NeurIPS 2023: all accepted papers

3,540 papers · page 16 of 36 · the most cited first · ← NeurIPS 2023

Semantic HELM: A Human-Readable Memory for Reinforcement Learning ↗Fabian Paischer, Thomas Adler, Markus Hofmarcher et al.4 citations
Semi-Supervised Contrastive Learning for Deep Regression with Ordinal Rankings from Spectral Seriation ↗Weihang Dai, Yao Du, Weihang Dai et al.4 citations
Sharpness-Aware Minimization Leads to Low-Rank Features ↗Maksym Andriushchenko, Dara Bahri, Hossein Mobahi et al.4 citations
SimFBO: Towards Simple, Flexible and Communication-efficient Federated Bilevel Learning ↗Yifan Yang, Peiyao Xiao, Kaiyi Ji4 citations
SparseProp: Efficient Event-Based Simulation and Training of Sparse Recurrent Spiking Neural Networks ↗Rainer Engelken4 citations
SpatialRank: Urban Event Ranking with NDCG Optimization on Spatiotemporal Data ↗Bang An, Xun Zhou, Yongjian Zhong et al.4 citations
State Sequences Prediction via Fourier Transform for Representation Learning ↗Mingxuan Ye, Yufei Kuang, Jie Wang et al.4 citations
Static and Sequential Malicious Attacks in the Context of Selective Forgetting ↗Chenxu Zhao, Wei Qian, Rex Ying et al.4 citations
Statistical Insights into HSIC in High Dimensions ↗Tao Zhang, Yaowu Zhang, Tingyou Zhou4 citations
Successor-Predecessor Intrinsic Exploration ↗Changmin Yu, Neil Burgess, Maneesh Sahani et al.4 citations
Supervised Pretraining Can Learn In-Context Reinforcement Learning ↗Jonathan N Lee, Annie Xie, Aldo Pacchiano et al.4 citations
TACO: Temporal Latent Action-Driven Contrastive Loss for Visual Reinforcement Learning ↗Ruijie Zheng, Xiyao Wang, Yanchao Sun et al.4 citations
TWIGMA: A dataset of AI-Generated Images with Metadata From Twitter ↗Yiqun T. Chen, James Zou4 citations
Tailoring Self-Attention for Graph via Rooted Subtrees ↗Siyuan Huang, Yunchong Song, Jiayue Zhou et al.4 citations
The Behavior and Convergence of Local Bayesian Optimization ↗Kaiwen Wu, Kyurae Kim, Roman Garnett et al.4 citations
The CLIP Model is Secretly an Image-to-Prompt Converter ↗Haoxuan Ding, Chunna Tian, Haoxuan Ding et al.4 citations
The Transient Nature of Emergent In-Context Learning in Transformers ↗Aaditya Singh, Stephanie Chan, Ted Moskovitz et al.4 citations
The Utility of “Even if” Semifactual Explanation to Optimise Positive Outcomes ↗Eoin M. Kenny, Weipeng Huang4 citations
Towards Distribution-Agnostic Generalized Category Discovery ↗Jianhong Bai, Zuozhu Liu, Hualiang Wang et al.4 citations
Trust Region-Based Safe Distributional Reinforcement Learning for Multiple Constraints ↗Dohyeong Kim, Kyungjae Lee, Songhwai Oh4 citations
Turbulence in Focus: Benchmarking Scaling Behavior of 3D Volumetric Super-Resolution with BLASTNet 2.0 Data ↗Wai Tong Chung, Bassem M. Akoush, Pushan Sharma et al.4 citations
UNSSOR: Unsupervised Neural Speech Separation by Leveraging Over-determined Training Mixtures ↗Zhongqiu Wang, Shinji Watanabe4 citations
UltraRE: Enhancing RecEraser for Recommendation Unlearning via Error Decomposition ↗Yuyuan Li, Chaochao Chen, Yizhao Zhang et al.4 citations
Uncertainty Quantification via Neural Posterior Principal Components ↗Elias Nehme, Omer Yair, Tomer Michaeli4 citations
Uncertainty-Aware Alignment Network for Cross-Domain Video-Text Retrieval ↗Xiaoshuai Hao, Wanqian Zhang4 citations
Uncovering Neural Scaling Laws in Molecular Representation Learning ↗Dingshuo Chen, Yuanqi Du, Jieyu Zhang et al.4 citations
Unified Embedding: Battle-Tested Feature Representations for Web-Scale ML Systems ↗Benjamin Coleman, Wang-Cheng Kang, Matthew Fahrbach et al.4 citations
Unsupervised Graph Neural Architecture Search with Disentangled Self-Supervision ↗Zeyang Zhang, Xin Eric Wang, Ziwei Zhang et al.4 citations
Unsupervised Image Denoising with Score Function ↗Yutong Xie, Mingze Yuan, Bin Dong et al.4 citations
Unsupervised Optical Flow Estimation with Dynamic Timing Representation for Spike Camera ↗Lujie Xia, Ziluo Ding, Rui Zhao et al.4 citations
VisoGender: A dataset for benchmarking gender bias in image-text pronoun resolution ↗Siobhan Mackenzie Hall, Fernanda Gonçalves Abrantes, Hanwen Zhu et al.4 citations
Visual Programming for Step-by-Step Text-to-Image Generation and Evaluation ↗Jaemin Cho, Abhay Zala, Mohit Bansal4 citations
Volume Feature Rendering for Fast Neural Radiance Field Reconstruction ↗Kang Han, Wei Xiang, Lu Yu4 citations
Wasserstein Quantum Monte Carlo: A Novel Approach for Solving the Quantum Many-Body Schrödinger Equation ↗Kirill Neklyudov, Jannes Nys, Luca Thiede et al.4 citations
Weakly Coupled Deep Q-Networks ↗Ibrahim El Shar, Daniel Jiang4 citations
What a MESS: Multi-Domain Evaluation of Zero-Shot Semantic Segmentation ↗Benedikt Blumenstiel, Johannes Jakubik, Hilde Kuehne et al.4 citations
What functions can Graph Neural Networks compute on random graphs? The role of Positional Encoding ↗Nicolas Keriven, Samuel Vaiter4 citations
When Do Transformers Shine in RL? Decoupling Memory from Credit Assignment ↗Tianwei Ni, Michel Ma, Benjamin Eysenbach et al.4 citations
When are ensembles really effective? ↗Ryan Theisen, Hyunsuk Kim, Yang Yaoqing et al.4 citations
XAGen: 3D Expressive Human Avatars Generation ↗Zhongcong Xu, Jianfeng Zhang, Jun Hao Liew et al.4 citations
YouTubePD: A Multimodal Benchmark for Parkinson’s Disease Analysis ↗Andy Zhou, Samuel Li, Pranav Sriram et al.4 citations
4D Panoptic Scene Graph Generation ↗Jingkang Yang, Jun Cen, Wenxuan Peng et al.3 citations
A Bounded Ability Estimation for Computerized Adaptive Testing ↗Yan Zhuang, Qi Liu, Guanhao Zhao et al.3 citations
A Hierarchical Training Paradigm for Antibody Structure-sequence Co-design ↗Fang Wu, Stan Z. Li3 citations
A Riemannian Exponential Augmented Lagrangian Method for Computing the Projection Robust Wasserstein Distance ↗Bo Jiang, Ya‐Feng Liu3 citations
A Theoretical Analysis of Optimistic Proximal Policy Optimization in Linear Markov Decision Processes ↗Han Zhong, Tong Zhang3 citations
A Theory of Unsupervised Translation Motivated by Understanding Animal Communication ↗Shafi Goldwasser, David Gruber, Adam Tauman Kalai et al.3 citations
A-NeSI: A Scalable Approximate Method for Probabilistic Neurosymbolic Inference ↗Emile van Krieken, Thiviyan Thanapalasingam, Jakub M. Tomczak et al.3 citations
AI for Interpretable Chemistry: Predicting Radical Mechanistic Pathways via Contrastive Learning ↗Mohammadamin Tavakoli, Pierre Baldi, Annmarie G. Carlton et al.3 citations
ANTN: Bridging Autoregressive Neural Networks and Tensor Networks for Quantum Many-Body Simulation ↗Zhuo Chen, Laker Newhouse, Eddie Chen et al.3 citations
ATTA: Anomaly-aware Test-Time Adaptation for Out-of-Distribution Detection in Segmentation ↗Zhitong Gao, Shipeng Yan, Xuming He3 citations
Accelerated Zeroth-order Method for Non-Smooth Stochastic Convex Optimization Problem with Infinite Variance ↗Nikita М Kornilov, Ohad Shamir, Aleksandr Lobanov et al.3 citations
Active Vision Reinforcement Learning under Limited Visual Observability ↗Jinghuan Shang, Michael S. Ryoo3 citations
Activity Grammars for Temporal Action Segmentation ↗Dayoung Gong, Joonseok Lee, Deunsol Jung et al.3 citations
Adjustable Robust Reinforcement Learning for Online 3D Bin Packing ↗Yuxin Pan, Yize Chen, Fangzhen Lin3 citations
Adversarial Examples Might be Avoidable: The Role of Data Concentration in Adversarial Robustness ↗Ambar Pal, Jeremias Sulam, Rene Vidal3 citations
Adversarial Learning for Feature Shift Detection and Correction ↗Míriam Barrabés, Daniel Mas Montserrat, Margarita Geleta et al.3 citations
AiluRus: A Scalable ViT Framework for Dense Prediction ↗Jin Li, Yaoming Wang, Xiaopeng Zhang et al.3 citations
An Alternating Optimization Method for Bilevel Problems under the Polyak-Łojasiewicz Condition ↗Quan Xiao, Songtao Lu, Tianyi Chen3 citations
An Alternative to Variance: Gini Deviation for Risk-averse Policy Gradient ↗Yudong Luo, Guiliang Liu, Pascal Poupart et al.3 citations
Analyzing Vision Transformers for Image Classification in Class Embedding Space ↗Martina Gonzalez Vilas, Timothy Schaumlöffel, Gemma Roig3 citations
Approximation-Generalization Trade-offs under (Approximate) Group Equivariance ↗Mircea Petrache, Shubhendu Trivedi3 citations
Asymmetric Certified Robustness via Feature-Convex Neural Networks ↗Samuel Pfrommer, Brendon G. Anderson, Julien Piet et al.3 citations
Auditing for Human Expertise ↗Rohan Alur, Loren Laine, Darrick Li et al.3 citations
Bayes beats Cross Validation: Efficient and Accurate Ridge Regression via Expectation Maximization ↗Shu Yu Tew, Mario Boley, Daniel Schmidt3 citations
Behavior Alignment via Reward Function Optimization ↗Dhawal Gupta, Yash Chandak, Scott M. Jordan et al.3 citations
Bifurcations and loss jumps in RNN training ↗Lukas Eisenmann, Zahra Monfared, Niclas Göring et al.3 citations
Binary Classification with Confidence Difference ↗Wei Wang, Lei Feng, Yuchen Jiang et al.3 citations
Block-State Transformers ↗Jonathan Pilault, Mahan Fathi, Orhan Firat et al.3 citations
CAP: Correlation-Aware Pruning for Highly-Accurate Sparse Vision Models ↗Denis Kuznedelev, Eldar Kurtic, Elias Frantar et al.3 citations
CEIL: Generalized Contextual Imitation Learning ↗Jinxin Liu, Li He, Yachen Kang et al.3 citations
CELLE-2: Translating Proteins to Pictures and Back with a Bidirectional Text-to-Image Transformer ↗Emaad Khwaja, Yun Song, Aaron Agarunov et al.3 citations
CQM: Curriculum Reinforcement Learning with a Quantized World Model ↗Seungjae Lee, Daesol Cho, Jonghae Park et al.3 citations
Causal Context Connects Counterfactual Fairness to Robust Prediction and Group Fairness ↗Jacy Reese Anthis, Victor Veitch3 citations
Causal Discovery in Semi-Stationary Time Series ↗Shanyun Gao, Raghavendra Addanki, Tong Yu et al.3 citations
Causal discovery from observational and interventional data across multiple environments ↗Adam Li, Amin Jaber, Elias Bareinboim3 citations
Certifiably Robust Graph Contrastive Learning ↗Minhua Lin, Teng Xiao, Enyan Dai et al.3 citations
Certified Robustness via Dynamic Margin Maximization and Improved Lipschitz Regularization ↗Mahyar Fazlyab, Taha Entesari, Aniket Roy et al.3 citations
Chanakya: Learning Runtime Decisions for Adaptive Real-Time Perception ↗Anurag Ghosh, Vaibhav Balloli, Akshay Nambi et al.3 citations
CoDrug: Conformal Drug Property Prediction with Density Estimation under Covariate Shift ↗Siddhartha Laghuvarapu, Zhen Lin, Jimeng Sun3 citations
Combating Bilateral Edge Noise for Robust Link Prediction ↗Zhanke Zhou, Jiangchao Yao, Jiaxu Liu et al.3 citations
Complementary Benefits of Contrastive Learning and Self-Training Under Distribution Shift ↗Saurabh Garg, Amrith Setlur, Zachary C. Lipton et al.3 citations
Complex Query Answering on Eventuality Knowledge Graph with Implicit Logical Constraints ↗Jiaxin Bai, Xin Liu, Weiqi Wang et al.3 citations
Complexity Matters: Rethinking the Latent Space for Generative Modeling ↗Tianyang Hu, Fei Chen, Haonan Wang et al.3 citations
Compositional Abilities Emerge Multiplicatively: Exploring Diffusion Models on a Synthetic Task ↗Maya Okawa, Ekdeep Singh Lubana, Robert P. Dick et al.3 citations
ConRad: Image Constrained Radiance Fields for 3D Generation from a Single Image ↗Senthil Purushwalkam, Nikhil Naik3 citations
Conformal Prediction for Uncertainty-Aware Planning with Diffusion Dynamics Model ↗Jiankai Sun, Yiqi Jiang, Jianing Qiu et al.3 citations
Creating Multi-Level Skill Hierarchies in Reinforcement Learning ↗Joshua B. Evans, Özgür Simsek3 citations
Curve Your Enthusiasm: Concurvity Regularization in Differentiable Generalized Additive Models ↗Julien Siems, Konstantin Ditschuneit, Winfried Ripken et al.3 citations
D-Separation for Causal Self-Explanation ↗Wei Liu, Jun Wang, Haozhao Wang et al.3 citations
DP-Mix: Mixup-based Data Augmentation for Differentially Private Learning ↗Wenxuan Bao, Francesco Pittaluga, Vijay Kumar B G et al.3 citations
Decompose a Task into Generalizable Subtasks in Multi-Agent Reinforcement Learning ↗Zikang Tian, Ruizhi Chen, Xing Hu et al.3 citations
Demo2Code: From Summarizing Demonstrations to Synthesizing Code via Extended Chain-of-Thought ↗Yuki Wang, Gonzalo Gonzalez-Pumariega, Yash Sharma et al.3 citations
Demystifying Softmax Gating Function in Gaussian Mixture of Experts ↗Huy Nguyen, TrungTin Nguyen, Nhat Ho3 citations
Density of States Prediction of Crystalline Materials via Prompt-guided Multi-Modal Transformer ↗Namkyeong Lee, Heewoong Noh, Sungwon Kim et al.3 citations
Designing Robust Transformers using Robust Kernel Density Estimation ↗Xing Han, Tongzheng Ren, Tan Nguyen et al.3 citations
Detecting hidden confounding in observational data using multiple environments ↗Rickard Karlsson, Jesse H. Krijthe3 citations
DiffInfinite: Large Mask-Image Synthesis via Parallel Random Patch Diffusion in Histopathology ↗Marco Aversa, Gabriel Nobis, Miriam Hägele et al.3 citations
Diplomat: A Dialogue Dataset for Situated PragMATic Reasoning ↗Hengli Li, Song Chun Zhu, Zilong Zheng3 citations
Directional diffusion models for graph representation learning ↗Run Yang, Yuling Yang, Fan Zhou et al.3 citations

This page in Markdown → https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/2023/papers/page/16/

📰 NeurIPS 2023: all accepted papers

NeurIPS 2023: all accepted papers