NeurIPS 2024: all accepted papers

4,494 papers · page 22 of 45 · the most cited first · ← NeurIPS 2024

What Makes and Breaks Safety Fine-tuning? A Mechanistic Study ↗Samyak Jain, Ekdeep Singh Lubana, Kemal Öksüz et al.3 citations
When does perceptual alignment benefit vision representations? ↗Shobhita Sundaram, Stephanie Fu, Lukas Muttenthaler et al.3 citations
When is Multicalibration Post-Processing Necessary? ↗Dutch Hansen, Siddartha Devic, Preetum Nakkiran et al.3 citations
Wings: Learning Multimodal LLMs without Text-only Forgetting ↗Yikai Zhang, Yang Li, Yang Li et al.3 citations
XLand-MiniGrid: Scalable Meta-Reinforcement Learning Environments in JAX ↗Alexander Nikulin, Vladislav Kurenkov, Ilya Zisman et al.3 citations
Yo'LLaVA: Your Personalized Language and Vision Assistant ↗THAO Q. NGUYEN, Haotian Liu, Yuheng Li et al.3 citations
Zero-Shot Event-Intensity Asymmetric Stereo via Visual Prompting from Image Domain ↗Hanyue Lou, Jinxiu Liang, Minggui Teng et al.3 citations
Zipfian Whitening ↗Sho Yokoi, Han Bao, Hiroto Kurita et al.3 citations
²DFT: A Universal Quantum Chemistry Dataset of Drug-Like Molecules and a Benchmark for Neural Network Potentials ↗Kuzma Khrabrov, Anton P. Ber, Artem Tsypin et al.3 citations
2D-OOB: Attributing Data Contribution Through Joint Valuation Framework ↗Yifan Sun, Jingyan Shen, Yongchan Kwon2 citations
3-in-1: 2D Rotary Adaptation for Efficient Finetuning, Efficient Batching and Composability ↗Baohao Liao, Christof Monz2 citations
3D Gaussian Rendering Can Be Sparser: Efficient Rendering via Learned Fragment Pruning ↗Zhifan Ye, Chenxi Wan, Leshu Li et al.2 citations
4-bit Shampoo for Memory-Efficient Network Training ↗Sike Wang, Pan Zhou, Jia Li et al.2 citations
A Combinatorial Algorithm for the Semi-Discrete Optimal Transport Problem ↗Pankaj K. Agarwal, Sharath Raghvendra, Pouyan Shirzadian et al.2 citations
A Cross-Domain Benchmark for Active Learning ↗Thorben Werner, Johannes Burchert, Maximilian Stubbemann et al.2 citations
A Flexible, Equivariant Framework for Subgraph GNNs via Graph Products and Graph Coarsening ↗Guy Bar-Shalom, Yam Eitan, Fabrizio Frasca et al.2 citations
A Framework for Bilevel Optimization on Riemannian Manifolds ↗Andi Han, Bamdev Mishra, Pratik Jawanpuria et al.2 citations
A Gradient Accumulation Method for Dense Retriever under Memory Constraint ↗Jae-Hee Kim, Yukyung Lee, Pilsung Kang2 citations
A Huber Loss Minimization Approach to Mean Estimation under User-level Differential Privacy ↗Puning Zhao, Qingming Li, Li Min Shen et al.2 citations
A Large-Scale Human-Centric Benchmark for Referring Expression Comprehension in the LMM Era ↗Fangyun Wei, Jinjing Zhao, Kun Yan et al.2 citations
A Siamese Transformer with Hierarchical Refinement for Lane Detection ↗Zinan Lv, Dong Han, Wenzhe Wang et al.2 citations
A Synthetic Dataset for Personal Attribute Inference ↗Hanna Yukhymenko, Robin Staab, Mark Vero et al.2 citations
A Systematic Review of NeurIPS Dataset Management Practices ↗Yiwei Wu, Leah Ajmani, Shayne Longpre et al.2 citations
A Versatile Diffusion Transformer with Mixture of Noise Levels for Audiovisual Generation ↗Gwanghyun Kim, Alonso Martínez, Yu-Chuan Su et al.2 citations
A generalized neural tangent kernel for surrogate gradient learning ↗Luke Eilers, Raoul-Martin Memmesheimer, Sven Goedeke2 citations
A provable control of sensitivity of neural networks through a direct parameterization of the overall bi-Lipschitzness ↗Yuri Kinoshita, Taro Toyoizumi2 citations
A scalable generative model for dynamical system reconstruction from neuroimaging data ↗Eric Volkmann, Alena Brändle, Daniel Durstewitz et al.2 citations
A2PO: Towards Effective Offline Reinforcement Learning from an Advantage-aware Perspective ↗Yunpeng Qing, Shunyu Liu, Jingyuan Cong et al.2 citations
ADOPT: Modified Adam Can Converge with Any β2 with the Optimal Rate ↗Shohei Taniguchi, Keno Harada, Gouki Minegishi et al.2 citations
AED: Adaptable Error Detection for Few-shot Imitation Policy ↗Jia-Fong Yeh, Kuo-Han Hung, Pang-Chi Lo et al.2 citations
ALI-Agent: Assessing LLMs' Alignment with Human Values via Agent-based Evaluation ↗Jingnan Zheng, Han Wang, A Q Zhang et al.2 citations
ANAH-v2: Scaling Analytical Hallucination Annotation of Large Language Models ↗Yuzhe Gu, Ziwei Ji, Wenwei Zhang et al.2 citations
APDDv2: Aesthetics of Paintings and Drawings Dataset with Artist Labeled Scores and Comments ↗Xin Jin, Qianqian Qiao, Yi Lu et al.2 citations
AROMA: Preserving Spatial Structure for Latent PDE Modeling with Local Neural Fields ↗Louis Serrano, Thomas X Wang, Étienne Le Naour et al.2 citations
ART: Automatic Red-teaming for Text-to-Image Models to Protect Benign Users ↗Guanlin Li, Kangjie Chen, Jie Zhang et al.2 citations
Abstract Reward Processes: Leveraging State Abstraction for Consistent Off-Policy Evaluation ↗Shreyas Chaudhari, Ameet Deshpande, Bruno Da Silva et al.2 citations
Achieving O(1/ε) Sample Complexity for Constrained Markov Decision Process ↗Jiashuo Jiang, Yinyu Ye2 citations
Achieving Optimal Clustering in Gaussian Mixture Models with Anisotropic Covariance Structures ↗Xin Chen, Anderson Ye Zhang2 citations
Achieving Tractable Minimax Optimal Regret in Average Reward MDPs ↗Victor Boone, Zihan Zhang2 citations
ActAnywhere: Subject-Aware Video Background Generation ↗Boxiao Pan, Zhan Xu, Chun-Hao P. Huang et al.2 citations
Adapting Diffusion Models for Improved Prompt Compliance and Controllable Image Synthesis ↗Deepak Sridhar, Abhishek Peri, Rohith Rachala et al.2 citations
Adaptive Depth Networks with Skippable Sub-Paths ↗Woochul Kang, Hyungseop Lee2 citations
Adaptive Important Region Selection with Reinforced Hierarchical Search for Dense Object Detection ↗Dingrong Wang, Hitesh Sapkota, Qi Yu2 citations
Adaptive Passive-Aggressive Framework for Online Regression with Side Information ↗Runhao Shi, Jiaxi Ying, Daniel P. Palomar2 citations
Adaptive Variance Reduction for Stochastic Optimization under Weaker Assumptions ↗Wei Jiang, Sifan Yang, Sifan Yang et al.2 citations
Adaptive Visual Scene Understanding: Incremental Scene Graph Generation ↗Naitik Khandelwal, Xiao Liu, Mengmi Zhang2 citations
Addressing Asynchronicity in Clinical Multimodal Fusion via Individualized Chest X-ray Generation ↗Wenfang Yao, Chen Liu, Jing Qin et al.2 citations
Adversarial Representation Engineering: A General Model Editing Framework for Large Language Models ↗Yihao Zhang, Zeming Wei, Jun Sun et al.2 citations
Aligning Diffusion Behaviors with Q-functions for Efficient Continuous Control ↗Huayu Chen, Kaiwen Zheng, Hang Su et al.2 citations
Aligning Embeddings and Geometric Random Graphs: Informational Results and Computational Approaches for the Procrustes-Wasserstein Problem ↗Mathieu Even, Luca Ganassali, Jakob Maier et al.2 citations
Aligning Individual and Collective Objectives in Multi-Agent Cooperation ↗Yang Li, Wenhao Zhang, Jianhong Wang et al.2 citations
Alignment at Pre-training! Towards Native Alignment for Arabic LLMsJuhao Liang, Zhenyang Cai, Jianqing Zhu et al.2 citations · our summary
Amortized Active Causal Induction with Deep Reinforcement Learning ↗Yashas Annadani, Panagiotis Tigas, Stefan Bauer et al.2 citations
Amortized Eigendecomposition for Neural Networks ↗Tianbo Li, Zekun Shi, Jiaxi Zhao et al.2 citations
An Analytical Study of Utility Functions in Multi-Objective Reinforcement Learning ↗Manel Rodríguez-Soto, Juan A. Rodríguez-Aguilar, Maite López-Sánchez2 citations
An Efficient High-dimensional Gradient Estimator for Stochastic Differential Equations ↗Shengbo Wang, José Blanchet, Peter W. Glynn2 citations
Analysing the Generalisation and Reliability of Steering Vectors ↗Daniel Tan, David Chanin, Aengus Lynch et al.2 citations
Analyzing & Reducing the Need for Learning Rate Warmup in GPT Training ↗Atli Kosson, Bettina Messmer, Martin Jaggi2 citations
Artificial Generational Intelligence: Cultural Accumulation in Reinforcement Learning ↗Jonathan Cook, Chris Lu, Edward Hughes et al.2 citations
Ask, Attend, Attack: An Effective Decision-Based Black-Box Targeted Attack for Image-to-Text Models ↗Qingyuan Zeng, Zhenzhong Wang, Yiu‐ming Cheung et al.2 citations
Assouad, Fano, and Le Cam with Interaction: A Unifying Lower Bound Framework and Characterization for Bandit Learnability ↗Fan Chen, Dylan J. Foster, Yanjun Han et al.2 citations
Auditing Privacy Mechanisms via Label Inference Attacks ↗Róbert Busa‐Fekete, Travis Dick, Claudio Gentile et al.2 citations
Automatic Outlier Rectification via Optimal Transport ↗José Blanchet, Jiajin Li, Markus Pelger et al.2 citations
Average gradient outer product as a mechanism for deep neural collapse ↗Daniel Beaglehole, Peter Súkeník, Marco Mondelli et al.2 citations
B'MOJO: Hybrid State Space Realizations of Foundation Models with Eidetic and Fading Memory ↗Luca Zancato, Arjun Seshadri, Yonatan Dukler et al.2 citations
BackTime: Backdoor Attacks on Multivariate Time Series Forecasting ↗Xiao Lin, Zhining Liu, Dongqi Fu et al.2 citations
Batched Energy-Entropy acquisition for Bayesian Optimization ↗Felix Teufel, Carsten Stahlhut, Jesper Ferkinghoff‐Borg2 citations
Bayesian-guided Label Mapping for Visual Reprogramming ↗Chengyi Cai, Zesheng Ye, Feng Liu et al.2 citations
BenchX: A Unified Benchmark Framework for Medical Vision-Language Pretraining on Chest X-Rays ↗Yang Zhou, Tan Li Hui Faith, Yanyu Xu et al.2 citations
Benchmarking Structural Inference Methods for Interacting Dynamical Systems with Synthetic Data ↗Aoran Wang, Tsz Pan Tong, Andrzej Mizera et al.2 citations
Beware of Road Markings: A New Adversarial Patch Attack to Monocular Depth Estimation ↗Hangcheng Liu, Zhenhu Wu, Hao Wang et al.2 citations
BiVLC: Extending Vision-Language Compositionality Evaluation with Text-to-Image Retrieval ↗Israel Sánchez Miranda, Ander Salaberria, Eneko Agirre et al.2 citations
Bias Amplification in Language Model Evolution: An Iterated Learning Perspective ↗Yi Ren, Shangmin Guo, Linlu Qiu et al.2 citations
Bias in Motion: Theoretical Insights into the Dynamics of Bias in SGD Training ↗Anchit Jain, Rozhin Nobahari, Aristide Baratin et al.2 citations
Bidirectional Recurrence for Cardiac Motion Tracking with Gaussian Process Latent Coding ↗Jiewen Yang, Yiqun Lin, Bin Pu et al.2 citations
Bigger, Regularized, Optimistic: scaling for compute and sample efficient continuous control ↗Michał Nauman, Mateusz Ostaszewski, Krzysztof Jankowski et al.2 citations
Bileve: Securing Text Provenance in Large Language Models Against Spoofing with Bi-level Signature ↗Tong Zhou, Xuandong Zhao, Xiaolin Xu et al.2 citations
Block Sparse Bayesian Learning: A Diversified Scheme ↗Yanhao Zhang, Zhihan Zhu, Yong Xia2 citations
Bootstrapping Top-down Information for Self-modulating Slot Attention ↗Dongwon Kim, Seo-Yeon Kim, Suha Kwak2 citations
BrainBits: How Much of the Brain are Generative Reconstruction Methods Using? ↗David Mayo, Christopher Wang, Asa Harbin et al.2 citations
Breaking Determinism: Fuzzy Modeling of Sequential Recommendation Using Discrete State Space Diffusion Model ↗Wenjia Xie, Hao Wang, Luankang Zhang et al.2 citations
Building Timeseries Dataset: Empowering Large-Scale Building Analytics ↗Arian Prabowo, Xiachong Lin, Imran Razzak et al.2 citations
Building a stable classifier with the inflated argmax ↗Jake A. Soloff, Rina Foygel Barber, Rebecca M. Willett2 citations
CA-SSLR: Condition-Aware Self-Supervised Learning Representation for Generalized Speech Processing ↗Yen-Ju Lu, Jing Liu, Thomas Thebaud et al.2 citations
CLAVE: An Adaptive Framework for Evaluating Values of LLM Generated Responses ↗Jing Yao, Xiaoyuan Yi, Xing Xie2 citations
CNCA: Toward Customizable and Natural Generation of Adversarial Camouflage for Vehicle Detectors ↗Linye Lyu, Jiawei Zhou, Daojing He et al.2 citations
CYCLO: Cyclic Graph Transformer Approach to Multi-Object Relationship Modeling in Aerial Videos ↗Trong-Thuan Nguyen, Pha Nguyen, Xin Li et al.2 citations
Can Models Learn Skill Composition from Examples? ↗Haoyu Zhao, Simran Deep Kaur, Dingli Yu et al.2 citations
Causal Dependence Plots ↗Joshua R. Loftus, Lucius Bynum, Sakina Hansen2 citations
Causal Imitation for Markov Decision Processes: a Partial Identification Approach ↗Kangrui Ruan, Junzhe Zhang, Xuan Sharon Di et al.2 citations
Certified Robustness for Deep Equilibrium Models via Serialized Random Smoothing ↗Weizhi Gao, Zhichao Hou, Xu Han et al.2 citations
ClavaDDPM: Multi-relational Data Synthesis with Cluster-guided Diffusion Models ↗Wei Pang, Masoumeh Shafieinejad, Lucy Liu et al.2 citations
CoBo: Collaborative Learning via Bilevel Optimization ↗Diba Hashemi, Lie He, Martin Jaggi2 citations
CoLoR-Filter: Conditional Loss Reduction Filtering for Targeted Language Model Pre-training ↗David Brandfonbrener, Hanlin Zhang, Andreas Kirsch et al.2 citations
Collaboration! Towards Robust Neural Methods for Routing Problems ↗Jianan Zhou, Yaoxin Wu, Zhiguang Cao et al.2 citations
Combining Observational Data and Language for Species Range Estimation ↗Max Hamilton, Christian M. Lange, Elijah Cole et al.2 citations
ConMe: Rethinking Evaluation of Compositional Reasoning for Modern VLMs ↗Irene Huang, Wei Lin, M. Jehanzeb Mirza et al.2 citations
Conditional Generative Models are Sufficient to Sample from Any Causal Effect Estimand ↗Md. Musfiqur Rahman, Matt Jordan, Murat Kocaoglu2 citations
Confidence Regulation Neurons in Language Models ↗Alessandro Stolfo, Ben Wu, Wes Gurnee et al.2 citations
Conjugate Bayesian Two-step Change Point Detection for Hawkes Process ↗Zeyue Zhang, Xiaoling Lu, Feng Zhou2 citations

This page in Markdown → https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/2024/papers/page/22/

📰 NeurIPS 2024: all accepted papers

NeurIPS 2024: all accepted papers