ICLR 2025 Conference Submissions

On the Interpolation Effect of Score Smoothing
Zhengdao Chen
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Fast and Scalable Method for Efficient Multimodal Feature Extraction with Optimized Maximal Correlation
Hongkang Zhang, Shao-Lun Huang, Ercan Engin KURUOGLU
- 27 Sept 2024 (modified: 14 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
KAN See Your Face
Dong Han, Yong Li, Joachim Denzler
- 27 Sept 2024 (modified: 14 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
CLEAR: An Information-Theoretic Framework for Distraction-Free Representation Learning in Visual Offline RL
Tri Wahyu Guntara, Daiki E. Matsunaga, HyeongJoo Hwang, Kee-Eung Kim
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
On the Generalization of Preference Learning with DPO
Shawn Im, Yixuan Li
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Propagation Alone is Enough for Graph Contrastive Learning
Xiaojun Guo, Yifei Wang, Mingjie Li, Yisen Wang
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
HR-Extreme: A High-Resolution Dataset for Extreme Weather Forecasting
Nian Ran, Peng Xiao, Yue Wang, Wesley Shi, Jianxin Lin, Qi Meng, Richard Allmendinger
- Published: 22 Jan 2025, Last Modified: 21 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
High Fidelity Text-Guided Music Editing via Single-Stage Flow Matching
Gael Le Lan, Bowen Shi, Zhaoheng Ni, Sidd Srinivasan, Anurag Kumar, Brian Ellis, David Kant, Varun K. Nagaraja, Ernie Chang, Wei-Ning Hsu, Yangyang Shi, Vikas Chandra
- 27 Sept 2024 (modified: 18 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
A Dynamic Model of Performative Human-ML Collaboration: Theory and Empirical Evidence
Tom Sühr, Samira Samadi, Chiara Farronato
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
DOTA: Distributional Test-Time Adaptation of Vision-Language Models
Zongbo Han, Jialong Yang, Junfan Li, Qinghua Hu, Qianli Xu, Mike Zheng Shou, Changqing Zhang
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
A Discrete Actor and Critic for Reinforcement Learning on Continuous Tasks
Jundong Zhang, Tianqi Wei
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Unsupervised Radar Point Cloud Enhancement Using Diffusion Model as Prior without Paired Traning Data
Yanlong Yang, Jianan Liu, Guanxiong Luo, Euijoon Ahn, Tao Huang
- 27 Sept 2024 (modified: 25 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
PaSEFT: Gradient-based Partial Parameter Selection in Efficient Fine-Tuning for Large Language Models
Shuoran Jiang, Wentao Zhu, Qingcai Chen, Xiangping Wu, Junjie Chen, Yang Xiang, Youcheng Pan, Kai Chen
- 27 Sept 2024 (modified: 09 Oct 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
MathGAP: Out-of-Distribution Evaluation on Problems with Arbitrarily Complex Proofs
Andreas Opedal, Haruki Shirakami, Bernhard Schölkopf, Abulhair Saparov, Mrinmaya Sachan
- Published: 22 Jan 2025, Last Modified: 21 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
TrustSQL: Benchmarking Text-to-SQL Reliability with Penalty-Based Scoring
Gyubok Lee, Woosog Chay, Seonhee Cho, Edward Choi
- 27 Sept 2024 (modified: 03 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Feature-Based Online Bilateral Trade
Solenne Gaucher, Martino Bernasconi, Matteo Castiglioni, Andrea Celli, Vianney Perchet
- Published: 22 Jan 2025, Last Modified: 09 Apr 2025
- ICLR 2025 Poster
- Readers: Everyone
Semi-Supervised Medical Image Segmentation via Knowledge Mining from Large Models
Yuchen Mao, Hongwei Bran Li, Yinyi LAI, Giorgos Papanastasiou, Peng Qi, Yunjie Yang, Chengjia Wang
- 27 Sept 2024 (modified: 06 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
SageLite: Harmonizing Text and Code Through Multi-Stage Training
Dejiao Zhang, Sam Mayers, Jun Wang, Sanjay Krishna Gouda, Nihal Jain, Jiyang Zhang, Xiaofei Ma, Anoop Deoras
- 27 Sept 2024 (modified: 12 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Interpretable Causal Representation Learning for Biological Data in the Pathway Space
Jesus de la Fuente Cedeño, Robert Lehmann, Carlos Ruiz-Arenas, Jan Voges, Irene Marín-Goñi, Xabier Martinez de Morentin, David Gomez-Cabrero, Idoia Ochoa, Jesper Tegnér, Vincenzo Lagani, Mikel Hernaez
- Published: 22 Jan 2025, Last Modified: 07 Apr 2025
- ICLR 2025 Poster
- Readers: Everyone
LOB-Bench: Benchmarking Generative AI for Finance - with an Application to Limit Order Book Markets
Peer Nagy, Sascha Yves Frey, Kang Li, Svitlana Vyetrenko, Stefan Zohren, Ani Calinescu, Jakob Nicolaus Foerster
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Pushing the Limit of Small-Efficient Offline Reinforcement Learning
Peng Cheng, Zhihao Wu, Jianxiong Li, Haoran Xu, Wei Sun, Youfang Lin, Yunxin Liu, Xianyuan Zhan
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Circuit Compositions: Exploring Modular Structures in Transformer-Based Language Models
Philipp Mondorf, Sondre Wold, Barbara Plank
- 27 Sept 2024 (modified: 17 Oct 2024)
- ICLR 2025 Conference Desk Rejected Submission
- Readers: Everyone
Separation Power of Equivariant Neural Networks
Marco Pacini, Xiaowen Dong, Bruno Lepri, Gabriele Santin
- Published: 22 Jan 2025, Last Modified: 01 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
The polytopal complex as a framework to analyze multilayer relu networks
Konrad Groh
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Capturing and Mitigating Gradient Aggregation Errors for Fault-Tolerant Distributed Training
Zhenheng Tang, Junlin Huang, Zichen TANG, Xueze Kang, Yuxin Wang, Peijie Dong, Shaohuai Shi, Xiaowen Chu, Bo Li
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone