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IAMJB
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paper_conference_aggregate

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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=GproaSYZk5
poster
2406.01424
Universal In-Context Approximation By Prompting Fully Recurrent Models
[ "Aleksandar Petrov", "Tom A. Lamb", "Alasdair Paren", "Philip Torr", "Adel Bibi" ]
https://huggingface.co/papers/2406.01424
[ "https://github.com/aleksandarpetrov/lsrl" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=GnaFrZRHPf
poster
2406.02764
Adaptive Preference Scaling for Reinforcement Learning with Human Feedback
[ "Ilgee Hong", "Zichong Li", "Alexander Bukharin", "Yixiao Li", "Haoming Jiang", "Tianbao Yang", "Tuo Zhao" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=GnF9tavqgc
poster
2410.10118
Physical Consistency Bridges Heterogeneous Data in Molecular Multi-Task Learning
[ "Yuxuan Ren", "Dihan Zheng", "Chang Liu", "Peiran Jin", "Yu Shi", "Lin Huang", "Jiyan He", "Shengjie Luo", "Tao Qin", "Tie-Yan Liu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=GnAfyR8AhC
poster
2311.01723
Towards Calibrated Robust Fine-Tuning of Vision-Language Models
[ "Changdae Oh", "Hyesu Lim", "Mijoo Kim", "Dongyoon Han", "Sangdoo Yun", "Jaegul Choo", "Alexander G Hauptmann", "Zhi-Qi Cheng", "Kyungwoo Song" ]
[ "https://github.com/MLAI-Yonsei/CaRot" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=GmdGEF8xxU
poster
What Is Missing For Graph Homophily? Disentangling Graph Homophily For Graph Neural Networks
[ "Yilun Zheng", "Sitao Luan", "Lihui Chen" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Glt37xoU7e
poster
Omnigrasp: Simulated Humanoid Grasping on Diverse Objects
[ "Zhengyi Luo", "Jinkun Cao", "Sammy Christen", "Alexander Winkler", "Kris M. Kitani", "Weipeng Xu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=GlXUxNI6TN
poster
Abductive Reasoning in Logical Credal Networks
[ "Radu Marinescu", "Junkyu Lee", "Debarun Bhattacharjya", "Fabio Cozman", "Alexander G. Gray" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=GlD9Juva5V
poster
2409.06029
SongCreator: Lyrics-based Universal Song Generation
[ "Shun Lei", "Yixuan Zhou", "Boshi Tang", "Max W. Y. Lam", "Feng liu", "Hangyu Liu", "Jingcheng Wu", "Shiyin Kang", "Zhiyong Wu", "Helen M. Meng" ]
https://huggingface.co/papers/2409.06029
[ "https://github.com/lucidrains/vector-quantize-pytorch" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=GkzrVxs9LS
poster
2404.18933
Learning Low-Rank Feature for Thorax Disease Classification
[ "Yancheng Wang", "Rajeev Goel", "Utkarsh Nath", "Alvin C Silva", "Teresa Wu", "Yingzhen Yang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=GkJbXpd3wM
poster
Active Set Ordering
[ "Quoc Phong Nguyen", "Sunil Gupta", "Svetha Venkatesh", "Bryan Kian Hsiang Low", "Patrick Jaillet" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=GkHXBasQwm
poster
2406.07754
HOI-Swap: Swapping Objects in Videos with Hand-Object Interaction Awareness
[ "Zihui Xue", "Mi Luo", "Changan Chen", "Kristen Grauman" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Gi00NVru6n
poster
2406.05223
CorDA: Context-Oriented Decomposition Adaptation of Large Language Models for Task-Aware Parameter-Efficient Fine-tuning
[ "Yibo Yang", "Xiaojie Li", "Zhongzhu Zhou", "Shuaiwen Leon Song", "Jianlong Wu", "Liqiang Nie", "Bernard Ghanem" ]
https://huggingface.co/papers/2406.05223
[ "https://github.com/iboing/corda" ]
[]
[ "iboing/CorDA_IPA_math_finetuned_math", "iboing/CorDA_KPA_nqopen_finetuned_math" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=GhqdnLZMAz
poster
2410.20483
Improving Decision Sparsity
[ "Yiyang Sun", "Tong Wang", "Cynthia Rudin" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=GgV6UczIWM
poster
2410.19637
A distributional simplicity bias in the learning dynamics of transformers
[ "Riccardo Rende", "Federica Gerace", "Alessandro Laio", "Sebastian Goldt" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=GgIJeoSLjQ
poster
Continuous Heatmap Regression for Pose Estimation via Implicit Neural Representation
[ "Shengxiang Hu", "Huaijiang Sun", "Dong Wei", "Xiaoning Sun", "Jin Wang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=GeE5qF6ICg
poster
2410.17066
Neuronal Competition Groups with Supervised STDP for Spike-Based Classification
[ "Gaspard Goupy", "Pierre Tirilly", "Ioan Marius Bilasco" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Gcks157FI3
poster
2405.20853
MeshXL: Neural Coordinate Field for Generative 3D Foundation Models
[ "Sijin Chen", "Xin Chen", "Anqi Pang", "Xianfang Zeng", "Wei Cheng", "Yijun Fu", "Fukun Yin", "Zhibin Wang", "Jingyi Yu", "Gang Yu", "BIN FU", "Tao Chen" ]
https://huggingface.co/papers/2405.20853
[ "https://github.com/openmeshlab/meshxl" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=GcZgo9ffGt
poster
2405.14394
Instruction Tuning With Loss Over Instructions
[ "Zhengyan Shi", "Adam X. Yang", "Bin Wu", "Laurence Aitchison", "Emine Yilmaz", "Aldo Lipani" ]
https://huggingface.co/papers/2405.14394
[ "https://github.com/zhengxiangshi/instructionmodelling" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=GbqzN9HiUC
poster
Latent Learning Progress Drives Autonomous Goal Selection in Human Reinforcement Learning
[ "Gaia Molinaro", "Cédric Colas", "Pierre-Yves Oudeyer", "Anne Collins" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Gb0mXhn5h3
poster
MiSO: Optimizing brain stimulation to create neural activity states
[ "Yuki Minai", "Joana Soldado-Magraner", "Matthew A. Smith", "Byron M. Yu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=GZoAUVSkaw
poster
First-Order Minimax Bilevel Optimization
[ "Yifan Yang", "Zhaofeng Si", "Siwei Lyu", "Kaiyi Ji" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=GZnsqBwHAG
poster
2405.17374
Navigating the Safety Landscape: Measuring Risks in Finetuning Large Language Models
[ "ShengYun Peng", "Pin-Yu Chen", "Matthew Daniel Hull", "Duen Horng Chau" ]
[ "https://github.com/shengyun-peng/llm-landscape" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=GYqs5Z4joA
poster
2405.14398
SpGesture: Source-Free Domain-adaptive sEMG-based Gesture Recognition with Jaccard Attentive Spiking Neural Network
[ "Weiyu Guo", "Ying Sun", "Yijie Xu", "Ziyue Qiao", "Yongkui Yang", "Hui Xiong" ]
[ "https://github.com/guoweiyu/spgesture" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=GYd5AfZaor
poster
Sample Selection via Contrastive Fragmentation for Noisy Label Regression
[ "Chris Dongjoo Kim", "Sangwoo Moon", "Jihwan Moon", "Dongyeon Woo", "Gunhee Kim" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=GVlJVX3iiq
poster
2410.09484
Bridging Gaps: Federated Multi-View Clustering in Heterogeneous Hybrid Views
[ "Xinyue Chen", "Yazhou Ren", "Jie Xu", "Fangfei Lin", "Xiaorong Pu", "Yang Yang" ]
[ "https://github.com/5martina5/fmcsc" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=GVgRbz8MvG
poster
2401.08468
Nonparametric Evaluation of Noisy ICA Solutions
[ "Syamantak Kumar", "Derek Bean", "Peter Bickel", "Purnamrita Sarkar" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=GUccmOMBv6
poster
2406.10670
CoLoR-Filter: Conditional Loss Reduction Filtering for Targeted Language Model Pre-training
[ "David Brandfonbrener", "Hanlin Zhang", "Andreas Kirsch", "Jonathan Richard Schwarz", "Sham M. Kakade" ]
https://huggingface.co/papers/2406.10670
[ "https://github.com/davidbrandfonbrener/color-filter-olmo" ]
[]
[]
[ "davidbrandfonbrener/color-filtered-c4" ]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=GTDKo3Sv9p
oral
2407.15595
Discrete Flow Matching
[ "Itai Gat", "Tal Remez", "Neta Shaul", "Felix Kreuk", "Ricky T. Q. Chen", "Gabriel Synnaeve", "Yossi Adi", "Yaron Lipman" ]
https://huggingface.co/papers/2407.15595
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=GRmQjLzaPM
poster
2405.17372
BehaviorGPT: Smart Agent Simulation for Autonomous Driving with Next-Patch Prediction
[ "Zikang Zhou", "Haibo HU", "Xinhong Chen", "Jianping Wang", "Nan Guan", "Kui Wu", "Yung-Hui Li", "Yu-Kai Huang", "Chun Jason Xue" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=GQrk0WGNiC
poster
2402.18752
Pre-training Differentially Private Models with Limited Public Data
[ "Zhiqi Bu", "Xinwei Zhang", "Sheng Zha", "Mingyi Hong", "George Karypis" ]
[ "https://github.com/awslabs/fast-differential-privacy" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=GQNvvQquO0
poster
Differentially Private Set Representations
[ "Sarvar Patel", "Giuseppe Persiano", "Joon Young Seo", "Kevin Yeo" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=GOgKhunkfw
poster
2410.22918
Simulation-Free Training of Neural ODEs on Paired Data
[ "Semin Kim", "Jaehoon Yoo", "Jinwoo Kim", "Yeonwoo Cha", "Saehoon Kim", "Seunghoon Hong" ]
[ "https://github.com/seminkim/simulation-free-node" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=GNhrGRCerd
poster
2411.08460
Trap-MID: Trapdoor-based Defense against Model Inversion Attacks
[ "Zhen-Ting Liu", "Shang-Tse Chen" ]
[ "https://github.com/ntuaislab/trap-mid" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=GNSMl1P5VR
poster
2406.09403
Visual Sketchpad: Sketching as a Visual Chain of Thought for Multimodal Language Models
[ "Yushi Hu", "Weijia Shi", "Xingyu Fu", "Dan Roth", "Mari Ostendorf", "Luke Zettlemoyer", "Noah A. Smith", "Ranjay Krishna" ]
https://huggingface.co/papers/2406.09403
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=GN2qbxZlni
poster
2406.13975
MR-Ben: A Meta-Reasoning Benchmark for Evaluating System-2 Thinking in LLMs
[ "Zhongshen Zeng", "Yinhong Liu", "Yingjia Wan", "Jingyao Li", "Pengguang Chen", "Jianbo Dai", "Yuxuan Yao", "Rongwu Xu", "Zehan Qi", "Wanru Zhao", "Linling Shen", "Jianqiao Lu", "Haochen Tan", "Yukang Chen", "Hao Zhang", "Zhan Shi", "Bailin Wang", "Zhijiang Guo", "Jiaya Jia" ]
https://huggingface.co/papers/2406.13975
[ "" ]
[]
[]
[ "Randolphzeng/Mr-Ben" ]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=GN2GXjPyN8
poster
2403.16576
Antigen-Specific Antibody Design via Direct Energy-based Preference Optimization
[ "Xiangxin Zhou", "Dongyu Xue", "Ruizhe Chen", "Zaixiang Zheng", "Liang Wang", "Quanquan Gu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=GMsi9966DR
poster
DeepITE: Designing Variational Graph Autoencoders for Intervention Target Estimation
[ "Hongyuan Tao", "Hang Yu", "Jianguo Li" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=GLUIuli3Sm
poster
2312.13927
On the Convergence of Loss and Uncertainty-based Active Learning Algorithms
[ "Daniel Haimovich", "Dima Karamshuk", "Fridolin Linder", "Niek Tax", "Milan Vojnovic" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=GJMYvWzjE1
poster
2401.11374
Language Models as Hierarchy Encoders
[ "Yuan He", "Moy Yuan", "Jiaoyan Chen", "Ian Horrocks" ]
https://huggingface.co/papers/2401.11374
[ "https://github.com/krr-oxford/hierarchytransformers" ]
[]
[ "Hierarchy-Transformers/HiT-MiniLM-L12-WordNetNoun", "Hierarchy-Transformers/HiT-MiniLM-L6-WordNetNoun", "Hierarchy-Transformers/HiT-MPNet-WordNetNoun", "Hierarchy-Transformers/HiT-MiniLM-L12-SnomedCT" ]
[ "Hierarchy-Transformers/WordNetNoun" ]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=GJ0qIevGjD
poster
2409.01081
Beyond Efficiency: Molecular Data Pruning for Enhanced Generalization
[ "Dingshuo Chen", "Zhixun Li", "Yuyan Ni", "Guibin Zhang", "Ding Wang", "Qiang Liu", "Shu Wu", "Jeffrey Xu Yu", "Liang Wang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=GHqw3xLAvd
poster
2411.01391
Differentiable Quantum Computing for Large-scale Linear Control
[ "Connor Clayton", "Jiaqi Leng", "Gengzhi Yang", "Yi-Ling Qiao", "Ming Lin", "Xiaodi Wu" ]
[ "https://github.com/YilingQiao/diff_lqr" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=GEbnPxD9EF
poster
2405.15673
Consistency of Neural Causal Partial Identification
[ "Jiyuan Tan", "Jose Blanchet", "Vasilis Syrgkanis" ]
[ "https://github.com/jiyuan-tan/neuralpartialid" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=GDz8rkfikp
poster
2410.15618
Erasing Undesirable Concepts in Diffusion Models with Adversarial Preservation
[ "Anh Tuan Bui", "Long Tung Vuong", "Khanh Doan", "Trung Le", "Paul Montague", "Tamas Abraham", "Dinh Phung" ]
[ "https://github.com/tuananhbui89/erasing-adversarial-preservation" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=GDNZajKrML
poster
2410.19831
GL-NeRF: Gauss-Laguerre Quadrature Enables Training-Free NeRF Acceleration
[ "Silong Yong", "Yaqi Xie", "Simon Stepputtis", "Katia P. Sycara" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=GCmmy4At6i
poster
Lightweight Frequency Masker for Cross-Domain Few-Shot Semantic Segmentation
[ "Jintao Tong", "Yixiong Zou", "Yuhua Li", "Ruixuan Li" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=GB5a0RRYuv
poster
2404.03080
Construction and Application of Materials Knowledge Graph in Multidisciplinary Materials Science via Large Language Model
[ "Yanpeng Ye", "Jie Ren", "Shaozhou Wang", "Yuwei Wan", "Imran Razzak", "Bram Hoex", "Haofen Wang", "Tong Xie", "Wenjie Zhang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=GA8TVtxudf
poster
Metric from Human: Zero-shot Monocular Metric Depth Estimation via Test-time Adaptation
[ "Yizhou Zhao", "Hengwei Bian", "Kaihua Chen", "Pengliang Ji", "Liao Qu", "Shao-yu Lin", "Weichen Yu", "Haoran Li", "Hao Chen", "Jun Shen", "Bhiksha Raj", "Min Xu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=G9OJUgKo4B
poster
2407.02880
Knowledge Composition using Task Vectors with Learned Anisotropic Scaling
[ "Frederic Z. Zhang", "Paul Albert", "Cristian Rodriguez-Opazo", "Anton van den Hengel", "Ehsan Abbasnejad" ]
https://huggingface.co/papers/2407.02880
[ "https://github.com/fredzzhang/atlas" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=G99BSV9pt5
poster
2308.11991
Relational Concept Bottleneck Models
[ "Pietro Barbiero", "Francesco Giannini", "Gabriele Ciravegna", "Michelangelo Diligenti", "Giuseppe Marra" ]
[ "https://github.com/diligmic/rcbm-neurips2024" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=G8aS48B9bm
poster
2311.14127
Byzantine Robustness and Partial Participation Can Be Achieved at Once: Just Clip Gradient Differences
[ "Grigory Malinovsky", "Peter Richtárik", "Samuel Horváth", "Eduard Gorbunov" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=G89r8Mgi5r
poster
Confusion-Resistant Federated Learning via Diffusion-Based Data Harmonization on Non-IID Data
[ "xiaohong chen", "Canran Xiao", "Yongmei liu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=G7QS68ICPJ
poster
Nimbus: Secure and Efficient Two-Party Inference for Transformers
[ "Zhengyi Li", "Kang Yang", "Jin Tan", "Wen-jie Lu", "Haoqi Wu", "Xiao Wang", "Yu Yu", "Derun Zhao", "Yancheng Zheng", "Minyi Guo", "Jingwen Leng" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=G7NZljVOol
poster
L-TTA: Lightweight Test-Time Adaptation Using a Versatile Stem Layer
[ "Jin Shin", "Hyun Kim" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=G7L65B2P0y
poster
An effective framework for estimating individualized treatment rules
[ "Joowon Lee", "Jared Davis Huling", "Guanhua Chen" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=G5lMFOtFHa
poster
2410.22113
Where Do Large Learning Rates Lead Us?
[ "Ildus Sadrtdinov", "Maxim Kodryan", "Eduard Pokonechny", "Ekaterina Lobacheva", "Dmitry Vetrov" ]
[ "https://github.com/isadrtdinov/understanding-large-lrs" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=G522UpazH3
poster
2311.06423
Transferability Bound Theory: Exploring Relationship between Adversarial Transferability and Flatness
[ "Mingyuan Fan", "Xiaodan Li", "Cen Chen", "Wenmeng Zhou", "Yaliang Li" ]
[ "https://github.com/fmy266/tpa" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=G4vFNmraxj
poster
2410.17005
Hybrid Generative AI for De Novo Design of Co-Crystals with Enhanced Tabletability
[ "Nina Gubina", "Andrei Dmitrenko", "Gleb Vitalevich Solovev", "Lyubov Yamshchikova", "Oleg Petrov", "Ivan Lebedev", "Nikita Serov", "Grigorii Kirgizov", "Nikolay Nikitin", "Vladimir Vinogradov" ]
[ "https://github.com/ai-chem/gemcode" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=G2dYZJO4BE
poster
Achievable distributional robustness when the robust risk is only partially identified
[ "Julia Kostin", "Nicola Gnecco", "Fanny Yang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=G24fOpC3JE
poster
2405.16075
Continuous Temporal Domain Generalization
[ "Zekun Cai", "Guangji Bai", "Renhe Jiang", "Xuan Song", "Liang Zhao" ]
[ "https://github.com/zekun-cai/koodos" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=G0yxFmP87g
poster
2411.10606
AmoebaLLM: Constructing Any-Shape Large Language Models for Efficient and Instant Deployment
[ "Yonggan Fu", "Zhongzhi Yu", "Junwei Li", "Jiayi Qian", "Yongan Zhang", "Xiangchi Yuan", "Dachuan Shi", "Roman Yakunin", "Yingyan Celine Lin" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=G0v0TxX01N
poster
Diffusion of Thought: Chain-of-Thought Reasoning in Diffusion Language Models
[ "Jiacheng Ye", "Shansan Gong", "Liheng Chen", "Lin Zheng", "Jiahui Gao", "Han Shi", "Chuan Wu", "Xin Jiang", "Zhenguo Li", "Wei Bi", "Lingpeng Kong" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=G0LfcMiRkc
poster
2405.17767
Linguistic Collapse: Neural Collapse in (Large) Language Models
[ "Robert Wu", "Vardan Papyan" ]
https://huggingface.co/papers/2405.17767
[ "https://github.com/rhubarbwu/linguistic-collapse" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=FzwAQJK4CG
poster
Learning Plaintext-Ciphertext Cryptographic Problems via ANF-based SAT Instance Representation
[ "Xinhao Zheng", "Yang Li", "Cunxin Fan", "Huaijin Wu", "Xinhao Song", "Junchi Yan" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=FwxOHl0BEl
poster
Neural Network Reparametrization for Accelerated Optimization in Molecular Simulations
[ "Nima Dehmamy", "Csaba Both", "Jeet Mohapatra", "Subhro Das", "Tommi Jaakkola" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=FwhM1Zpyft
poster
Scalable Neural Network Verification with Branch-and-bound Inferred Cutting Planes
[ "Duo Zhou", "Christopher Brix", "Grani A. Hanasusanto", "Huan Zhang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=FuTfZK7PK3
poster
2405.13766
The Power of Extrapolation in Federated Learning
[ "Hanmin Li", "Kirill Acharya", "Peter Richtárik" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=FtzLbGoHW2
poster
2405.14312
Improving Gloss-free Sign Language Translation by Reducing Representation Density
[ "Jinhui Ye", "Xing Wang", "Wenxiang Jiao", "Junwei Liang", "Hui Xiong" ]
[ "https://github.com/jinhuiye/signcl" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=FsdB3I9Y24
poster
2402.03559
Constrained Synthesis with Projected Diffusion Models
[ "Jacob K Christopher", "Stephen Baek", "Ferdinando Fioretto" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=FsA0OSsdzJ
poster
2406.05745
Structured Learning of Compositional Sequential Interventions
[ "Jialin Yu", "Andreas Koukorinis", "Nicolò Colombo", "Yuchen Zhu", "Ricardo Silva" ]
[ "https://github.com/jialin-yu/csi-vae" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Fr9d1UMc37
poster
2406.06443
LLM Dataset Inference: Did you train on my dataset?
[ "Pratyush Maini", "Hengrui Jia", "Nicolas Papernot", "Adam Dziedzic" ]
[ "https://github.com/pratyushmaini/llm_dataset_inference" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=FqWyzyErVT
poster
2410.17986
Federated Transformer: Multi-Party Vertical Federated Learning on Practical Fuzzily Linked Data
[ "Zhaomin Wu", "Junyi Hou", "Yiqun Diao", "Bingsheng He" ]
[ "https://github.com/xtra-computing/fet" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Fp3JVz5XE7
poster
2410.24181
Federated Black-Box Adaptation for Semantic Segmentation
[ "Jay Nitin Paranjape", "Shameema Sikder", "S. Swaroop Vedula", "Vishal M. Patel" ]
[ "https://github.com/JayParanjape/blackfed" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=FoGwiFXzuN
poster
2406.06467
How Far Can Transformers Reason? The Globality Barrier and Inductive Scratchpad
[ "Emmanuel Abbe", "Samy Bengio", "Aryo Lotfi", "Colin Sandon", "Omid Saremi" ]
https://huggingface.co/papers/2406.06467
[ "https://github.com/aryol/inductive-scratchpad" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=FmNoFIImZG
poster
2409.16118
TabEBM: A Tabular Data Augmentation Method with Distinct Class-Specific Energy-Based Models
[ "Andrei Margeloiu", "Xiangjian Jiang", "Nikola Simidjievski", "Mateja Jamnik" ]
[ "https://github.com/andreimargeloiu/TabEBM" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=FlcdW7NPRY
poster
2402.18563
Approaching Human-Level Forecasting with Language Models
[ "Danny Halawi", "Fred Zhang", "Chen Yueh-Han", "Jacob Steinhardt" ]
https://huggingface.co/papers/2402.18563
[ "" ]
[]
[]
[ "YuehHanChen/forecasting_raw", "YuehHanChen/forecasting" ]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=FjssnGuHih
poster
2312.10175
UniAR: A Unified model for predicting human Attention and Responses on visual content
[ "Peizhao Li", "Junfeng He", "Gang Li", "Rachit Bhargava", "Shaolei Shen", "NACHIAPPAN VALLIAPPAN", "Youwei Liang", "Hongxiang Gu", "Venky Ramachandran", "Golnaz farhadi", "Yang Li", "Kai J Kohlhoff", "Vidhya Navalpakkam" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=FisyQfoJCm
poster
2409.17686
MoGenTS: Motion Generation based on Spatial-Temporal Joint Modeling
[ "Weihao Yuan", "Yisheng HE", "Weichao Shen", "Yuan Dong", "Xiaodong Gu", "Zilong Dong", "Liefeng Bo", "Qixing Huang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Ffb30OVVCa
poster
Is One GPU Enough? Pushing Image Generation at Higher-Resolutions with Foundation Models.
[ "Athanasios Tragakis", "Marco Aversa", "Chaitanya Kaul", "Roderick Murray-Smith", "Daniele Faccio" ]
[ "https://github.com/thanos-db/pixelsmith" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=FfFcDNDNol
poster
2406.08705
When LLM Meets DRL: Advancing Jailbreaking Efficiency via DRL-guided Search
[ "Xuan Chen", "Yuzhou Nie", "Wenbo Guo", "Xiangyu Zhang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=FeCWZviCeP
poster
Hierarchical Programmatic Option Framework
[ "Yu-An Lin", "Chen-Tao Lee", "Chih-Han Yang", "Guan-Ting Liu", "Shao-Hua Sun" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=FcUyz33OED
poster
2411.00462
Target-Guided Adversarial Point Cloud Transformer Towards Recognition Against Real-world Corruptions
[ "Jie Wang", "Tingfa Xu", "Lihe Ding", "Jianan Li" ]
[ "https://github.com/roywangj/apct" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=FbuODM02ra
poster
2410.23856
Can Language Models Perform Robust Reasoning in Chain-of-thought Prompting with Noisy Rationales?
[ "Zhanke Zhou", "Rong Tao", "Jianing Zhu", "Yiwen Luo", "Zengmao Wang", "Bo Han" ]
https://huggingface.co/papers/2410.23856
[ "https://github.com/tmlr-group/noisyrationales" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=FbXQrfkvtY
poster
2406.11233
Probing the Decision Boundaries of In-context Learning in Large Language Models
[ "Siyan Zhao", "Tung Nguyen", "Aditya Grover" ]
[ "https://github.com/siyan-zhao/ICL_decision_boundary" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=FbUSCraXEB
poster
2402.04010
Efficient Availability Attacks against Supervised and Contrastive Learning Simultaneously
[ "Yihan Wang", "Yifan Zhu", "Xiao-Shan Gao" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Fanbig8DR9
poster
2403.01327
Euclidean distance compression via deep random features
[ "Brett Leroux", "Luis Rademacher" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=FaNhyXY6Y1
poster
Artemis: Towards Referential Understanding in Complex Videos
[ "Jihao Qiu", "Yuan Zhang", "Xi Tang", "Lingxi Xie", "Tianren Ma", "Pengyu Yan", "David Doermann", "Qixiang Ye", "Yunjie Tian" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=FZW7Ctyjm3
poster
2405.19716
Enhancing Large Vision Language Models with Self-Training on Image Comprehension
[ "Yihe Deng", "Pan Lu", "Fan Yin", "Ziniu Hu", "Sheng Shen", "Quanquan Gu", "James Zou", "Kai-Wei Chang", "Wei Wang" ]
https://huggingface.co/papers/2405.19716
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=FZQYfmsmX9
poster
2402.12366
A Critical Evaluation of AI Feedback for Aligning Large Language Models
[ "Archit Sharma", "Sedrick Keh", "Eric Mitchell", "Chelsea Finn", "Kushal Arora", "Thomas Kollar" ]
https://huggingface.co/papers/2402.12366
[ "https://github.com/architsharma97/dpo-rlaif" ]
[ "argilla/synthetic-data-generator", "osanseviero/distilabel-dataset-generator" ]
[]
[ "argilla/OpenHermesPreferences" ]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=FZ45kf5pIA
poster
Edit Distance Robust Watermarks via Indexing Pseudorandom Codes
[ "Noah Golowich", "Ankur Moitra" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=FYm8coxdiR
poster
CLIP in Mirror: Disentangling text from visual images through reflection
[ "Tiancheng Wang", "Yuguang Yang", "Linlin Yang", "Shaohui Lin", "Juan Zhang", "Guodong Guo", "Baochang Zhang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=FYLcH4HAZr
poster
2311.17099
StreamFlow: Streamlined Multi-Frame Optical Flow Estimation for Video Sequences
[ "Shangkun Sun", "Jiaming Liu", "Huaxia Li", "Guoqing Liu", "Thomas H. Li", "Wei Gao" ]
[ "https://github.com/littlespray/streamflow" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=FY6vPtITtE
poster
2402.03864
The Challenges of the Nonlinear Regime for Physics-Informed Neural Networks
[ "Andrea Bonfanti", "Giuseppe Bruno", "Cristina Cipriani" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=FXdMgfCDer
poster
2410.10341
Replay-and-Forget-Free Graph Class-Incremental Learning: A Task Profiling and Prompting Approach
[ "Chaoxi Niu", "Guansong Pang", "Ling Chen", "Bing Liu" ]
[ "https://github.com/mala-lab/tpp" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=FXJDcriMYH
oral
2405.15319
Stacking Your Transformers: A Closer Look at Model Growth for Efficient LLM Pre-Training
[ "Wenyu Du", "Tongxu Luo", "Zihan Qiu", "Zeyu Huang", "Yikang Shen", "Reynold Cheng", "Yike Guo", "Jie Fu" ]
https://huggingface.co/papers/2405.15319
[ "" ]
[]
[ "llm-stacking/StackLLM_410M_750BToken" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=FVgCwcwpJw
poster
2402.07876
Policy Improvement using Language Feedback Models
[ "Victor Zhong", "Dipendra Misra", "Xingdi Yuan", "Marc-Alexandre Côté" ]
https://huggingface.co/papers/2402.07876
[ "https://github.com/vzhong/language_feedback_models" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=FV4an2OuFM
oral
2402.01434
Conditioning non-linear and infinite-dimensional diffusion processes
[ "Elizabeth Louise Baker", "Gefan Yang", "Michael Lind Severinsen", "Christy Anna Hipsley", "Stefan Sommer" ]
[ "https://github.com/libbylbaker/sdebridge" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=FTpOwIaWUz
poster
2406.02329
On Affine Homotopy between Language Encoders
[ "Robin Chan", "Reda Boumasmoud", "Anej Svete", "Yuxin Ren", "Qipeng Guo", "Zhijing Jin", "Shauli Ravfogel", "Mrinmaya Sachan", "Bernhard Schölkopf", "Mennatallah El-Assady", "Ryan Cotterell" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=FTpKGuxEfy
poster
Vision Foundation Model Enables Generalizable Object Pose Estimation
[ "Kai Chen", "Yiyao Ma", "Xingyu Lin", "Stephen James", "Jianshu Zhou", "Yun-Hui Liu", "Pieter Abbeel", "Qi Dou" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=FTPDBQuT4G
oral
2404.06831
Generalized Linear Bandits with Limited Adaptivity
[ "Ayush Sawarni", "Nirjhar Das", "Siddharth Barman", "Gaurav Sinha" ]
[ "https://github.com/nirjhar-das/glbandit_limited_adaptivity" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=FSgwgQXTxo
poster
2409.18031
Reasoning Multi-Agent Behavioral Topology for Interactive Autonomous Driving
[ "Haochen Liu", "Li Chen", "Yu Qiao", "Chen Lv", "Hongyang Li" ]
[ "https://github.com/OpenDriveLab/BeTop" ]
[]
[]
[]
NeurIPS2024