NeurIPS 2023: all accepted papers

3,540 papers · page 12 of 36 · the most cited first · ← NeurIPS 2023

Make Pre-trained Model Reversible: From Parameter to Memory Efficient Fine-Tuning ↗Baohao Liao, Shaomu Tan, Christof Monz6 citations
Max-Sliced Mutual Information ↗Dor Tsur, Ziv Goldfeld, Kristjan H. Greenewald6 citations
Med-UniC: Unifying Cross-Lingual Medical Vision-Language Pre-Training by Diminishing Bias ↗Zhongwei Wan, Che Liu, Mi Zhang et al.6 citations
Meta-AdaM: An Meta-Learned Adaptive Optimizer with Momentum for Few-Shot Learning ↗Siyuan Sun, Hongyang Gao6 citations
Mitigating Over-smoothing in Transformers via Regularized Nonlocal Functionals ↗Tam Nguyen, Tam Nhu Ngoc Nguyen, Richard Baraniuk6 citations
Mitigating Test-Time Bias for Fair Image Retrieval ↗Fanjie Kong, Shuai Yuan, Weituo Hao et al.6 citations
MosaicBERT: A Bidirectional Encoder Optimized for Fast Pretraining ↗Jacob Portes, Alex Trott, Sam Havens et al.6 citations
MultiFusion: Fusing Pre-Trained Models for Multi-Lingual, Multi-Modal Image Generation ↗Marco Bellagente, Manuel Brack, Hannah Teufel et al.6 citations
Multiply Robust Federated Estimation of Targeted Average Treatment Effects ↗Larry Han, Zhu Fang Shen, Jose Zubizarreta6 citations
M²Hub: Unlocking the Potential of Machine Learning for Materials Discovery ↗Yuanqi Du, Yingheng Wang, Yining Huang et al.6 citations
NVFi: Neural Velocity Fields for 3D Physics Learning from Dynamic Videos ↗Jinxi Li, Ziyang Song, BO Yang6 citations
Neural Lyapunov Control for Discrete-Time Systems ↗Junlin Wu, Andrew Clark, Yiannis Kantaros et al.6 citations
Neural Oscillators are Universal ↗Samuel Lanthaler, T. Konstantin Rusch, Siddhartha Kumar Mishra6 citations
Neural Priming for Sample-Efficient Adaptation ↗Matthew Wallingford, Vivek Ramanujan, Alex Fang et al.6 citations
On the Overlooked Pitfalls of Weight Decay and How to Mitigate Them: A Gradient-Norm Perspective ↗Zeke Xie, Zhiqiang Xu, Jingzhao Zhang et al.6 citations
Online Ad Procurement in Non-stationary Autobidding Worlds ↗Jason Cheuk Nam Liang, Haihao Lu, Baoyu Zhou6 citations
Optimal approximation using complex-valued neural networks ↗Paul Geuchen, Felix Voigtlaender6 citations
Oracle Complexity of Single-Loop Switching Subgradient Methods for Non-Smooth Weakly Convex Functional Constrained Optimization ↗Yankun Huang, Qihang Lin6 citations
P-Flow: A Fast and Data-Efficient Zero-Shot TTS through Speech Prompting ↗Sungwon Kim, Kevin J. Shih, Rohan Badlani et al.6 citations
PUG: Photorealistic and Semantically Controllable Synthetic Data for Representation Learning ↗Florian Bordes, Shashank Shekhar, Mark Ibrahim et al.6 citations
Physics-Informed Bayesian Optimization of Variational Quantum Circuits ↗Kim A. Nicoli, Christopher J. Anders, Lena Funcke et al.6 citations
Pre-RMSNorm and Pre-CRMSNorm Transformers: Equivalent and Efficient Pre-LN Transformers ↗Zixuan Jiang, Jiaqi Gu, Hanqing Zhu et al.6 citations
Prioritizing Samples in Reinforcement Learning with Reducible Loss ↗Shivakanth Sujit, Somjit Nath, Pedro H. M. Braga et al.6 citations
Privacy Auditing with One (1) Training Run ↗Thomas Steinke, Milad Nasr, Matthew Jagielski6 citations
Provable Advantage of Curriculum Learning on Parity Targets with Mixed Inputs ↗Emmanuel A. Abbe, Elisabetta Cornacchia, Aryo Lotfi6 citations
Quantification of Uncertainty with Adversarial Models ↗Kajetan Schweighofer, Lukas Aichberger, Mykyta Ielanskyi et al.6 citations
RECKONING: Reasoning through Dynamic Knowledge Encoding ↗Zeming Chen, Gail Garfinkel Weiss, Eric Mitchell et al.6 citations
RIO: A Benchmark for Reasoning Intention-Oriented Objects in Open Environments ↗Mengxue Qu, Yu Wu, Wu Liu et al.6 citations
Randomized Sparse Neural Galerkin Schemes for Solving Evolution Equations with Deep Networks ↗Jules J. Berman, Benjamin Peherstorfer6 citations
ReMaX: Relaxing for Better Training on Efficient Panoptic Segmentation ↗Shuyang Sun, Weijun Wang, Andrew Howard et al.6 citations
ReTR: Modeling Rendering Via Transformer for Generalizable Neural Surface Reconstruction ↗Yixun Liang, Hao He, Ying-Cong Chen6 citations
Reinforcement-Enhanced Autoregressive Feature Transformation: Gradient-steered Search in Continuous Space for Postfix Expressions ↗Dongjie Wang, Meng Xiao, Min Wu et al.6 citations
Rethinking Incentives in Recommender Systems: Are Monotone Rewards Always Beneficial? ↗Fan Yao, Chuanhao Li, Karthik Abinav Sankararaman et al.6 citations
Reusing Pretrained Models by Multi-linear Operators for Efficient Training ↗Yu Pan, Ye Yuan, Yichun Yin et al.6 citations
RevColV2: Exploring Disentangled Representations in Masked Image Modeling ↗Qi Han, Yuxuan Cai, Xiangyu Zhang6 citations
Revisiting Evaluation Metrics for Semantic Segmentation: Optimization and Evaluation of Fine-grained Intersection over Union ↗Zifu Wang, Maxim Berman, Amal Rannen-Triki et al.6 citations
SEVA: Leveraging sketches to evaluate alignment between human and machine visual abstraction ↗Kushin Mukherjee, Holly Huey, Xuanchen Lu et al.6 citations
Scaling Riemannian Diffusion Models ↗Aaron Lou, Minkai Xu, Adam Farris et al.6 citations
Score-based Generative Modeling through Stochastic Evolution Equations in Hilbert Spaces ↗Sungbin Lim, Eun Bi Yoon, Taehyun Byun et al.6 citations
Self-Consistent Velocity Matching of Probability Flows ↗Lingxiao Li, Samuel Hurault, Justin Solomon6 citations
Sequential Subset Matching for Dataset Distillation ↗Jiawei Du, Qin Shi, Joey Tianyi Zhou6 citations
Sharp Spectral Rates for Koopman Operator Learning ↗Vladimir Kostic, Karim Lounici, Pietro Novelli et al.6 citations
ShiftAddViT: Mixture of Multiplication Primitives Towards Efficient Vision Transformer ↗Haoran You, Huihong Shi, Yipin Guo et al.6 citations
State-space models with layer-wise nonlinearity are universal approximators with exponential decaying memory ↗Shida Wang, Beichen Xue6 citations
Stochastic Optimal Control for Collective Variable Free Sampling of Molecular Transition Paths ↗Lars Holdijk, Yuanqi Du, Ferry Hooft et al.6 citations
Tame a Wild Camera: In-the-Wild Monocular Camera Calibration ↗Shengjie Zhu, Abhinav Kumar, Masa Hu et al.6 citations
The Exact Sample Complexity Gain from Invariances for Kernel Regression ↗Behrooz Tahmasebi, Stefanie Jegelka6 citations
Three Towers: Flexible Contrastive Learning with Pretrained Image Models ↗Jannik Kossen, Mark Collier, Basil Mustafa et al.6 citations
Towards In-context Scene Understanding ↗Ivana Balažević, David Steiner, Nikhil Parthasarathy et al.6 citations
Towards Symmetry-Aware Generation of Periodic Materials ↗Youzhi Luo, Chengkai Liu, Shuiwang Ji6 citations
Training neural operators to preserve invariant measures of chaotic attractors ↗Ruoxi Jiang, Peter Y. Lu, Elena Orlova et al.6 citations
Uncertainty Estimation for Safety-critical Scene Segmentation via Fine-grained Reward Maximization ↗Hongzheng Yang, Cheng Chen, Yueyao Chen et al.6 citations
Understanding How Consistency Works in Federated Learning via Stage-wise Relaxed Initialization ↗Yan Sun, Li Shen, Dacheng Tao6 citations
Understanding and Improving Ensemble Adversarial Defense ↗Yian Deng, Tingting Mu6 citations
UniTSFace: Unified Threshold Integrated Sample-to-Sample Loss for Face Recognition ↗Qiufu Li, Xi Jia, Jiancan Zhou et al.6 citations
What Do Deep Saliency Models Learn about Visual Attention? ↗Shi Chen, Ming Jiang, Qi Zhao6 citations
Worst-case Performance of Popular Approximate Nearest Neighbor Search Implementations: Guarantees and Limitations ↗Piotr Indyk, Haike Xu6 citations
3D Copy-Paste: Physically Plausible Object Insertion for Monocular 3D Detection ↗Yunhao Ge, Hong-Xing Yu, Cheng Zhao et al.5 citations
A Guide Through the Zoo of Biased SGD ↗Yury A. Demidovich, Grigory Malinovsky, Igor Sokolov et al.5 citations
A Neural Collapse Perspective on Feature Evolution in Graph Neural Networks ↗Vignesh Kothapalli, Tom Tirer, Joan Bruna5 citations
Active Negative Loss Functions for Learning with Noisy Labels ↗Xichen Ye, Xiaoqiang Li, Songmin Dai et al.5 citations
Adapting to Continuous Covariate Shift via Online Density Ratio Estimation ↗Yu-Jie Zhang, Zhen-Yu Zhang, Peng Zhao et al.5 citations
Aleatoric and Epistemic Discrimination: Fundamental Limits of Fairness Interventions ↗Hao Wang, Luxi He, Rui Gao et al.5 citations
Algorithm Selection for Deep Active Learning with Imbalanced Datasets ↗Jifan Zhang, Shuai Shao, Saurabh Manaswita Verma et al.5 citations
Aligning Synthetic Medical Images with Clinical Knowledge using Human Feedback ↗Shenghuan Sun, Gregory Mark Goldgof, Atul Janardhan Butte et al.5 citations
Alignment with human representations supports robust few-shot learning ↗Ilia Sucholutsky, Thomas L. Griffiths5 citations
Alleviating the Semantic Gap for Generalized fMRI-to-Image Reconstruction ↗Tao Fang, Qian Zheng, Gang Pan5 citations
AttrSeg: Open-Vocabulary Semantic Segmentation via Attribute Decomposition-Aggregation ↗Chaofan Ma, Yang Yuhuan, Chen Ju et al.5 citations
CBD: A Certified Backdoor Detector Based on Local Dominant Probability ↗Zhen Xiang, Zidi Xiong, Bo Li5 citations
COCO-Counterfactuals: Automatically Constructed Counterfactual Examples for Image-Text Pairs ↗Tiep Le, Vasudev Lal, Phillip Howard5 citations
Causal Fairness for Outcome Control ↗Drago Plečko, Elias Bareinboim5 citations
CoPriv: Network/Protocol Co-Optimization for Communication-Efficient Private Inference ↗Wenxuan Zeng, Meng Li, Haichuan Yang et al.5 citations
Cocktail: Mixing Multi-Modality Control for Text-Conditional Image Generation ↗Minghui Hu, Jianbin Zheng, Daqing Liu et al.5 citations
Color Equivariant Convolutional Networks ↗Attila Lengyel, Ombretta Strafforello, Robert-Jan Bruintjes et al.5 citations
Comparing Causal Frameworks: Potential Outcomes, Structural Models, Graphs, and Abstractions ↗Duligur Ibeling, Thomas Icard5 citations
Concept Distillation: Leveraging Human-Centered Explanations for Model Improvement ↗Avani Gupta, Saurabh Saini, P. J. Narayanan5 citations
Coneheads: Hierarchy Aware Attention ↗Albert Tseng, Tao Yu, Toni Liu et al.5 citations
Constraint-Conditioned Policy Optimization for Versatile Safe Reinforcement Learning ↗Yihang Yao, Zuxin Liu, Zhepeng Cen et al.5 citations
Construction of Hierarchical Neural Architecture Search Spaces based on Context-free Grammars ↗Simon Schrodi, Danny Stoll, Binxin Ru et al.5 citations
Context-PIPs: Persistent Independent Particles Demands Spatial Context Features ↗Weikang Bian, Zhaoyang Huang, Xiaoyu Shi et al.5 citations
Continuous-time Analysis of Anchor Acceleration ↗Jaewook Suh, Jisun Park, Ernest K Ryu5 citations
Counterfactual Conservative Q Learning for Offline Multi-agent Reinforcement Learning ↗Jianzhun Shao, Yun Qu, Chen Chen et al.5 citations
Customizable Image Synthesis with Multiple Subjects ↗Zhiheng Liu, Yifei Zhang, Yujun Shen et al.5 citations
DAC-DETR: Divide the Attention Layers and Conquer ↗Zhengdong Hu, Yifan Sun, Jingdong Wang et al.5 citations
DESSERT: An Efficient Algorithm for Vector Set Search with Vector Set Queries ↗Joshua Engels, Benjamin Coleman, Vihan Lakshman et al.5 citations
DOSE: Diffusion Dropout with Adaptive Prior for Speech Enhancement ↗Wenxin Tai, Yue Lei, Fan Zhou et al.5 citations
DVSOD: RGB-D Video Salient Object Detection ↗Jingjing Li, Wei Ji, Size Wang et al.5 citations
Data Augmentations for Improved (Large) Language Model Generalization ↗Amir Feder, Yoav Wald, Claudia Shi et al.5 citations
Data Market Design through Deep Learning ↗Sai Srivatsa Ravindranath, Yanchen Jiang, David Parkes5 citations
Deep Optimal Transport: A Practical Algorithm for Photo-realistic Image Restoration ↗Theo Adrai, Guy Ohayon, Michael Elad et al.5 citations
Differentiable Blocks World: Qualitative 3D Decomposition by Rendering Primitives ↗Tom Monnier, Jake Austin, Angjoo Kanazawa et al.5 citations
Differentiable Neuro-Symbolic Reasoning on Large-Scale Knowledge Graphs ↗Chen Shengyuan, Yunfeng Cai, Huang Fang et al.5 citations
Diffusion-TTA: Test-time Adaptation of Discriminative Models via Generative Feedback ↗Mihir Prabhudesai, Tsung-Wei Ke, Alex Li et al.5 citations
Discovering General Reinforcement Learning Algorithms with Adversarial Environment Design ↗Matthew Thomas Jackson, Minqi Jiang, Jack Parker-Holder et al.5 citations
Disentangling Cognitive Diagnosis with Limited Exercise Labels ↗Xiangzhi Chen, Le Wu, Liu Fei et al.5 citations
DropPos: Pre-Training Vision Transformers by Reconstructing Dropped Positions ↗Haochen Wang, Junsong Fan, Yuxi Wang et al.5 citations
DäRF: Boosting Radiance Fields from Sparse Input Views with Monocular Depth Adaptation ↗Jiuhn Song, Seonghoon Park, Honggyu An et al.5 citations
ECG-QA: A Comprehensive Question Answering Dataset Combined With Electrocardiogram ↗Jungwoo Oh, Gyubok Lee, Seongsu Bae et al.5 citations
EDGI: Equivariant Diffusion for Planning with Embodied Agents ↗Johann Brehmer, Avishek Joey Bose, Pim de Haan et al.5 citations
Efficient Policy Adaptation with Contrastive Prompt Ensemble for Embodied Agents ↗Wonje Choi, Woo Kyung Kim, Seunghyun Kim et al.5 citations

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📰 NeurIPS 2023: all accepted papers

NeurIPS 2023: all accepted papers