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title: "NeurIPS 2024 — all accepted papers, page 27 — Elamur Research"
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# NeurIPS 2024: all accepted papers

4,494 papers · page 27 of 45 · the most cited first · [← NeurIPS 2024](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/2024/)

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2601. **[TabEBM: A Tabular Data Augmentation Method with Distinct Class-Specific Energy-Based Models ↗](https://doi.org/10.52202/079017-2302)**Andrei Margeloiu, Xiangjian Jiang, Nikola Simidjievski et al.*2 citations*
2602. **[TabularBench: Benchmarking Adversarial Robustness for Tabular Deep Learning in Real-world Use-cases ↗](https://doi.org/10.52202/079017-2492)**Thibault Simonetto, Salah Ghamizi, Maxime Cordy*2 citations*
2603. **[Talking Heads: Understanding Inter-Layer Communication in Transformer Language Models ↗](https://doi.org/10.52202/079017-1962)**Jack Merullo, Carsten Eickhoff, Ellie Pavlick*2 citations*
2604. **[Taming Generative Diffusion Prior for Universal Blind Image Restoration ↗](https://doi.org/10.52202/079017-0667)**Siwei Tu, Weidong Yang, Ben Fei*2 citations*
2605. **[Task-oriented Time Series Imputation Evaluation via Generalized Representers ↗](https://doi.org/10.52202/079017-4365)**Zhixian Wang, Linxiao Yang, Liang Sun et al.*2 citations*
2606. **[Template-free Articulated Gaussian Splatting for Real-time Reposable Dynamic View Synthesis ↗](https://doi.org/10.52202/079017-1980)**Diwen Wan, Diwen Wan, Ruijie Lu et al.*2 citations*
2607. **[Testably Learning Polynomial Threshold Functions ↗](https://doi.org/10.52202/079017-0124)**Lucas Slot, Stefan Tiegel, Manuel Wiedmer*2 citations*
2608. **[The Fairness-Quality Tradeoff in Clustering ↗](https://doi.org/10.52202/079017-3731)**Rashida Hakim, Ana-Andreea Stoica, Christos H. Papadimitriou et al.*2 citations*
2609. **[The Fine-Grained Complexity of Gradient Computation for Training Large Language Models ↗](https://doi.org/10.52202/079017-1963)**Josh Alman, Zhao Song*2 citations*
2610. **[The Group Robustness is in the Details: Revisiting Finetuning under Spurious Correlations ↗](https://doi.org/10.52202/079017-3865)**Tyler LaBonte, John Hill, Xinchen Zhang et al.*2 citations*
2611. **[The Impact of Geometric Complexity on Neural Collapse in Transfer Learning ↗](https://doi.org/10.52202/079017-2131)**Michael Munn, Benoît Dherin, Javier Gonzalvo*2 citations*
2612. **[The Limits of Differential Privacy in Online Learning ↗](https://doi.org/10.52202/079017-2086)**Bo Li, Wei Wang, Peng Ye*2 citations*
2613. **[The Prevalence of Neural Collapse in Neural Multivariate Regression ↗](https://doi.org/10.52202/079017-4015)**George Andriopoulos, Zixuan Dong, Li Guo et al.*2 citations*
2614. **[The State of Data Curation at NeurIPS: An Assessment of Dataset Development Practices in the Datasets and Benchmarks Track ↗](https://doi.org/10.52202/079017-1698)**Eshta Bhardwaj, Harshit Gujral, Siyi Wu et al.*2 citations*
2615. **[The Surprising Ineffectiveness of Pre-Trained Visual Representations for Model-Based Reinforcement Learning ↗](https://doi.org/10.52202/079017-1036)**M. Schneider, Robert Krug, Narunas Vaškevičius et al.*2 citations*
2616. **[The Value of Reward Lookahead in Reinforcement Learning ↗](https://doi.org/10.52202/079017-2660)**Nadav Merlis, Dorian Baudry, Vianney Perchet*2 citations*
2617. **[The surprising efficiency of temporal difference learning for rare event prediction ↗](https://doi.org/10.52202/079017-2583)**Xiaoou Cheng, Jonathan Weare*2 citations*
2618. **[Theoretical Characterisation of the Gauss Newton Conditioning in Neural Networks ↗](https://doi.org/10.52202/079017-3650)**Jim Zhao, Sidak Pal Singh, Aurélien Lucchi*2 citations*
2619. **[Theoretical and Empirical Insights into the Origins of Degree Bias in Graph Neural Networks ↗](https://doi.org/10.52202/079017-0264)**Arjun Subramonian, Jian Li Kang, Yizhou Sun*2 citations*
2620. **[Theoretical guarantees in KL for Diffusion Flow Matching ↗](https://doi.org/10.52202/079017-4393)**Marta Gentiloni Silveri, Giovanni Conforti, Alain Durmus*2 citations*
2621. **[Thinking Forward: Memory-Efficient Federated Finetuning of Language Models ↗](https://doi.org/10.52202/079017-2207)**Kunjal Panchal, Nisarg Parikh, Sunav Choudhary et al.*2 citations*
2622. **[Time-Varying LoRA: Towards Effective Cross-Domain Fine-Tuning of Diffusion Models ↗](https://doi.org/10.52202/079017-2351)**Zhan Zhuang, Yulong Zhang, Xuehao Wang et al.*2 citations*
2623. **[To Err Like Human: Affective Bias-Inspired Measures for Visual Emotion Recognition Evaluation ↗](https://doi.org/10.52202/079017-4282)**Chenxi Zhao, Jinglei Shi, Liqiang Nie et al.*2 citations*
2624. **[To Learn or Not to Learn, That is the Question — A Feature-Task Dual Learning Model of Perceptual Learning ↗](https://doi.org/10.52202/079017-1191)**Xiao Liu, Muyang Lyu, Cong Yu et al.*2 citations*
2625. **[Toward Approaches to Scalability in 3D Human Pose Estimation ↗](https://doi.org/10.52202/079017-3347)**Junhee Kim, Seong-Whan Lee*2 citations*
2626. **[Towards Diverse Device Heterogeneous Federated Learning via Task Arithmetic Knowledge Integration ↗](https://doi.org/10.52202/079017-4059)**Mahdi Morafah, Vyacheslav Kungurtsev, Hojin Chang et al.*2 citations*
2627. **[Towards Human-AI Complementarity with Prediction Sets ↗](https://doi.org/10.52202/079017-0986)**Giovanni De Toni, Nastaran Okati, Suhas Thejaswi et al.*2 citations*
2628. **[Towards a Scalable Reference-Free Evaluation of Generative Models ↗](https://doi.org/10.52202/079017-3841)**Azim Ospanov, Jingwei Zhang, Mohammad Jalali et al.*2 citations*
2629. **[Towards the Dynamics of a DNN Learning Symbolic Interactions ↗](https://doi.org/10.52202/079017-1602)**Qihan Ren, Junpeng Zhang, Yang Xu et al.*2 citations*
2630. **[Towards the Transferability of Rewards Recovered via Regularized Inverse Reinforcement Learning ↗](https://doi.org/10.52202/079017-0677)**Andreas Schlaginhaufen, Maryam Kamgarpour*2 citations*
2631. **[Training Data Attribution via Approximate Unrolling ↗](https://doi.org/10.52202/079017-2129)**Juhan Bae, Wu Lin, Jonathan Lorraine et al.*2 citations*
2632. **[Transformers Learn to Achieve Second-Order Convergence Rates for In-Context Linear Regression ↗](https://doi.org/10.52202/079017-3132)**Deqing Fu, Tian-Qi Chen, Robin Jia et al.*2 citations*
2633. **[Transforming Vision Transformer: Towards Efficient Multi-Task Asynchronous Learner ↗](https://doi.org/10.52202/079017-2579)**Hanwen Zhong, Jiaxin Chen, Yunhong Wang et al.*2 citations*
2634. **[Treatment of Statistical Estimation Problems in Randomized Smoothing for Adversarial Robustness ↗](https://doi.org/10.52202/079017-4242)**Václav Voràček*2 citations*
2635. **[Treeffuser: probabilistic prediction via conditional diffusions with gradient-boosted trees ↗](https://doi.org/10.52202/079017-3756)**Nicolas Beltran-Velez, Alessandro Grande, Achille Nazaret et al.*2 citations*
2636. **[Two-way Deconfounder for Off-policy Evaluation in Causal Reinforcement Learning ↗](https://doi.org/10.52202/079017-2485)**Shuguang Yu, Shuxing Fang, Ruixin Peng et al.*2 citations*
2637. **[U-DiTs: Downsample Tokens in U-Shaped Diffusion Transformers ↗](https://doi.org/10.52202/079017-1648)**Yuchuan Tian, Zhijun Tu, Hanting Chen et al.*2 citations*
2638. **[UDON: Universal Dynamic Online distillatioN for generic image representations ↗](https://doi.org/10.52202/079017-2755)**Nikolaos-Antonios Ypsilantis, Kaifeng Chen, André de Melo Araújo et al.*2 citations*
2639. **[UKnow: A Unified Knowledge Protocol with Multimodal Knowledge Graph Datasets for Reasoning and Vision-Language Pre-Training ↗](https://doi.org/10.52202/079017-0306)**Biao Gong, Shuai Tan, Yutong Feng et al.*2 citations*
2640. **[UV-free Texture Generation with Denoising and Geodesic Heat Diffusion ↗](https://doi.org/10.52202/079017-4066)**Simone Foti, Stefanos P. Zafeiriou, Tolga Birdal*2 citations*
2641. **[Unconditional stability of a recurrent neural circuit implementing divisive normalization ↗](https://doi.org/10.52202/079017-0470)**Shivang Rawat, David J. Heeger, Stefano Martiniani*2 citations*
2642. **[Understanding Bias in Large-Scale Visual Datasets ↗](https://doi.org/10.52202/079017-1976)**Boya Zeng, Yida Yin, Z. A. Liu*2 citations*
2643. **[Understanding Generalizability of Diffusion Models Requires Rethinking the Hidden Gaussian Structure ↗](https://doi.org/10.52202/079017-1833)**Xiang Li, Yixiang Dai, Qing Qu*2 citations*
2644. **[Understanding Linear Probing then Fine-tuning Language Models from NTK Perspective ↗](https://doi.org/10.52202/079017-4436)**Akiyoshi Tomihari, Issei Sato*2 citations*
2645. **[Understanding the Expressive Power and Mechanisms of Transformer for Sequence Modeling ↗](https://doi.org/10.52202/079017-0811)**Mingze Wang, Weinan E*2 citations*
2646. **[Understanding the Transferability of Representations via Task-Relatedness ↗](https://doi.org/10.52202/079017-3699)**Akshay Mehra, Yunbei Zhang, Jihun Hamm*2 citations*
2647. **[Unifying Generation and Prediction on Graphs with Latent Graph Diffusion ↗](https://doi.org/10.52202/079017-1979)**Cai Zhou, Xiyuan Wang, Muhan Zhang*2 citations*
2648. **[Unitary Convolutions for Learning on Graphs and Groups ↗](https://doi.org/10.52202/079017-4351)**Bobak T. Kiani, Lukas Fesser, Melanie Weber*2 citations*
2649. **[Universality of AdaGrad Stepsizes for Stochastic Optimization: Inexact Oracle, Acceleration and Variance Reduction ↗](https://doi.org/10.52202/079017-0841)**Anton Rodomanov, Xiaowen Jiang, Sebastian U. Stich*2 citations*
2650. **[Unlearnable 3D Point Clouds: Class-wise Transformation Is All You Need ↗](https://doi.org/10.52202/079017-3154)**Xianlong Wang, Minghui Li, Wei Liu et al.*2 citations*
2651. **[Unleashing the Denoising Capability of Diffusion Prior for Solving Inverse Problems ↗](https://doi.org/10.52202/079017-1509)**Jiawei Zhang, Jiaxin Zhuang, Cheng Jin et al.*2 citations*
2652. **[Unlocking Tokens as Data Points for Generalization Bounds on Larger Language Models ↗](https://doi.org/10.52202/079017-0293)**Sanae Lotfi, Yilun Kuang, Brandon Amos et al.*2 citations*
2653. **[Unsupervised Homography Estimation on Multimodal Image Pair via Alternating Optimization ↗](https://doi.org/10.52202/079017-1960)**Sanghyeob Song, Jaihyun Lew, Hyemi Jang et al.*2 citations*
2654. **[Unveil Benign Overfitting for Transformer in Vision: Training Dynamics, Convergence, and Generalization ↗](https://doi.org/10.52202/079017-4306)**Jiarui Jiang, Wei Huang, Miao Zhang et al.*2 citations*
2655. **[Unveiling the Hidden Structure of Self-Attention via Kernel Principal Component Analysis ↗](https://doi.org/10.52202/079017-3215)**Rachel S. Y. Teo, Tan Nguyen*2 citations*
2656. **[Unveiling the Hidden: Online Vectorized HD Map Construction with Clip-Level Token Interaction and Propagation ↗](https://doi.org/10.52202/079017-3536)**Nayeon Kim, Hongje Seong, Daehyun Ji et al.*2 citations*
2657. **[VB-LoRA: Extreme Parameter Efficient Fine-Tuning with Vector Banks ↗](https://doi.org/10.52202/079017-0533)**Yang Li, Shaobo Han, Yang Li*2 citations*
2658. **[VQ-Map: Bird's-Eye-View Map Layout Estimation in Tokenized Discrete Space via Vector Quantization ↗](https://doi.org/10.52202/079017-2252)**Yiwei Zhang, Jin Gao, Fudong Ge et al.*2 citations*
2659. **[Validating Climate Models with Spherical Convolutional Wasserstein Distance ↗](https://doi.org/10.52202/079017-1886)**Robert Christopher Garrett, Trevor A. Le V. Harris, Zhuo Wang et al.*2 citations*
2660. **[VeXKD: The Versatile Integration of Cross-Modal Fusion and Knowledge Distillation for 3D Perception ↗](https://doi.org/10.52202/079017-3991)**Y. Ji, Yijie Chen, Liuqing Yang et al.*2 citations*
2661. **[Video Token Merging for Long Video Understanding ↗](https://doi.org/10.52202/079017-0444)**Seon‐Ho Lee, Jue Wang, Zhikang Zhang et al.*2 citations*
2662. **[Vision Mamba Mender ↗](https://doi.org/10.52202/079017-1645)**Jiacong Hu, Anda Cao, Zunlei Feng et al.*2 citations*
2663. **[Visual Perception by Large Language Model’s Weights ↗](https://doi.org/10.52202/079017-0898)**Feipeng Ma, Hongwei Xue, Mike Zheng Shou et al.*2 citations*
2664. **[Voila-A: Aligning Vision-Language Models with User's Gaze Attention ↗](https://doi.org/10.52202/079017-0060)**Kun Yan, Zeyu Wang, Lei Ji et al.*2 citations*
2665. **[Voxel Proposal Network via Multi-Frame Knowledge Distillation for Semantic Scene Completion ↗](https://doi.org/10.52202/079017-3206)**Lubo Wang, Di Lin, Kairui Yang et al.*2 citations*
2666. **[Wasserstein Distributionally Robust Optimization through the Lens of Structural Causal Models and Individual Fairness ↗](https://doi.org/10.52202/079017-1344)**Ahmad-Reza Ehyaei, Golnoosh Farnadi, Samira Samadi*2 citations*
2667. **[Wasserstein Gradient Boosting: A Framework for Distribution-Valued Supervised Learning ↗](https://doi.org/10.52202/079017-3780)**Takuo Matsubara*2 citations*
2668. **[WeiPer: OOD Detection using Weight Perturbations of Class Projections ↗](https://doi.org/10.52202/079017-1131)**Maximilian Granz, Manuel Heurich, Tim Landgraf*2 citations*
2669. **[Weight decay induces low-rank attention layers ↗](https://doi.org/10.52202/079017-0146)**Seijin Kobayashi, Yassir Akram, Johannes von Oswald*2 citations*
2670. **[What Variables Affect Out-of-Distribution Generalization in Pretrained Models? ↗](https://doi.org/10.52202/079017-1799)**Md Yousuf Harun, Kyungbok Lee, Jhair Gallardo et al.*2 citations*
2671. **[When LLMs Meet Cunning Texts: A Fallacy Understanding Benchmark for Large Language Models ↗](https://doi.org/10.52202/079017-3572)**Yinghui Li, Qingyu Stephanie Zhou, Yinghui Li et al.*2 citations*
2672. **[When to Act and When to Ask: Policy Learning With Deferral Under Hidden Confounding ↗](https://doi.org/10.52202/079017-1785)**Marah Ghoummaid, Uri Shalit*2 citations*
2673. **[Where does In-context Learning Happen in Large Language Models? ↗](https://doi.org/10.52202/079017-1030)**Suzanna Sia, David Mueller, Kevin Duh*2 citations*
2674. **[Where's Waldo: Diffusion Features For Personalized Segmentation and Retrieval ↗](https://doi.org/10.52202/079017-4070)**Dvir Samuel, Rami Ben‐Ari, Matan Levy et al.*2 citations*
2675. **[Who's asking? User personas and the mechanics of latent misalignment ↗](https://doi.org/10.52202/079017-4002)**Asma Ghandeharioun, Ann Yuan, Marius Guerard et al.*2 citations*
2676. **[Who’s Gaming the System? A Causally-Motivated Approach for Detecting Strategic Adaptation ↗](https://doi.org/10.52202/079017-1339)**Trenton Chang, Lindsay Warrenburg, Sae-Hwan Park et al.*2 citations*
2677. **[WikiDO: A New Benchmark Evaluating Cross-Modal Retrieval for Vision-Language Models ↗](https://doi.org/10.52202/079017-4469)**T. Varun Kalyan, Piyush Singh Pasi, Sahil Dharod et al.*2 citations*
2678. **[ZSC-Eval: An Evaluation Toolkit and Benchmark for Multi-agent Zero-shot Coordination ↗](https://doi.org/10.52202/079017-1501)**Xihuai Wang, Shao Zhang, Wenhao Zhang et al.*2 citations*
2679. **[ZeroMark: Towards Dataset Ownership Verification without Disclosing Watermark ↗](https://doi.org/10.52202/079017-3829)**Junfeng Guo, Yiming Li, Ruibo Chen et al.*2 citations*
2680. **[dattri: A Library for Efficient Data Attribution ↗](https://doi.org/10.52202/079017-4345)**Junwei Deng, Ting-Wei Li, Shiyuan Zhang et al.*2 citations*
2681. **[pFedClub: Controllable Heterogeneous Model Aggregation for Personalized Federated Learning ↗](https://doi.org/10.52202/079017-1733)**Jiaqi Wang, Qi Li, Lingjuan Lyu et al.*2 citations*
2682. **[3D Equivariant Pose Regression via Direct Wigner-D Harmonics Prediction ↗](https://doi.org/10.52202/079017-4057)**Jongmin Lee, Minsu Cho*1 citation*
2683. **[3D Structure Prediction of Atomic Systems with Flow-based Direct Preference Optimization ↗](https://doi.org/10.52202/079017-3497)**Rui Jiao, Xiangzhe Kong, Wenbing Huang et al.*1 citation*
2684. **[4+3 Phases of Compute-Optimal Neural Scaling Laws ↗](https://doi.org/10.52202/079017-0526)**Elliot Paquette, Courtney Paquette, Lechao Xiao et al.*1 citation*
2685. **[A Bayesian Approach for Personalized Federated Learning in Heterogeneous Settings ↗](https://doi.org/10.52202/079017-3252)**Disha Makhija, Nhat Ho, Nhat Ho*1 citation*
2686. **[A Benchmark Suite for Evaluating Neural Mutual Information Estimators on Unstructured Datasets ↗](https://doi.org/10.52202/079017-1472)**Kyung‐Eun Lee, Wonjong Rhee*1 citation*
2687. **[A Best-of-both-worlds Algorithm for Bandits with Delayed Feedback with Robustness to Excessive Delays ↗](https://doi.org/10.52202/079017-4479)**Saeed Masoudian, Julian Zimmert, Yevgeny Seldin*1 citation*
2688. **[A Compositional Atlas for Algebraic Circuits ↗](https://doi.org/10.52202/079017-4488)**Benjie Wang, Denis Deratani Mauá, Guy Van den Broeck et al.*1 citation*
2689. **[A Comprehensive Analysis on the Learning Curve in Kernel Ridge Regression ↗](https://doi.org/10.52202/079017-0778)**Tin Sum Cheng, Aurélien Lucchi, Anastasis Kratsios et al.*1 citation*
2690. **[A Functional Extension of Semi-Structured Networks ↗](https://doi.org/10.52202/079017-4126)**David Rügamer, Bernard X. W. Liew, Zainab Altai et al.*1 citation*
2691. **[A Globally Optimal Portfolio for m-Sparse Sharpe Ratio Maximization ↗](https://doi.org/10.52202/079017-0545)**Yizun Lin, Cheng Li, Cheng Li*1 citation*
2692. **[A Label is Worth A Thousand Images in Dataset Distillation ↗](https://doi.org/10.52202/079017-4194)**Tian Qin, Zhiwei Deng, David Alvarez-Melis*1 citation*
2693. **[A Layer-Wise Natural Gradient Optimizer for Training Deep Neural Networks ↗](https://doi.org/10.52202/079017-0893)**Xiaolei Liu, Shaoshuai Li, Kaixin Gao et al.*1 citation*
2694. **[A Modular Conditional Diffusion Framework for Image Reconstruction ↗](https://doi.org/10.52202/079017-3121)**Magauiya Zhussip, Iaroslav Koshelev, Stamatios Lefkimmiatis*1 citation*
2695. **[A Nearly Optimal and Low-Switching Algorithm for Reinforcement Learning with General Function Approximation ↗](https://doi.org/10.52202/079017-3002)**Heyang Zhao, Jiafan He, Quanquan Gu*1 citation*
2696. **[A Non-parametric Direct Learning Approach to Heterogeneous Treatment Effect Estimation under Unmeasured Confounding ↗](https://doi.org/10.52202/079017-3881)**Xinhai Zhang, Xingye Qiao*1 citation*
2697. **[A PID Controller Approach for Adaptive Probability-dependent Gradient Decay in Model Calibration ↗](https://doi.org/10.52202/079017-3642)**Siyuan Zhang, Linbo Xie*1 citation*
2698. **[A Pairwise Pseudo-likelihood Approach for Matrix Completion with Informative Missingness ↗](https://doi.org/10.52202/079017-0343)**Jiangyuan Li, Jiayi Wang, Jiayi Wang et al.*1 citation*
2699. **[A Primal-Dual-Assisted Penalty Approach to Bilevel Optimization with Coupled Constraints ↗](https://doi.org/10.52202/079017-3012)**Liuyuan Jiang, Quan Xiao, Victor O. Tenorio et al.*1 citation*
2700. **[A Simple yet Scalable Granger Causal Structural Learning Approach for Topological Event Sequences ↗](https://doi.org/10.52202/079017-3079)**Mingjia Li, Shuo Liu, Hong Qian et al.*1 citation*

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