Datasets:
IAMJB
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paper_conference_aggregate

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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Li9YTHoItP
poster
2405.14383
Perception of Knowledge Boundary for Large Language Models through Semi-open-ended Question Answering
[ "Zhihua Wen", "Zhiliang Tian", "Zexin Jian", "Zhen Huang", "Pei Ke", "Yifu Gao", "Minlie Huang", "Dongsheng Li" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Li2rpRZWjy
oral
Rule Extrapolation in Language Modeling: A Study of Compositional Generalization on OOD Prompts
[ "Anna Mészáros", "Szilvia Ujváry", "Wieland Brendel", "Patrik Reizinger", "Ferenc Huszár" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=LgeHswiWef
poster
Enhancing Protein Mutation Effect Prediction through a Retrieval-Augmented Framework
[ "Ruihan Guo", "Rui Wang", "Ruidong Wu", "Zhizhou Ren", "Jiahan Li", "Shitong Luo", "Zuofan Wu", "qiang liu", "Jian Peng", "Jianzhu Ma" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=LfC5rujSTk
poster
Can LLMs Implicitly Learn Numeric Parameter Constraints in Data Science APIs?
[ "Yinlin Deng", "Chunqiu Steven Xia", "Zhezhen Cao", "Meiziniu Li", "LINGMING ZHANG" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=LezAEImfoc
poster
Beyond Accuracy: Tracking more like Human via Visual Search
[ "Dailing Zhang", "Shiyu Hu", "Xiaokun Feng", "Xuchen Li", "Meiqi Wu", "Jing Zhang", "Kaiqi Huang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=LdZ0u1FuXb
poster
2410.17592
A Kernel Perspective on Distillation-based Collaborative Learning
[ "Sejun Park", "Kihun Hong", "Ganguk Hwang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Lc8gemv97Y
poster
Dealing with Synthetic Data Contamination in Online Continual Learning
[ "Maorong Wang", "Nicolas Michel", "Jiafeng Mao", "Toshihiko Yamasaki" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Lbuxdzg1pd
poster
2409.20460
The Secretary Problem with Predicted Additive Gap
[ "Alexander Braun", "Sherry Sarkar" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=LZV0U6UHb6
poster
2406.07547
Zero-shot Image Editing with Reference Imitation
[ "Xi Chen", "Yutong Feng", "Mengting Chen", "Yiyang Wang", "Shilong Zhang", "Yu Liu", "Yujun Shen", "Hengshuang Zhao" ]
https://huggingface.co/papers/2406.07547
[ "" ]
[ "xichenhku/MimicBrush", "LPDoctor/fusion-brush" ]
[ "xichenhku/MimicBrush" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=LYx4w3CAgy
poster
LLM-Check: Investigating Detection of Hallucinations in Large Language Models
[ "Gaurang Sriramanan", "Siddhant Bharti", "Vinu Sankar Sadasivan", "Shoumik Saha", "Priyatham Kattakinda", "Soheil Feizi" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=LYivxMp5es
poster
2410.14091
Towards Effective Planning Strategies for Dynamic Opinion Networks
[ "Bharath Chandra Muppasani", "Protik Nag", "Vignesh Narayanan", "Biplav Srivastava", "Michael Huhns" ]
[ "https://github.com/BharathMuppasani/NeurIPS-Submission-2024" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=LXz1xIEBkF
poster
2407.02632
STL: Still Tricky Logic (for System Validation, Even When Showing Your Work)
[ "Isabelle Hurley", "Rohan R Paleja", "Ashley Suh", "Jaime Daniel Pena", "Ho Chit Siu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=LX1lwP90kt
poster
2408.03330
Modeling Latent Neural Dynamics with Gaussian Process Switching Linear Dynamical Systems
[ "Amber Hu", "David M. Zoltowski", "Aditya Nair", "David Anderson", "Lea Duncker", "Scott Linderman" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=LUsx0chTsL
poster
2406.09519
Talking Heads: Understanding Inter-Layer Communication in Transformer Language Models
[ "Jack Merullo", "Carsten Eickhoff", "Ellie Pavlick" ]
https://huggingface.co/papers/2406.09519
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=LUIXdWn6Z5
poster
2411.01827
Risk-sensitive control as inference with Rényi divergence
[ "Kaito Ito", "Kenji Kashima" ]
[ "https://github.com/kaito-1111/risk-sensitive-sac" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=LSqDcfX3xU
poster
2402.04033
On provable privacy vulnerabilities of graph representations
[ "Ruofan Wu", "Guanhua Fang", "Mingyang Zhang", "Qiying Pan", "Tengfei LIU", "Weiqiang Wang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=LR1nnsD7H0
poster
Neural decoding from stereotactic EEG: accounting for electrode variability across subjects
[ "Georgios Mentzelopoulos", "Evangelos Chatzipantazis", "Ashwin G Ramayya", "Michelle Hedlund", "Vivek Buch", "Kostas Daniilidis", "Konrad Kording", "Flavia Vitale" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=LQR22jM5l3
poster
2406.17433
Mind the Graph When Balancing Data for Fairness or Robustness
[ "Jessica Schrouff", "Alexis Bellot", "Amal Rannen-Triki", "Alan Malek", "Isabela Albuquerque", "Arthur Gretton", "Alexander Nicholas D'Amour", "Silvia Chiappa" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=LQBlSGeOGm
poster
2409.08302
How Molecules Impact Cells: Unlocking Contrastive PhenoMolecular Retrieval
[ "Philip Fradkin", "Puria Azadi Moghadam", "Karush Suri", "Frederik Wenkel", "Ali Bashashati", "Maciej Sypetkowski", "Dominique Beaini" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=LPyPRS2XcF
poster
2411.03107
Near-Optimal Dynamic Regret for Adversarial Linear Mixture MDPs
[ "Long-Fei Li", "Peng Zhao", "Zhi-Hua Zhou" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=LPkcoml66W
poster
Visual Pinwheel Center Act as Geometric Saliency Detector
[ "Haixin Zhong", "Mingyi Huang", "Wei P Dai", "Haoyu Wang", "Anna Wang Roe", "yuguo yu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=LPbqZszt8Y
poster
2403.12181
MAC Advice for facility location mechanism design
[ "Zohar Barak", "Anupam Gupta", "Inbal Talgam-Cohen" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=LONd7ACEjy
poster
2401.10090
Cross-Modality Perturbation Synergy Attack for Person Re-identification
[ "Yunpeng Gong", "Zhun Zhong", "Yansong Qu", "Zhiming Luo", "Rongrong Ji", "Min Jiang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=LOH6qzI7T6
poster
2405.13845
Semantic Density: Uncertainty Quantification for Large Language Models through Confidence Measurement in Semantic Space
[ "Xin Qiu", "Risto Miikkulainen" ]
[ "https://github.com/cognizant-ai-labs/semantic-density-paper" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=LLuSjg59an
poster
Where does In-context Learning Happen in Large Language Models?
[ "Suzanna Sia", "David Mueller", "Kevin Duh" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=LLsOmvJbBm
poster
NeuralFluid: Nueral Fluidic System Design and Control with Differentiable Simulation
[ "Yifei Li", "Yuchen Sun", "Pingchuan Ma", "Eftychios Sifakis", "Tao Du", "Bo Zhu", "Wojciech Matusik" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=LKwVYvx66I
poster
2410.01112
Almost Free: Self-concordance in Natural Exponential Families and an Application to Bandits
[ "Shuai Liu", "Alex Ayoub", "Flore Sentenac", "Xiaoqi Tan", "Csaba Szepesvari" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=LKdCkV31T7
poster
2405.14241
NeuroGauss4D-PCI: 4D Neural Fields and Gaussian Deformation Fields for Point Cloud Interpolation
[ "Chaokang Jiang", "Dalong Du", "Jiuming Liu", "Siting Zhu", "Zhenqiang Liu", "Zhuang Ma", "Zhujin Liang", "Jie Zhou" ]
[ "https://github.com/jiangchaokang/neurogauss4d-pci" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=LKGuc2rY5v
poster
2404.00099
Efficient and Sharp Off-Policy Evaluation in Robust Markov Decision Processes
[ "Andrew Bennett", "Nathan Kallus", "Miruna Oprescu", "Wen Sun", "Kaiwen Wang" ]
[ "https://github.com/causalml/adversarial-ope" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=LJNqVIKSCr
oral
2407.06334
Double-Ended Synthesis Planning with Goal-Constrained Bidirectional Search
[ "Kevin Yu", "Jihye Roh", "Ziang Li", "Wenhao Gao", "Runzhong Wang", "Connor W. Coley" ]
[ "https://github.com/coleygroup/desp" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=LJCQH6U0pl
poster
2401.10119
Towards Principled Graph Transformers
[ "Luis Müller", "Daniel Kusuma", "Blai Bonet", "Christopher Morris" ]
[ "https://github.com/luis-mueller/towards-principled-gts" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=LI5KmimXbM
poster
Association Pattern-aware Fusion for Biological Entity Relationship Prediction
[ "Lingxiang Jia", "Yuchen Ying", "Zunlei Feng", "Zipeng Zhong", "Shaolun Yao", "Jiacong Hu", "Mingjiang Duan", "Xingen Wang", "Jie Song", "Mingli Song" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=LH94zPv8cu
poster
2410.16152
Warped Diffusion: Solving Video Inverse Problems with Image Diffusion Models
[ "Giannis Daras", "Weili Nie", "Karsten Kreis", "Alex Dimakis", "Morteza Mardani", "Nikola Borislavov Kovachki", "Arash Vahdat" ]
https://huggingface.co/papers/2410.16152
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=LGus3wXPxc
poster
Seeing Beyond the Crop: Using Language Priors for Out-of-Bounding Box Keypoint Prediction
[ "Bavesh Balaji", "Jerrin Bright", "Yuhao Chen", "Sirisha Rambhatla", "John S. Zelek", "David Anthony Clausi" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=LGXeIx75sc
poster
2405.18025
Where's Waldo: Diffusion Features For Personalized Segmentation and Retrieval
[ "Dvir Samuel", "Rami Ben-Ari", "Matan Levy", "Nir Darshan", "Gal Chechik" ]
[ "https://github.com/dvirsamuel/PDM" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=LGG1IQhbOr
poster
2406.00502
Non-geodesically-convex optimization in the Wasserstein space
[ "Hoang Phuc Hau Luu", "Hanlin Yu", "Bernardo Williams", "Petrus Mikkola", "Marcelo Hartmann", "Kai Puolamäki", "Arto Klami" ]
[ "https://github.com/mcs-hub/ow24" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=LEzx6QRkRH
oral
2402.19299
RL-GPT: Integrating Reinforcement Learning and Code-as-policy
[ "Shaoteng Liu", "Haoqi Yuan", "Minda Hu", "Yanwei Li", "Yukang Chen", "Shu Liu", "Zongqing Lu", "Jiaya Jia" ]
https://huggingface.co/papers/2402.19299
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=LEed5Is4oi
poster
2410.21795
Robot Policy Learning with Temporal Optimal Transport Reward
[ "Yuwei Fu", "Haichao Zhang", "Di Wu", "Wei Xu", "Benoit Boulet" ]
[ "https://github.com/fuyw/temporalot" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=LDzrQB4X5w
poster
2308.10675
A Best-of-both-worlds Algorithm for Bandits with Delayed Feedback with Robustness to Excessive Delays
[ "Saeed Masoudian", "Julian Zimmert", "Yevgeny Seldin" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=LCEgP7Ir6k
poster
Partial observation can induce mechanistic mismatches in data-constrained models of neural dynamics
[ "William Qian", "Jacob A Zavatone-Veth", "Benjamin Samuel Ruben", "Cengiz Pehlevan" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=LBXSP79oCd
poster
EfficientCAPER: An End-to-End Framework for Fast and Robust Category-Level Articulated Object Pose Estimation
[ "Xinyi Yu", "Haonan Jiang", "Li Zhang", "Lin Yuanbo Wu", "Linlin Ou", "Liu Liu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=L8ifDX5XNq
poster
2403.17919
LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning
[ "Rui Pan", "Xiang Liu", "Shizhe Diao", "Renjie Pi", "Jipeng Zhang", "Chi Han", "Tong Zhang" ]
https://huggingface.co/papers/2403.17919
[ "https://github.com/optimalscale/lmflow" ]
[]
[ "Aratako/Swallow-MoE-4x7B-lisa" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=L8h6cozcbn
poster
2310.17086
Transformers Learn to Achieve Second-Order Convergence Rates for In-Context Linear Regression
[ "Deqing Fu", "Tian-qi Chen", "Robin Jia", "Vatsal Sharan" ]
https://huggingface.co/papers/2310.17086
[ "https://github.com/deqingfu/transformers-icl-higher-order" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=L8Q21Qrjmd
poster
2405.16012
Pessimistic Backward Policy for GFlowNets
[ "Hyosoon Jang", "Yunhui Jang", "Minsu Kim", "Jinkyoo Park", "Sungsoo Ahn" ]
[ "https://github.com/hsjang0/Pessimistic-Backward-Policy-for-GFlowNets" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=L86glqNCUj
oral
Symmetries in Overparametrized Neural Networks: A Mean Field View
[ "Javier Maass Martínez", "Joaquin Fontbona" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=L7i5FjgKjc
poster
2410.16253
Distribution Learning with Valid Outputs Beyond the Worst-Case
[ "Nicholas Rittler", "Kamalika Chaudhuri" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=L6ICzOxAfi
poster
LoCo: Learning 3D Location-Consistent Image Features with a Memory-Efficient Ranking Loss
[ "Dominik Kloepfer", "Joao F. Henriques", "Dylan Campbell" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=L4uaAR4ArM
poster
2406.07524
Simple and Effective Masked Diffusion Language Models
[ "Subham Sekhar Sahoo", "Marianne Arriola", "Aaron Gokaslan", "Edgar Mariano Marroquin", "Alexander M Rush", "Yair Schiff", "Justin T Chiu", "Volodymyr Kuleshov" ]
https://huggingface.co/papers/2406.07524
[ "https://github.com/kuleshov-group/mdlm" ]
[]
[ "kuleshov-group/mdlm-owt", "kuleshov-group/mdlm-no_flashattn-fp32-owt", "ChatterjeeLab/MeMDLM" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=L4RwA0qyUd
poster
2401.06687
Proximal Causal Inference With Text Data
[ "Jacob M. Chen", "Rohit Bhattacharya", "Katherine A. Keith" ]
[ "https://github.com/jacobmchen/proximal_w_text" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=L3RYBqzRmF
poster
2409.19841
Counter-Current Learning: A Biologically Plausible Dual Network Approach for Deep Learning
[ "Chia Hsiang Kao", "Bharath Hariharan" ]
[ "https://github.com/iandrover/ccl-neurips24" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=L3Knnigicu
poster
2405.14449
Adversarial Schrödinger Bridge Matching
[ "Nikita Gushchin", "Daniil Selikhanovych", "Sergei Kholkin", "Evgeny Burnaev", "Alexander Korotin" ]
[ "https://github.com/daniil-selikhanovych/asbm" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=L1mMK39Z7P
oral
ACES: Generating a Diversity of Challenging Programming Puzzles with Autotelic Generative Models
[ "Julien Pourcel", "Cédric Colas", "Gaia Molinaro", "Pierre-Yves Oudeyer", "Laetitia Teodorescu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=L1jajNWON5
poster
2406.02131
CondTSF: One-line Plugin of Dataset Condensation for Time Series Forecasting
[ "Jianrong Ding", "Zhanyu Liu", "Guanjie Zheng", "Haiming Jin", "Linghe Kong" ]
[ "https://github.com/rafadd/condtsf" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Kzno1r3Xef
poster
2405.14185
A Structure-Aware Framework for Learning Device Placements on Computation Graphs
[ "Shukai Duan", "Heng Ping", "Nikos Kanakaris", "Xiongye Xiao", "Panagiotis Kyriakis", "Nesreen K. Ahmed", "Peiyu Zhang", "Guixiang Ma", "Mihai Capotă", "Shahin Nazarian", "Theodore L. Willke", "Paul Bogdan" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=KyVBzkConO
poster
2406.05660
Injecting Undetectable Backdoors in Obfuscated Neural Networks and Language Models
[ "Alkis Kalavasis", "Amin Karbasi", "Argyris Oikonomou", "Katerina Sotiraki", "Grigoris Velegkas", "Manolis Zampetakis" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=KyNO0n1bJ9
poster
2403.07735
The Minimax Rate of HSIC Estimation for Translation-Invariant Kernels
[ "Florian Kalinke", "Zoltán Szabó" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=KxjGi1krBi
poster
2405.15119
Bayesian Optimization of Functions over Node Subsets in Graphs
[ "Huidong Liang", "Xingchen Wan", "Xiaowen Dong" ]
[ "https://github.com/LeonResearch/GraphComBO" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Kx8I0rP7w2
poster
2406.03852
Why the Metric Backbone Preserves Community Structure
[ "Maximilien Dreveton", "Charbel Chucri", "Matthias Grossglauser", "Patrick Thiran" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=KwRLDkyVOl
poster
2402.05369
Noise Contrastive Alignment of Language Models with Explicit Rewards
[ "Huayu Chen", "Guande He", "Lifan Yuan", "Ganqu Cui", "Hang Su", "Jun Zhu" ]
https://huggingface.co/papers/2402.05369
[ "https://github.com/thu-ml/noise-contrastive-alignment" ]
[]
[ "openbmb/Eurux-8x22b-nca", "openbmb/Eurus-70b-nca", "jukofyork/Eurus-70b-nca-fixed", "pharaouk/Eurus-70b-nca", "ChenDRAG/CCA_LlamaGen", "ChenDRAG/CCA_VAR", "RichardErkhov/openbmb_-_Eurus-70b-nca-gguf" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Kw6MRGFx0R
poster
QBB: Quantization with Binary Bases for LLMs
[ "Adrian Bulat", "Yassine Ouali", "Georgios Tzimiropoulos" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=KvAaIJhqhI
poster
Style Adaptation and Uncertainty Estimation for Multi-Source Blended-Target Domain Adaptation
[ "Yuwu Lu", "Haoyu Huang", "Xue Hu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Ku35qKpveg
poster
Dual-Perspective Activation: Efficient Channel Denoising via Joint Forward-Backward Criterion for Artificial Neural Networks
[ "Tian Qiu", "Chenchao Gao", "Zunlei Feng", "Jie Lei", "Bingde Hu", "Xingen Wang", "Yi Gao", "Mingli Song" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Ku31aRq3sW
poster
2408.07753
How to Solve Contextual Goal-Oriented Problems with Offline Datasets?
[ "Ying Fan", "Jingling Li", "Adith Swaminathan", "Aditya Modi", "Ching-An Cheng" ]
[ "https://github.com/yingfan-bot/coda" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Ktx95ZuRjP
poster
Learning to Handle Complex Constraints for Vehicle Routing Problems
[ "Jieyi Bi", "Yining Ma", "Jianan Zhou", "Wen Song", "Zhiguang Cao", "Yaoxin Wu", "Jie Zhang" ]
[ "https://github.com/jieyibi/pip-constraint" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=KsLX5pFpOs
poster
2310.18162
Proportional Fairness in Clustering: A Social Choice Perspective
[ "Leon Kellerhals", "Jannik Peters" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=KrHFICMPjm
poster
2410.15181
GUIDE: Real-Time Human-Shaped Agents
[ "Lingyu Zhang", "Zhengran Ji", "Nicholas R Waytowich", "Boyuan Chen" ]
https://huggingface.co/papers/2410.15181
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=KqgSzXbufw
poster
Decentralized Noncooperative Games with Coupled Decision-Dependent Distributions
[ "Wenjing Yan", "Xuanyu Cao" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=KqbLzSIXkm
poster
DiMSUM: Diffusion Mamba - A Scalable and Unified Spatial-Frequency Method for Image Generation
[ "Hao Phung", "Quan Dao", "Trung Tuan Dao", "Hoang Phan", "Dimitris N. Metaxas", "Anh Tuan Tran" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=KppBAWJbry
poster
2404.01231
Privacy Backdoors: Enhancing Membership Inference through Poisoning Pre-trained Models
[ "Yuxin Wen", "Leo Marchyok", "Sanghyun Hong", "Jonas Geiping", "Tom Goldstein", "Nicholas Carlini" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=KoyTqNs6SZ
poster
2407.05484
Learning to Price Homogeneous Data
[ "Keran Chen", "Joon Suk Huh", "Kirthevasan Kandasamy" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Kl13lipxTW
oral
2410.02195
BackTime: Backdoor Attacks on Multivariate Time Series Forecasting
[ "Xiao Lin", "Zhining Liu", "Dongqi Fu", "Ruizhong Qiu", "Hanghang Tong" ]
[ "https://github.com/xiaolin-cs/backtime" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=KkYZmepjHn
poster
Fast Sampling via Discrete Non-Markov Diffusion Models with Predetermined Transition Time
[ "Zixiang Chen", "Huizhuo Yuan", "Yongqian Li", "Yiwen Kou", "Junkai Zhang", "Quanquan Gu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=KjNEzWRIqn
poster
2409.15637
Synatra: Turning Indirect Knowledge into Direct Demonstrations for Digital Agents at Scale
[ "Tianyue Ou", "Frank F. Xu", "Aman Madaan", "Jiarui Liu", "Robert Lo", "Abishek Sridhar", "Sudipta Sengupta", "Dan Roth", "Graham Neubig", "Shuyan Zhou" ]
https://huggingface.co/papers/2409.15637
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=KhwOuB0fs9
poster
2405.15189
EffiLearner: Enhancing Efficiency of Generated Code via Self-Optimization
[ "Dong HUANG", "Jianbo Dai", "Han Weng", "Puzhen Wu", "Yuhao QING", "Heming Cui", "Zhijiang Guo", "Jie Zhang" ]
[ "https://github.com/huangd1999/soap" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Ke40kfOT2E
oral
2406.06494
Scaling Continuous Latent Variable Models as Probabilistic Integral Circuits
[ "Gennaro Gala", "Cassio de Campos", "Antonio Vergari", "Erik Quaeghebeur" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Ke3MSP8Nr6
poster
Information-theoretic Limits of Online Classification with Noisy Labels
[ "Changlong Wu", "Ananth Grama", "Wojciech Szpankowski" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Kcsj9FGnKR
poster
DiffuLT: Diffusion for Long-tail Recognition Without External Knowledge
[ "Jie Shao", "Ke Zhu", "Hanxiao Zhang", "Jianxin Wu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=KcmhSrHzJB
poster
2305.17583
On Neural Networks as Infinite Tree-Structured Probabilistic Graphical Models
[ "Boyao Li", "Alexander Joseph Thomson", "houssam nassif", "Matthew M. Engelhard", "David Page" ]
[ "https://github.com/engelhard-lab/dnn_treepgm" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=KcDcaVOW1S
poster
Conformalized Time Series with Semantic Features
[ "Baiting Chen", "Zhimei Ren", "Lu Cheng" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Kc37srXvan
poster
2402.10739
PointMamba: A Simple State Space Model for Point Cloud Analysis
[ "Dingkang Liang", "Xin Zhou", "Wei Xu", "Xingkui Zhu", "Zhikang Zou", "Xiaoqing Ye", "Xiao Tan", "Xiang Bai" ]
[ "https://github.com/lmd0311/pointmamba" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=KZrfBTrPey
poster
ALI-Agent: Assessing LLMs' Alignment with Human Values via Agent-based Evaluation
[ "Jingnan Zheng", "Han Wang", "An Zhang", "Tai D. Nguyen", "Jun Sun", "Tat-Seng Chua" ]
[ "https://github.com/sophiezheng998/ali-agent" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=KYHma7hzjr
poster
2401.13544
Beyond Concept Bottleneck Models: How to Make Black Boxes Intervenable?
[ "Sonia Laguna", "Ričards Marcinkevičs", "Moritz Vandenhirtz", "Julia E Vogt" ]
[ "https://github.com/sonialagunac/beyond-cbm" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=KYHVBsEHuC
poster
DiffuPac: Contextual Mimicry in Adversarial Packets Generation via Diffusion Model
[ "Abdullah Bin Jasni", "Akiko Manada", "Kohei Watabe" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=KY07A73F3Y
oral
2405.05852
Pre-trained Text-to-Image Diffusion Models Are Versatile Representation Learners for Control
[ "Gunshi Gupta", "Karmesh Yadav", "Yarin Gal", "Dhruv Batra", "Zsolt Kira", "Cong Lu", "Tim G. J. Rudner" ]
https://huggingface.co/papers/2405.05852
[ "https://github.com/ykarmesh/stable-control-representations" ]
[]
[ "ykarmesh/stable-control-representations" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=KXUijdMFdG
poster
Deep Homomorphism Networks
[ "Takanori Maehara", "Hoang NT" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=KVAx5tys2p
poster
2410.10587
TopoFR: A Closer Look at Topology Alignment on Face Recognition
[ "Jun Dan", "Yang Liu", "Jiankang Deng", "Haoyu Xie", "Siyuan Li", "Baigui Sun", "Shan Luo" ]
[ "https://github.com/modelscope/facechain" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=KT6F5Sw0eg
poster
Accelerating Blockwise Parallel Language Models with Draft Refinement
[ "Taehyeon Kim", "Ananda Theertha Suresh", "Kishore A Papineni", "Michael Riley", "Sanjiv Kumar", "Adrian Benton" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=KSyTvgoSrX
poster
2405.13763
Banded Square Root Matrix Factorization for Differentially Private Model Training
[ "Kalinin Nikita", "Christoph H. Lampert" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=KSOkkHm9I7
poster
2405.18400
Superposed Decoding: Multiple Generations from a Single Autoregressive Inference Pass
[ "Ethan Shen", "Alan Fan", "Sarah M Pratt", "Jae Sung Park", "Matthew Wallingford", "Sham M. Kakade", "Ari Holtzman", "Ranjay Krishna", "Ali Farhadi", "Aditya Kusupati" ]
https://huggingface.co/papers/2405.18400
[ "https://github.com/raivnlab/superposeddecoding" ]
[ "ethanlshen/SuperposedDecoding" ]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=KQp7dk5YYH
poster
2405.20039
Task-Agnostic Machine-Learning-Assisted Inference
[ "Jiacheng Miao", "Qiongshi Lu" ]
[ "https://github.com/qlu-lab/PSPS" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=KP7EUORJYI
poster
Goal-Conditioned On-Policy Reinforcement Learning
[ "Gong Xudong", "Feng Dawei", "Kele Xu", "Bo Ding", "Huaimin Wang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=KNrwaFEi1u
poster
Multi-Object Hallucination in Vision Language Models
[ "Xuweiyi Chen", "Ziqiao Ma", "Xuejun Zhang", "Sihan Xu", "Shengyi Qian", "Jianing Yang", "David Fouhey", "Joyce Chai" ]
[ "https://github.com/sled-group/moh" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=KNZYJ5zQsG
poster
Generalized Fast Exact Conformalization
[ "Diyang Li" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=KNDUBpWV9b
poster
2312.04005
KOALA: Empirical Lessons Toward Memory-Efficient and Fast Diffusion Models for Text-to-Image Synthesis
[ "Youngwan Lee", "Kwanyong Park", "Yoorhim Cho", "Yong-Ju Lee", "Sung Ju Hwang" ]
https://huggingface.co/papers/2312.04005
[ "" ]
[ "Nymbo/image_gen_supaqueue", "K00B404/image_gen_supaqueue_game_assets", "nimo97890/etri-vilab-koala-700m", "ctxwing/etri-vilab-koala-700m", "ewftrhyjk/etri-vilab-koala-700m-llava-cap" ]
[ "etri-vilab/koala-700m", "etri-vilab/koala-700m-llava-cap", "etri-vilab/koala-1b", "etri-vilab/koala-1b-llava-cap", "etri-vilab/koala-lightning-700m", "etri-vilab/koala-lightning-1b" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=KLv1VLuMo8
poster
2408.04498
Model-Based Transfer Learning for Contextual Reinforcement Learning
[ "Jung-Hoon Cho", "Vindula Jayawardana", "Sirui Li", "Cathy Wu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=KLL70pTQ17
poster
2405.16739
Oracle-Efficient Reinforcement Learning for Max Value Ensembles
[ "Marcel Hussing", "Michael Kearns", "Aaron Roth", "Sikata Bela Sengupta", "Jessica Sorrell" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=KKrj1vCQaG
poster
2405.14677
RectifID: Personalizing Rectified Flow with Anchored Classifier Guidance
[ "Zhicheng Sun", "Zhenhao Yang", "Yang Jin", "Haozhe Chi", "Kun Xu", "Kun Xu", "Liwei Chen", "Hao Jiang", "Yang Song", "Kun Gai", "Yadong MU" ]
https://huggingface.co/papers/2405.14677
[ "https://github.com/feifeiobama/RectifID" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=KIrZmlTA92
poster
Data-Driven Discovery of Dynamical Systems in Pharmacology using Large Language Models
[ "Samuel Holt", "Zhaozhi Qian", "Tennison Liu", "Jim Weatherall", "Mihaela van der Schaar" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=KI5TANE02e
poster
2405.15754
Score-based generative models are provably robust: an uncertainty quantification perspective
[ "Nikiforos Mimikos-Stamatopoulos", "Benjamin Zhang", "Markos Katsoulakis" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=KHcB1drMRX
poster
2407.15819
Accelerating Pre-training of Multimodal LLMs via Chain-of-Sight
[ "Ziyuan Huang", "Kaixiang Ji", "Biao Gong", "Zhiwu Qing", "Qing-Long Zhang", "Kecheng Zheng", "Jian Wang", "Jingdong Chen", "Ming Yang" ]
[ "" ]
[]
[]
[]
NeurIPS2024