NeurIPS 2024: all accepted papers

4,494 papers · page 13 of 45 · the most cited first · ← NeurIPS 2024

BertaQA: How Much Do Language Models Know About Local Culture? ↗Julen Etxaniz, Gorka Azkune, Aitor Soroa et al.5 citations
Beyond Concept Bottleneck Models: How to Make Black Boxes Intervenable? ↗Sonia Laguna, Ričards Marcinkevičs, Moritz Vandenhirtz et al.5 citations
BiScope: AI-generated Text Detection by Checking Memorization of Preceding Tokens ↗Hanxi Guo, Siyuan Cheng, Xiaolong Jin et al.5 citations
Boosting Sample Efficiency and Generalization in Multi-agent Reinforcement Learning via Equivariance ↗Joshua S. McClellan, Naveed Haghani, John Winder et al.5 citations
Breaking the False Sense of Security in Backdoor Defense through Re-Activation Attack ↗Mingli Zhu, Siyuan Liang, Baoyuan Wu5 citations
C-GAIL: Stabilizing Generative Adversarial Imitation Learning with Control Theory ↗Tianjiao Luo, Tim Pearce, Huayu Chen et al.5 citations
CHASE: Learning Convex Hull Adaptive Shift for Skeleton-based Multi-Entity Action Recognition ↗Yuhang Wen, Mengyuan Liu, Songtao Wu et al.5 citations
CLIPAway: Harmonizing focused embeddings for removing objects via diffusion models ↗Yiğit Ekin, Ahmet Yıldırım, Erdem Eren Caglar et al.5 citations
CableInspect-AD: An Expert-Annotated Anomaly Detection Dataset ↗Akshatha Arodi, Margaux M. Luck, Jean-Luc Bedwani et al.5 citations
Calibrating Reasoning in Language Models with Internal Consistency ↗Zhihui Xie, Jizhou Guo, Tong Yu et al.5 citations
Capturing the denoising effect of PCA via compression ratio ↗Chandra Sekhar Mukherjee, Nikhil Deorkar, Jiapeng Zhang5 citations
Categorical Flow Matching on Statistical Manifolds ↗Chaoran Cheng, Jiahan Li, Jian Xun Peng et al.5 citations
ChaosBench: A Multi-Channel, Physics-Based Benchmark for Subseasonal-to-Seasonal Climate Prediction ↗Juan Nathaniel, Yongquan Qu, Tung Thanh Nguyen et al.5 citations
ChronoMagic-Bench: A Benchmark for Metamorphic Evaluation of Text-to-Time-lapse Video Generation ↗Shenghai Yuan, Jinfa Huang, Yaoyang Liu et al.5 citations
Clustering then Propagation: Select Better Anchors for Knowledge Graph Embedding ↗Hao Li, Yue Liu, Hao Li et al.5 citations
Coded Computing for Resilient Distributed Computing: A Learning-Theoretic Framework ↗Parsa Moradi, Behrooz Tahmasebi, Mohammad Ali Maddah-Ali5 citations
Collaborative Cognitive Diagnosis with Disentangled Representation Learning for Learner Modeling ↗Weibo Gao, Qi Liu, Linan Yue et al.5 citations
ComBack: A Versatile Dataset for Enhancing Compiler Backend Development Efficiency ↗Ming Zhong, Fang Lyu, Lulin Wang et al.5 citations
Conjugated Semantic Pool Improves OOD Detection with Pre-trained Vision-Language Models ↗Mengyuan Chen, Junyu Gao, Changsheng Xu5 citations
Connecting the Dots: LLMs can Infer and Verbalize Latent Structure from Disparate Training Data ↗Johannes Treutlein, Dami Choi, Jan Betley et al.5 citations
Contracting with a Learning Agent ↗Guru Guruganesh, Yoav Kolumbus, Jon Schneider et al.5 citations
CooHOI: Learning Cooperative Human-Object Interaction with Manipulated Object Dynamics ↗Jiawei Gao, Ziqin Wang, Zeqi Xiao et al.5 citations
Credal Deep Ensembles for Uncertainty Quantification ↗Kaizheng Wang, Fabio Cuzzolin A, Shireen Kudukkil Manchingal et al.5 citations
Cross-video Identity Correlating for Person Re-identification Pre-training ↗Jialong Zuo, Ying Nie, Hanyu Zhou et al.5 citations
CuMo: Scaling Multimodal LLM with Co-Upcycled Mixture-of-Experts ↗Jiachen Li, Xinyao Wang, Sijie Zhu et al.5 citations
Curvature Clues: Decoding Deep Learning Privacy with Input Loss Curvature ↗Deepak Ravikumar, Efstathia Soufleri, Kaushik Roy5 citations
DAT: Improving Adversarial Robustness via Generative Amplitude Mix-up in Frequency Domain ↗Fengpeng Li, Kemou Li, Haiwei Wu et al.5 citations
DC-Gaussian: Improving 3D Gaussian Splatting for Reflective Dash Cam Videos ↗Linhan Wang, Kai Cheng, Shuo Lei et al.5 citations
DRACO: A Denoising-Reconstruction Autoencoder for Cryo-EM ↗Qihe Chen, Haizhao Dai, Qihe Chen et al.5 citations
DU-Shapley: A Shapley Value Proxy for Efficient Dataset Valuation ↗Felipe Garrido-Lucero, Benjamin Heymann, Maxime Vono et al.5 citations
DapperFL: Domain Adaptive Federated Learning with Model Fusion Pruning for Edge Devices ↗Yongzhe Jia, Xuyun Zhang, Hongsheng Hu et al.5 citations
Data Free Backdoor Attacks ↗Bochuan Cao, Jinyuan Jia, Chuxuan Hu et al.5 citations
Decision Mamba: A Multi-Grained State Space Model with Self-Evolution Regularization for Offline RL ↗Qi Lv, Xiang Deng, Gongwei Chen et al.5 citations
Decomposing and Interpreting Image Representations via Text in ViTs Beyond CLIP ↗Sriram Balasubramanian, Samyadeep Basu, Soheil Feizi5 citations
Designing Cell-Type-Specific Promoter Sequences Using Conservative Model-Based Optimization ↗Aniketh Janardhan Reddy, Xinyang Geng, Michael H. Herschl et al.5 citations
Detecting Bugs with Substantial Monetary Consequences by LLM and Rule-based Reasoning ↗Brian Zhang, Zhuo Zhang5 citations
Diffusion of Thought: Chain-of-Thought Reasoning in Diffusion Language Models ↗Jiacheng Ye, Shansan Gong, Liheng Chen et al.5 citations
Discovering Preference Optimization Algorithms with and for Large Language Models ↗Chris J. J. Lu, Samuel Holt, Claudio Fanconi et al.5 citations
Disentangling the Roles of Distinct Cell Classes with Cell-Type Dynamical Systems ↗Aditi Jha, Diksha Gupta, Carlos D. Brody et al.5 citations
Double-Ended Synthesis Planning with Goal-Constrained Bidirectional Search ↗Kevin Yu, Jihye Roh, Ziang Li et al.5 citations
EPIC: Effective Prompting for Imbalanced-Class Data Synthesis in Tabular Data Classification via Large Language Models ↗Jinhee Kim, Taesung Kim, Jaegul Choo5 citations
ET-Flow: Equivariant Flow-Matching for Molecular Conformer Generation ↗Majdi Hassan, Nikhil Shenoy, Jung-Yoon Lee et al.5 citations
EffiLearner: Enhancing Efficiency of Generated Code via Self-Optimization ↗Dong Huang, Jianbo Dai, Han Weng et al.5 citations
Efficiency of the First-Price Auction in the Autobidding World ↗Yuan Deng, Jieming Mao, Vahab Mirrokni et al.5 citations
Efficient Multi-task LLM Quantization and Serving for Multiple LoRA Adapters ↗Yifei Xia, Fangcheng Fu, Wentao Zhang et al.5 citations
Epipolar-Free 3D Gaussian Splatting for Generalizable Novel View Synthesis ↗Zhiyuan Min, Yawei Luo, Jianwen Sun et al.5 citations
Excluding the Irrelevant: Focusing Reinforcement Learning through Continuous Action Masking ↗Roland Stolz, Hanna Krasowski, Jakob Thumm et al.5 citations
Exploring Token Pruning in Vision State Space Models ↗Zheng Zhan, Zhenglun Kong, Zhenglun Kong et al.5 citations
EyeGraph: Modularity-aware Spatio Temporal Graph Clustering for Continuous Event-based Eye Tracking ↗Nuwan Bandara, Thivya Kandappu, Argha Sen et al.5 citations
F-OAL: Forward-only Online Analytic Learning with Fast Training and Low Memory Footprint in Class Incremental Learning ↗Huiping Zhuang, Yuchen Liu, Run He et al.5 citations
FLAME : Factuality-Aware Alignment for Large Language Models ↗Sheng-Chieh Lin, Luyu Gao, Barlas Oğuz et al.5 citations
FairWire: Fair Graph Generation ↗O. Deniz Kose, Yanning Shen5 citations
Focus On What Matters: Separated Models For Visual-Based RL Generalization ↗Di Zhang, Bowen Lv, Hai Zhang et al.5 citations
From Causal to Concept-Based Representation Learning ↗Goutham Rajendran, Simon Buchholz, Bryon Aragam et al.5 citations
From Dictionary to Tensor: A Scalable Multi-View Subspace Clustering Framework with Triple Information Enhancement ↗Zhibin Gu, Songhe Feng5 citations
Generative Semi-supervised Graph Anomaly Detection ↗Hezhe Qiao, Qingsong Wen, Xiaoli Li et al.5 citations
Geodesic Optimization for Predictive Shift Adaptation on EEG data ↗Apolline Mellot, Antoine Collas, Sylvain Chevallier et al.5 citations
Graph Convolutions Enrich the Self-Attention in Transformers! ↗Jeongwhan Choi, Hyowon Wi, Jayoung Kim et al.5 citations
GraphTrail: Translating GNN Predictions into Human-Interpretable Logical Rules ↗Burouj Armgaan, Manthan Dalmia, Sourav Medya et al.5 citations
Grounding Multimodal Large Language Models in Actions ↗Andrew Szot, Bogdan Mazoure, Harsh Agrawal et al.5 citations
HEMM: Holistic Evaluation of Multimodal Foundation Models ↗Paul Pu Liang, Akshay Goindani, Talha Chafekar et al.5 citations
Hierarchical Selective Classification ↗Shani Goren, Ido Galil, Ran El‐Yaniv5 citations
Hierarchical Uncertainty Exploration via Feedforward Posterior Trees ↗Elias Nehme, Rotem Mulayoff, Tomer Michaeli5 citations
I2EBench: A Comprehensive Benchmark for Instruction-based Image Editing ↗Yiwei Ma, Jiayi Ji, Ke Ye et al.5 citations
Implicit Multimodal Alignment: On the Generalization of Frozen LLMs to Multimodal Inputs ↗Mustafa Shukor, Matthieu Cord5 citations
Indoor Air Quality Dataset with Activities of Daily Living in Low to Middle-income Communities ↗Prasenjit Karmakar, Swadhin Pradhan, Sandip Chakraborty5 citations
Interpretable Concept Bottlenecks to Align Reinforcement Learning Agents ↗Quentin Delfosse, Sebastian Sztwiertnia, Mark Rothermel et al.5 citations
Interpreting and Analysing CLIP's Zero-Shot Image Classification via Mutual Knowledge ↗Fawaz Sammani, Nikos Deligiannis5 citations
Invariant Tokenization of Crystalline Materials for Language Model Enabled Generation ↗Keqiang Yan, Xiner Li, Hongyi Ling et al.5 citations
JiuZhang3.0: Efficiently Improving Mathematical Reasoning by Training Small Data Synthesis Models ↗Kun Zhou, Beichen Zhang, Jiapeng Wang et al.5 citations
Kangaroo: Lossless Self-Speculative Decoding for Accelerating LLMs via Double Early Exiting ↗Fangcheng Liu, Yehui Tang, Zhenhua Liu et al.5 citations
Kernel Language Entropy: Fine-grained Uncertainty Quantification for LLMs from Semantic Similarities ↗Alexander V. Nikitin, Jannik Kossen, Yarin Gal et al.5 citations
Kronecker-Factored Approximate Curvature for Physics-Informed Neural Networks ↗Felix Dangel, Johannes Müller, Marius Zeinhofer5 citations
LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning ↗Rui Pan, Xiang Liu, Shizhe Diao et al.5 citations
Label Delay in Online Continual Learning ↗Botos Csaba, Wenxuan Zhang, Matthias Müller et al.5 citations
Latent Intrinsics Emerge from Training to Relight ↗Xiao Zhang, William Gao, Seemandhar Jain et al.5 citations
LiteVAE: Lightweight and Efficient Variational Autoencoders for Latent Diffusion Models ↗Seyedmorteza Sadat, Jakob Buhmann, Derek Bradley et al.5 citations
LoFiT: Localized Fine-tuning on LLM Representations ↗Fangcong Yin, Xi Ye, Greg Durrett5 citations
Loki: Low-rank Keys for Efficient Sparse Attention ↗Prajwal Singhania, Siddharth Singh, Shwai He et al.5 citations
MAGNET: Improving the Multilingual Fairness of Language Models with Adaptive Gradient-Based Tokenization ↗Orevaoghene Ahia, Sachin Kumar, Hila Gonen et al.5 citations
MARVEL: Multidimensional Abstraction and Reasoning through Visual Evaluation and Learning ↗Yifan Jiang, Jiarui Zhang, Kexuan Sun et al.5 citations
MLLM-CompBench: A Comparative Reasoning Benchmark for Multimodal LLMs ↗Jihyung Kil, Zheda Mai, Justin Lee et al.5 citations
MMScan: A Multi-Modal 3D Scene Dataset with Hierarchical Grounded Language Annotations ↗Ruiyuan Lyu, Jingli Lin, Tai Wang et al.5 citations
Meta-Exploiting Frequency Prior for Cross-Domain Few-Shot Learning ↗Fei Zhou, Peng Wang, Lei Zhang et al.5 citations
Metric Flow Matching for Smooth Interpolations on the Data Manifold ↗Kacper Kapusniak, Peter Potaptchik, Teodora Reu et al.5 citations
Monoculture in Matching Markets ↗Kenny Peng, Nikhil Garg5 citations
Multi-Instance Partial-Label Learning with Margin Adjustment ↗Wei Tang, Zhaofei Wang, Zhaofei Wang et al.5 citations
Multi-Label Learning with Stronger Consistency Guarantees ↗Anqi Mao, Mehryar Mohri, Yutao Zhong5 citations
MultiOOD: Scaling Out-of-Distribution Detection for Multiple Modalities ↗Hao Dong, Yue Zhao, Eleni Chatzi et al.5 citations
M³GPT: An Advanced Multimodal, Multitask Framework for Motion Comprehension and Generation ↗Mingshuang Luo, Ruibing Hou, Zhuo Li et al.5 citations
Neural Assets: 3D-Aware Multi-Object Scene Synthesis with Image Diffusion Models ↗Ziyi Wu, Yulia Rubanova, Rishabh Kabra et al.5 citations
Neural Conditional Probability for Uncertainty Quantification ↗Vladimir R. Kostic, Karim Lounici, Grégoire Pacreau et al.5 citations
Neural Model Checking ↗Mirco Giacobbe, Daniel Kroening, Abhinandan Pal et al.5 citations
Nimbus: Secure and Efficient Two-Party Inference for Transformers ↗Zhengyi Li, Kang Yang, Jin Tan et al.5 citations
Noise Contrastive Alignment of Language Models with Explicit Rewards ↗Huayu Chen, Guande He, Lifan Yuan et al.5 citations
NoiseGPT: Label Noise Detection and Rectification through Probability Curvature ↗Haoyu Wang, Zhuo Huang, Tongliang Liu et al.5 citations
NoisyGL: A Comprehensive Benchmark for Graph Neural Networks under Label Noise ↗Zhonghao Wang, Danyu Sun, Sheng Zhou et al.5 citations
Nuclear Norm Regularization for Deep Learning ↗Christopher Scarvelis, Justin Solomon5 citations
OVT-B: A New Large-Scale Benchmark for Open-Vocabulary Multi-Object Tracking ↗Haiji Liang, Ruize Han5 citations
On the Impact of Feature Heterophily on Link Prediction with Graph Neural Networks ↗Jiong Zhu, Gaotang Li, Yao-An Yang et al.5 citations

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📰 NeurIPS 2024: all accepted papers

NeurIPS 2024: all accepted papers