jaehyung Kim", "Jinwoo Shin" ]
[ "https://github.com/jaehyun513/octree" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=APBq3KAmFa
poster
A New Neural Kernel Regime: The Inductive Bias of Multi-Task Learning
[ "Julia B Nakhleh", "Joseph Shenouda", "Robert D Nowak" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ANO1i9JPtb
oral
2406.04271
Buffer of Thoughts: Thought-Augmented Reasoning with Large Language Models
[ "Ling Yang", "Zhaochen Yu", "Tianjun Zhang", "Shiyi Cao", "Minkai Xu", "Wentao Zhang", "Joseph E. Gonzalez", "Bin CUI" ]
https://huggingface.co/papers/2406.04271
[ "https://github.com/yangling0818/buffer-of-thought-llm" ]
[]
[ "BitStarWalkin/SuperCorrect-7B", "QuantFactory/SuperCorrect-7B-GGUF", "Triangle104/SuperCorrect-7B-Q4_K_S-GGUF", "Triangle104/SuperCorrect-7B-Q4_K_M-GGUF", "mav23/SuperCorrect-7B-GGUF", "Triangle104/SuperCorrect-7B-Q5_K_S-GGUF", "Triangle104/SuperCorrect-7B-Q5_K_M-GGUF", "Triangle104/SuperCorrect-7B-Q6_K-GGUF", "Triangle104/SuperCorrect-7B-Q8_0-GGUF", "RichardErkhov/BitStarWalkin_-_SuperCorrect-7B-gguf" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ALU676zGFE
poster
MTGS: A Novel Framework for Multi-Person Temporal Gaze Following and Social Gaze Prediction
[ "Anshul Gupta", "Samy Tafasca", "Arya Farkhondeh", "Pierre Vuillecard", "Jean-marc Odobez" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ALISPmDPCq
poster
2405.16281
ConStat: Performance-Based Contamination Detection in Large Language Models
[ "Jasper Dekoninck", "Mark Niklas Mueller", "Martin Vechev" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=AKBTFQhCjm
poster
DEFT: Efficient Fine-tuning of Diffusion Models by Learning the Generalised h-transform
[ "Alexander Denker", "Francisco Vargas", "Shreyas Padhy", "Kieran Didi", "Simon V Mathis", "Riccardo Barbano", "Vincent Dutordoir", "Emile Mathieu", "Urszula Julia Komorowska", "Pietro Lio" ]
[ "https://github.com/alexdenker/deft" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=AH5KwUSsln
poster
2402.00957
Credal Learning Theory
[ "Michele Caprio", "Maryam Sultana", "Eleni Elia", "Fabio Cuzzolin" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=AH1mFs3c7o
poster
2311.15864
InterControl: Zero-shot Human Interaction Generation by Controlling Every Joint
[ "Zhenzhi Wang", "Jingbo Wang", "Yixuan Li", "Dahua Lin", "Bo Dai" ]
https://huggingface.co/papers/2311.15864
[ "https://github.com/zhenzhiwang/intercontrol" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=AFnSMlye5K
poster
2410.23595
Disentangling Interpretable Factors with Supervised Independent Subspace Principal Component Analysis
[ "Jiayu Su", "David A. Knowles", "Raul Rabadan" ]
[ "https://github.com/JiayuSuPKU/sispca" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=AF32GbuupC
poster
2410.16845
Fast Graph Sharpness-Aware Minimization for Enhancing and Accelerating Few-Shot Node Classification
[ "Yihong Luo", "Yuhan Chen", "Siya Qiu", "Yiwei Wang", "Chen Zhang", "Yan Zhou", "Xiaochun Cao", "Jing Tang" ]
[ "https://github.com/draym28/fgsam_neurips24" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ADV0Pzi3Ol
poster
2411.00132
Beyond Accuracy: Ensuring Correct Predictions With Correct Rationales
[ "Tang Li", "Mengmeng Ma", "Xi Peng" ]
[ "https://github.com/deep-real/dcp" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ADJASE9uQ2
poster
2406.06649
2DQuant: Low-bit Post-Training Quantization for Image Super-Resolution
[ "Kai Liu", "Haotong Qin", "Yong Guo", "Xin Yuan", "Linghe Kong", "Guihai Chen", "Yulun Zhang" ]
[ "https://github.com/kai-liu001/2dquant" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ACIDDnTbSJ
poster
Feint Behaviors and Strategies: Formalization, Implementation and Evaluation
[ "Junyu Liu", "Xiangjun Peng" ]
[ "" ]
[]
[]
[]
NeurIPS2024