ICLR 2025 Conference Submissions

Regret-Optimal List Replicable Bandit Learning: Matching Upper and Lower Bounds
Michael Chen, A. Pavan, N. V. Vinodchandran, Ruosong Wang, Lin Yang
- Published: 22 Jan 2025, Last Modified: 31 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Jump-teaching: Ultra Robust and Efficient Learning with Noisy Labels
Kangye Ji, Fei Cheng, Zeqing Wang, Qichang Zhang, Bohu Huang
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
FlatQuant: Flatness Matters for LLM Quantization
Yuxuan Sun, Ruikang Liu, Haoli Bai, Han Bao, Kang Zhao, Yuening Li, JiaxinHu, Xianzhi Yu, Lu Hou, Chun Yuan, Xin Jiang, Wulong Liu, Jun Yao
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Promptriever: Instruction-Trained Retrievers Can Be Prompted Like Language Models
Orion Weller, Benjamin Van Durme, Dawn Lawrie, Ashwin Paranjape, Yuhao Zhang, Jack Hessel
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
OmniBench: Towards The Future of Universal Omni-Language Models
Yizhi LI, Ge Zhang, Yinghao Ma, Ruibin Yuan, King Zhu, Hangyu Guo, Yiming Liang, Jiaheng Liu, Noah Wang, Jian Yang, Siwei Wu, Xingwei Qu, Jinjie Shi, Xinyue Zhang, Zhenzhu Yang, Zhaoxiang Zhang, Ruibo Liu, Emmanouil Benetos, Wenhao Huang, Chenghua Lin
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
A Model of Place Field Reorganization During Reward Maximization
M Ganesh Kumar, Blake Bordelon, Jacob A Zavatone-Veth, Cengiz Pehlevan
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Everything, Everywhere, All at Once: Is Mechanistic Interpretability Identifiable?
Maxime Méloux, Silviu Maniu, François Portet, Maxime Peyrard
- Published: 22 Jan 2025, Last Modified: 08 Apr 2025
- ICLR 2025 Poster
- Readers: Everyone
On a Hidden Property in Computational Imaging
Yinan Feng, Yinpeng Chen, Yueh Z Lee, Youzuo Lin
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Unsupervised Multi-Agent Diversity With Wasserstein Distance
Tianxu Li, Kun Zhu
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Entropy Reveals What You Know: An Entropy-Guided Method for Enhancing the Reliability of Large Language Models
XiaoQi Han, Ru Li, Zhichao Yan, Jeff Z. Pan
- 27 Sept 2024 (modified: 21 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Benign Overfitting of Long-Tailed Data Classification in Two-layer Neural Networks
Ruichen Xu, Kexin Chen
- 27 Sept 2024 (modified: 12 Oct 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Linguini: A benchmark for language-agnostic linguistic reasoning
Eduardo Sánchez, Belen Alastruey, Christophe Ropers, Pontus Stenetorp, Mikel Artetxe, Marta R. Costa-jussà
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Mutual Information Preserving Neural Network Pruning
Charles Westphal, Stephen Hailes, Mirco Musolesi
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
GRADE: Quantifying Sample Diversity in Text-to-Image Models
Royi Rassin, Aviv Slobodkin, Shauli Ravfogel, Yanai Elazar, Yoav Goldberg
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Language Models Need Inductive Biases to Count Inductively
Yingshan Chang, Yonatan Bisk
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Plan-RAG: Planning-guided Retrieval Augmented Generation
Prakhar Verma, Sukruta Prakash Midigeshi, Gaurav Sinha, Arno Solin, Nagarajan Natarajan, Amit Sharma
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Automated Red Teaming with GOAT: the Generative Offensive Agent Tester
Maya Pavlova, Erik Brinkman, Krithika Iyer, Vítor Albiero, Joanna Bitton, Hailey Nguyen, Cristian Canton Ferrer, Ivan Evtimov, Aaron Grattafiori
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Gaussian Mixture Vector Quantization with Aggregated Categorical Posterior
Mingyuan Yan, Jiawei WU, Rushi Shah, Dianbo Liu
- 27 Sept 2024 (modified: 07 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Quantifying AI Psychology: A Psychometric Benchmark for Large Language Models
Yuan Li, Yue Huang, Hongyi Wang, Ying Cheng, Xiangliang Zhang, James Zou, Lichao Sun
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
General Scene Adaptation for Vision-and-Language Navigation
Haodong Hong, Yanyuan Qiao, Sen Wang, Jiajun Liu, Qi Wu
- Published: 22 Jan 2025, Last Modified: 21 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Cross-Entropy Is All You Need To Invert the Data Generating Process
Patrik Reizinger, Alice Bizeul, Attila Juhos, Julia E Vogt, Randall Balestriero, Wieland Brendel, David Klindt
- Published: 22 Jan 2025, Last Modified: 25 Feb 2025
- ICLR 2025 Oral
- Readers: Everyone
On-Device Transfer Learning based on Mixed Precision Partitioning
Iuliia Topko, Fabian Kreß, Alexey Serdyuk, Matthias Stammler, Tanja Harbaum, Juergen Becker
- 27 Sept 2024 (modified: 22 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Off-Policy Maximum Entropy RL with Visitation Measures
Adrien Bolland, Gaspard Lambrechts, Damien Ernst
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
SpiritSight Agent: Advanced GUI Agent with One Look
Zhiyuan Huang, Harry Ziming Cheng, Junting Pan, Mingjie Zhan
- 27 Sept 2024 (modified: 14 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Cohesion: Coherence-Based Diffusion for Long-Range Dynamics Forecasting
Juan Nathaniel, Pierre Gentine
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone