ICLR 2025 Conference Submissions

VideoGPT+: Integrating Image and Video Encoders for Enhanced Video Understanding
Muhammad Maaz, Hanoona Abdul Rasheed, Salman Khan, Fahad Shahbaz Khan
- 27 Sept 2024 (modified: 25 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Exploring and Benchmarking Planning Capabilities of Large Language Models
Bernd Bohnet, Azade Nova, Aaron T Parisi, Katayoon Goshvadi, Kevin Swersky, Hanjun Dai, Dale Schuurmans, Noah Fiedel, Hanie Sedghi
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Value-aligned Behavior Cloning for Offline Reinforcement Learning via Bi-level Optimization
Xingyu Jiang, Ning Gao, Xiuhui Zhang, Hongkun Dou, Yue Deng
- Published: 22 Jan 2025, Last Modified: 28 Apr 2025
- ICLR 2025 Poster
- Readers: Everyone
Tensor-Var: Variational Data Assimilation in Tensor Product Feature Space
Yiming Yang, Xiaoyuan Cheng, Daniel Giles, Sibo Cheng, Yi He, Xiao Xue, Boli Chen, Yukun Hu
- 27 Sept 2024 (modified: 31 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
COT Flow: Learning Optimal-Transport Image Sampling and Editing by Contrastive Pairs
Xinrui Zu, Qian Tao
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
The Sampling-Gaussian for stereo matching
Baiyu Pan, jichao jiao, BowenYao, Jianxin Pang, Jun Cheng
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
EMMA: Efficient Visual Alignment in Multi-Modal LLMs
Sara Ghazanfari, Alexandre Araujo, Prashanth Krishnamurthy, Siddharth Garg, Farshad Khorrami
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Fugatto 1: Foundational Generative Audio Transformer Opus 1
Rafael Valle, Rohan Badlani, Zhifeng Kong, Sang-gil Lee, Arushi Goel, Sungwon Kim, Joao Felipe Santos, Shuqi Dai, Siddharth Gururani, Aya Aljafari, Alexander H. Liu, Kevin J. Shih, Ryan Prenger, Wei Ping, Chao-Han Huck Yang, Bryan Catanzaro
- Published: 22 Jan 2025, Last Modified: 03 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Increment Vector Transformation for Class Incremental Learning
Zihuan Qiu, Fanman Meng, Yi Xu, Linfeng Xu, Qingbo Wu, Hongliang Li
- 27 Sept 2024 (modified: 14 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
A long range foundation model for zero-shot predictions in single-cell and spatial transcriptomics data
Ameya Joshi, Raphael Boige, Lee Zamparo, Ugo Tanielian, Juan Jose Garau-Luis, Michail Chatzianastasis, Priyanka Pandey, Janik Sielemann, Alexander Seifert, Martin Brand, Maren Lang, Karim Beguir, Thomas PIERROT
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Distributed Quasi-Newton Method for Fair and Fast Federated Learning
Shayan Mohajer Hamidi, Linfeng Ye
- 27 Sept 2024 (modified: 18 Oct 2024)
- ICLR 2025 Conference Desk Rejected Submission
- Readers: Everyone
Finding the Number of Clusters in a Graph: a Nearly-Linear Time Algorithm
Suranjan De, He Sun
- 27 Sept 2024 (modified: 08 Apr 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Enhancing single-cell Multi-Modal Multi-Task Learning via Sparse Mixture-of-Experts
Sukwon Yun, Jie Peng, Namkyeong Lee, Yanyong Zhang, Chanyoung Park, Zunpeng Liu, Tianlong Chen
- 27 Sept 2024 (modified: 02 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Identifiability Guarantees For Time Series Representation via Contrastive Sparsity-inducing
Khalid Oublal, Said Ladjal, David Benhaiem, Emmanuel LE BORGNE, François Roueff
- 27 Sept 2024 (modified: 22 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Balancing Bias in Two-sided Markets for Fair Stable Matchings
Siyuan Wu, Leong Hou U, Panagiotis Karras
- Published: 22 Jan 2025, Last Modified: 01 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Federated Dynamical Low-Rank Training with Global Loss Convergence Guarantees
Steffen Schotthöfer, M. Paul Laiu
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Herb-GANNet: Synthetic Data Generation through Conditional GANs for Improving Accuracy in Medicinal Leaf Classification
Sapna R
- 27 Sept 2024 (modified: 17 Oct 2024)
- ICLR 2025 Conference Desk Rejected Submission
- Readers: Everyone
HÖLDER PRUNING: LOCALIZED PRUNING FOR BACKDOOR REMOVAL IN DEEP NEURAL NETWORKS
Yuchen Wu, Yifei Zhao, Kaiyuan Zheng, Dinuka Sahabandu, Bhaskar Ramasubramanian, Radha Poovendran
- 27 Sept 2024 (modified: 16 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Mitigating the Influence of Distractor Tasks in LMs with Prior-Aware Decoding
Raymond Douglas, Andis Draguns, Tomáš Gavenčiak
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Multi-Step Preference Optimization via Two-Player Markov Games
Yongtao Wu, Luca Viano, Yihang Chen, Zhenyu Zhu, Quanquan Gu, Volkan Cevher
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Video Q-Former: Multimodal Large Language Model with Spatio-Temporal Querying Transformer Towards Video Understanding
Yuxiang Nie, Han Wang, Yanjie Wang, Can Huang, Liang Lin, Guanbin Li
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Nesterov acceleration in benignly non-convex landscapes
Kanan Gupta, Stephan Wojtowytsch
- Published: 22 Jan 2025, Last Modified: 13 May 2025
- ICLR 2025 Spotlight
- Readers: Everyone
Standard Gaussian Process is All You Need for High-Dimensional Bayesian Optimization
Zhitong Xu, Haitao Wang, Jeff M. Phillips, Shandian Zhe
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Oral
- Readers: Everyone
Large Language Models Are Natural Video Popularity Predictors
Pratik Kayal, Pascal Mettes, Nima Dehmamy, Minsu Park
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
NativQA: Multilingual Culturally-Aligned Natural Queries for LLMs
Md. Arid Hasan, Maram Hasanain, Fatema Ahmad, Sahinur Rahman Laskar, Sunaya Upadhyay, Vrunda N Sukhadia, Mucahid Kutlu, Shammur Absar Chowdhury, Firoj Alam
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone