PPaperPicks
← All conferences
Editions202620252024

NeurIPS 2024

A*

Conference on Neural Information Processing Systems

Official site ↗
4,495
accepted papers
18,598
authors
December 9-December 15, 2024
dates
Canada
location

300 / 4,495 papers

  1. 1
    $\epsilon$-Softmax: Approximating One-Hot Vectors for Mitigating Label Noise
    Jialiang Wang
    ,
    Xiong Zhou
    ,
    Deming Zhai
    ,
    Junjun Jiang
    ,
    Xiangyang Ji
    ,
    Xianming Liu
  2. 2
    $\nabla2$DFT: A Universal Quantum Chemistry Dataset of Drug-Like Molecules and a Benchmark for Neural Network Potentials
    Kuzma Khrabrov
    ,
    Anton Ber
    ,
    Artem Tsypin
    ,
    Konstantin Ushenin
    ,
    Egor Rumiantsev
    ,
    Alexander Telepov
    ,
    Dmitry Protasov
    ,
    Ilya Shenbin
    ,
    Anton Alekseev
    ,
    Mikhail Shirokikh
    ,
    Sergey I. Nikolenko
    ,
    Elena Tutubalina
    ,
    Artur Kadurin
  3. 3
    $\text{Di}2\text{Pose}$: Discrete Diffusion Model for Occluded 3D Human Pose Estimation
    Weiquan Wang
    ,
    Jun Xiao
    ,
    Chunping Wang
    ,
    Wei Liu
    ,
    Zhao Wang
    ,
    Long Chen
  4. 4
    $C2M3$: Cycle-Consistent Multi-Model Merging
    Donato Crisostomi
    ,
    Marco Fumero
    ,
    Daniele Baieri
    ,
    Florian Bernard
    ,
    Emanuele Rodolà
  5. 5
    $SE(3)$ Equivariant Ray Embeddings for Implicit Multi-View Depth Estimation
    Yinshuang Xu
    ,
    Dian Chen
    ,
    Katherine Liu
    ,
    Sergey Zakharov
    ,
    Rares Ambrus
    ,
    Kostas Daniilidis
    ,
    Vitor Guizilini
  6. 6
    (FL)2: Overcoming Few Labels in Federated Semi-Supervised Learning
    Seungjoo Lee
    ,
    Thanh-Long V. Le
    ,
    Jaemin Shin
    ,
    Sung-Ju Lee
  7. 7
    2D-OOB: Attributing Data Contribution Through Joint Valuation Framework
    Yifan Sun
    ,
    Jingyan Shen
    ,
    Yongchan Kwon
  8. 8
    2DQuant: Low-bit Post-Training Quantization for Image Super-Resolution
    Kai Liu
    ,
    Haotong Qin
    ,
    Yong Guo
    ,
    Xin Yuan
    ,
    Linghe Kong
    ,
    Guihai Chen
    ,
    Yulun Zhang
  9. 9
    3-in-1: 2D Rotary Adaptation for Efficient Finetuning, Efficient Batching and Composability
    Baohao Liao
    ,
    Christof Monz
  10. 10
    3D Equivariant Pose Regression via Direct Wigner-D Harmonics Prediction
    Jongmin Lee
    ,
    Minsu Cho
  11. 11
    3D Focusing-and-Matching Network for Multi-Instance Point Cloud Registration
    Liyuan Zhang
    ,
    Le Hui
    ,
    Qi Liu
    ,
    Bo Li
    ,
    Yuchao Dai
  12. 12
    3D Gaussian Rendering Can Be Sparser: Efficient Rendering via Learned Fragment Pruning
    Zhifan Ye
    ,
    Chenxi Wan
    ,
    Chaojian Li
    ,
    Jihoon Hong
    ,
    Sixu Li
    ,
    Leshu Li
    ,
    Yongan Zhang
    ,
    Yingyan (Celine) Lin
  13. 13
    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
  14. 14
    3D Structure Prediction of Atomic Systems with Flow-based Direct Preference Optimization
    Rui Jiao
    ,
    Xiangzhe Kong
    ,
    Wenbing Huang
    ,
    Yang Liu
  15. 15
    3DCoMPaT200: Language Grounded Large-Scale 3D Vision Dataset for Compositional Recognition
    Mahmoud Ahmed
    ,
    Xiang Li
    ,
    Arpit Prajapati
    ,
    Mohamed Elhoseiny
  16. 16
    3DET-Mamba: Causal Sequence Modelling for End-to-End 3D Object Detection
    Mingsheng Li
    ,
    Jiakang Yuan
    ,
    Sijin Chen
    ,
    Lin Zhang
    ,
    Anyu Zhu
    ,
    Xin Chen
    ,
    Tao Chen
  17. 17
    3DGS-Enhancer: Enhancing Unbounded 3D Gaussian Splatting with View-consistent 2D Diffusion Priors
    Xi Liu
    ,
    Chaoyi Zhou
    ,
    Siyu Huang
  18. 18
    4+3 Phases of Compute-Optimal Neural Scaling Laws
    Elliot Paquette
    ,
    Courtney Paquette
    ,
    Lechao Xiao
    ,
    Jeffrey Pennington
  19. 19
    4-bit Shampoo for Memory-Efficient Network Training
    Sike Wang
    ,
    Pan Zhou
    ,
    Jia Li
    ,
    Hua Huang
  20. 20
    4D Gaussian Splatting in the Wild with Uncertainty-Aware Regularization
    Mijeong Kim
    ,
    Jongwoo Lim
    ,
    Bohyung Han
  21. 21
    4DBInfer: A 4D Benchmarking Toolbox for Graph-Centric Predictive Modeling on RDBs
    Minjie Wang
    ,
    Quan Gan
    ,
    David Wipf
    ,
    Zheng Zhang
    ,
    Christos Faloutsos
    ,
    Weinan Zhang
    ,
    Muhan Zhang
    ,
    Zhenkun Cai
    ,
    Jiahang Li
    ,
    Zunyao Mao
    ,
    Yakun Song
    ,
    Jianheng Tang
    ,
    Yanlin Zhang
    ,
    Guang Yang
    ,
    Chuan Lei
    ,
    Xiao Qin
    ,
    Ning Li
    ,
    Han Zhang
    ,
    Yanbo Wang
    ,
    Zizhao Zhang
  22. 22
    4Diffusion: Multi-view Video Diffusion Model for 4D Generation
    Haiyu Zhang
    ,
    Xinyuan Chen
    ,
    Yaohui Wang
    ,
    Xihui Liu
    ,
    Yunhong Wang
    ,
    Yu Qiao
  23. 23
    4M-21: An Any-to-Any Vision Model for Tens of Tasks and Modalities
    Roman Bachmann
    ,
    Oguzhan Fatih Kar
    ,
    David Mizrahi
    ,
    Ali Garjani
    ,
    Mingfei Gao
    ,
    David Griffiths
    ,
    Jiaming Hu
    ,
    Afshin Dehghan
    ,
    Amir Zamir
  24. 24
    4Real: Towards Photorealistic 4D Scene Generation via Video Diffusion Models
    Heng Yu
    ,
    Chaoyang Wang
    ,
    Peiye Zhuang
    ,
    Willi Menapace
    ,
    Aliaksandr Siarohin
    ,
    Junli Cao
    ,
    László A. Jeni
    ,
    Sergey Tulyakov
    ,
    Hsin-Ying Lee
  25. 25
    A Bayesian Approach for Personalized Federated Learning in Heterogeneous Settings
    Disha Makhija
    ,
    Joydeep Ghosh
    ,
    Nhat Ho
  26. 26
    A Bayesian Approach to Data Point Selection
    Xinnuo Xu
    ,
    Minyoung Kim
    ,
    Royson Lee
    ,
    Brais Martínez
    ,
    Timothy M. Hospedales
  27. 27
    A Benchmark Dataset for Event-Guided Human Pose Estimation and Tracking in Extreme Conditions
    Hoonhee Cho
    ,
    Taewoo Kim
    ,
    Yuhwan Jeong
    ,
    Kuk-Jin Yoon
  28. 28
    A benchmark for prediction of transcriptomic responses to chemical perturbations across cell types
    Artur Szalata
    ,
    Andrew Benz
    ,
    Robrecht Cannoodt
    ,
    Mauricio Cortes
    ,
    Jason Fong
    ,
    Sunil Kuppasani
    ,
    Richard Lieberman
    ,
    Tianyu Liu
    ,
    Javier Mas-Rosario
    ,
    Rico Meinl
    ,
    Jalil Nourisa
    ,
    Jared Tumiel
    ,
    Tin M. Tunjic
    ,
    Mengbo Wang
    ,
    Noah Weber
    ,
    Hongyu Zhao
    ,
    Benedict Anchang
    ,
    Fabian J. Theis
    ,
    Malte Luecken
    ,
    Daniel Burkhardt
  29. 29
    A Benchmark Suite for Evaluating Neural Mutual Information Estimators on Unstructured Datasets
    Kyungeun Lee
    ,
    Wonjong Rhee
  30. 30
    A Best-of-both-worlds Algorithm for Bandits with Delayed Feedback with Robustness to Excessive Delays
    Saeed Masoudian
    ,
    Julian Zimmert
    ,
    Yevgeny Seldin
  31. 31
    A Boosting-Type Convergence Result for AdaBoost.MH with Factorized Multi-Class Classifiers
    Xin Zou
    ,
    Zhengyu Zhou
    ,
    Jingyuan Xu
    ,
    Weiwei Liu
  32. 32
    A Canonicalization Perspective on Invariant and Equivariant Learning
    George Ma
    ,
    Yifei Wang
    ,
    Derek Lim
    ,
    Stefanie Jegelka
    ,
    Yisen Wang
  33. 33
    A Careful Examination of Large Language Model Performance on Grade School Arithmetic
    Hugh Zhang
    ,
    Jeff Da
    ,
    Dean Lee
    ,
    Vaughn Robinson
    ,
    Catherine Wu
    ,
    William Song
    ,
    Tiffany Zhao
    ,
    Pranav Raja
    ,
    Charlotte Zhuang
    ,
    Dylan Slack
    ,
    Qin Lyu
    ,
    Sean Hendryx
    ,
    Russell Kaplan
    ,
    Michele Lunati
    ,
    Summer Yue
  34. 34
    A Cat Is A Cat (Not A Dog!): Unraveling Information Mix-ups in Text-to-Image Encoders through Causal Analysis and Embedding Optimization
    Chieh-Yun Chen
    ,
    Chiang Tseng
    ,
    Li-Wu Tsao
    ,
    Hong-Han Shuai
  35. 35
    A Closer Look at AUROC and AUPRC under Class Imbalance
    Matthew B. A. McDermott
    ,
    Haoran Zhang
    ,
    Lasse Hyldig Hansen
    ,
    Giovanni Angelotti
    ,
    Jack Gallifant
  36. 36
    A Closer Look at the CLS Token for Cross-Domain Few-Shot Learning
    Yixiong Zou
    ,
    Shuai Yi
    ,
    Yuhua Li
    ,
    Ruixuan Li
  37. 37
    A Combinatorial Algorithm for the Semi-Discrete Optimal Transport Problem
    Pankaj K. Agarwal
    ,
    Sharath Raghvendra
    ,
    Pouyan Shirzadian
    ,
    Keegan Yao
  38. 38
    A Compositional Atlas for Algebraic Circuits
    Benjie Wang
    ,
    Denis Deratani Mauá
    ,
    Guy Van den Broeck
    ,
    YooJung Choi
  39. 39
    A Comprehensive Analysis on the Learning Curve in Kernel Ridge Regression
    Tin Sum Cheng
    ,
    Aurélien Lucchi
    ,
    Anastasis Kratsios
    ,
    David Belius
  40. 40
    A Concept-Based Explainability Framework for Large Multimodal Models
    Jayneel Parekh
    ,
    Pegah Khayatan
    ,
    Mustafa Shukor
    ,
    Alasdair Newson
    ,
    Matthieu Cord
  41. 41
    A Consistency-Aware Spot-Guided Transformer for Versatile and Hierarchical Point Cloud Registration
    Renlang Huang
    ,
    Yufan Tang
    ,
    Jiming Chen
    ,
    Liang Li
  42. 42
    A Critical Evaluation of AI Feedback for Aligning Large Language Models
    Archit Sharma
    ,
    Sedrick Scott Keh
    ,
    Eric Mitchell
    ,
    Chelsea Finn
    ,
    Kushal Arora
    ,
    Thomas Kollar
  43. 43
    A Cross-Domain Benchmark for Active Learning
    Thorben Werner
    ,
    Johannes Burchert
    ,
    Maximilian Stubbemann
    ,
    Lars Schmidt-Thieme
  44. 44
    A Data-Centric Perspective on Evaluating Machine Learning Models for Tabular Data
    Andrej Tschalzev
    ,
    Sascha Marton
    ,
    Stefan Lüdtke
    ,
    Christian Bartelt
    ,
    Heiner Stuckenschmidt
  45. 45
    A Decision-Language Model (DLM) for Dynamic Restless Multi-Armed Bandit Tasks in Public Health
    Nikhil Behari
    ,
    Edwin Zhang
    ,
    Yunfan Zhao
    ,
    Aparna Taneja
    ,
    Dheeraj Nagaraj
    ,
    Milind Tambe
  46. 46
    A distributional simplicity bias in the learning dynamics of transformers
    Riccardo Rende
    ,
    Federica Gerace
    ,
    Alessandro Laio
    ,
    Sebastian Goldt
  47. 47
    A Fast Convoluted Story: Scaling Probabilistic Inference for Integer Arithmetics
    Lennert De Smet
    ,
    Pedro Zuidberg Dos Martires
  48. 48
    A Flexible, Equivariant Framework for Subgraph GNNs via Graph Products and Graph Coarsening
    Guy Bar-Shalom
    ,
    Yam Eitan
    ,
    Fabrizio Frasca
    ,
    Haggai Maron
  49. 49
    A Foundation Model for Zero-shot Logical Query Reasoning
    Michael Galkin
    ,
    Jincheng Zhou
    ,
    Bruno Ribeiro
    ,
    Jian Tang
    ,
    Zhaocheng Zhu
  50. 50
    A Framework for Bilevel Optimization on Riemannian Manifolds
    Andi Han
    ,
    Bamdev Mishra
    ,
    Pratik Kumar Jawanpuria
    ,
    Akiko Takeda