ICLR 2025 Conference Submissions

BOIL: Learning Environment Personalized Information
Rohan Prashant Patil, Henrik I Christensen
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Do Unlearning Methods Remove Information from Language Model Weights?
Aghyad Deeb, Fabien Roger
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Learning Generalizable Skills from Offline Multi-Task Data for Multi-Agent Cooperation
Sicong Liu, Yang Shu, Chenjuan Guo, Bin Yang
- Published: 22 Jan 2025, Last Modified: 27 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Understanding the Connection between Low-Dimensional Representation and Generalization via Interpolation
Junjie Yu, Zihan Deng, Wenxiao Ma, Xinyu Mou, Jianyu Zhang, Quanying Liu
- 24 Sept 2024 (modified: 23 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Visual Haystacks: A Vision-Centric Needle-In-A-Haystack Benchmark
Tsung-Han Wu, Giscard Biamby, Jerome Quenum, Ritwik Gupta, Joseph E. Gonzalez, Trevor Darrell, David Chan
- Published: 22 Jan 2025, Last Modified: 11 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
A Hitchhiker's Guide to Scaling Law Estimation
Leshem Choshen, Yang Zhang, Jacob Andreas
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Generation and Evaluation of Synthetic Data Containing Treatments
Harry Amad, Zhaozhi Qian, Dennis Frauen, Julianna Piskorz, Stefan Feuerriegel, Mihaela van der Schaar
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
A Manifold Perspective on the Statistical Generalization of Graph Neural Networks
Zhiyang Wang, Juan Cervino, Alejandro Ribeiro
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Self-Training on Unpaired Data Improves Multi-Modal Alignment
Lang Huang, Zichuan Liu, Toshihiko Yamasaki, Ratheesh Kalarot
- 24 Sept 2024 (modified: 13 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Attic: A New Architecture for Tabular In-Context Learning Transformers
Felix den Breejen, Se-Young Yun
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Spatially-aware Photo-realistic Face Relighting using Joint Embedding of Light Properties
Hemanth Pidaparthy, Tezuesh Varshney, Pavan Sudheendra
- 24 Sept 2024 (modified: 14 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Fine-tuned In-Context Learning Transformers are Excellent Tabular Data Classifiers.
Felix den Breejen, Sangmin Bae, Stephen Cha, Se-Young Yun
- 24 Sept 2024 (modified: 27 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Decentralized Blockchain-based Robust Multi-agent Multi-armed Bandit
Mengfan Xu, Diego Klabjan
- 24 Sept 2024 (modified: 27 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Do Symbolic or Black-Box Representations Generalise Better In Learned Optimisation?
Alexander David Goldie, Jaron Cohen, Shimon Whiteson, Jakob Nicolaus Foerster
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Null Counterfactual Factor Interactions for Goal-Conditioned Reinforcement Learning
Caleb Chuck, Fan Feng, Carl Qi, Chang Shi, Siddhant Agarwal, Amy Zhang, Scott Niekum
- Published: 22 Jan 2025, Last Modified: 01 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
PAD: Personalized Alignment of LLMs at Decoding-time
Ruizhe Chen, Xiaotian Zhang, Meng Luo, Wenhao Chai, Zuozhu Liu
- Published: 22 Jan 2025, Last Modified: 07 Apr 2025
- ICLR 2025 Poster
- Readers: Everyone
Next state prediction gives rise to entangled, yet compositional representations of objects
Tankred Saanum, Luca M. Schulze Buschoff, Peter Dayan, Eric Schulz
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
De-biasing Diffusion: Data-Free FP8 Quantization of Text-to-Image Models with Billions of Parameters
Yaniv Blumenfeld, Daniel Soudry
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
BiCompFL: Stochastic Federated Learning with Bi-Directional Compression
Maximilian Egger, Rawad Bitar, Antonia Wachter-Zeh, Nir Weinberger, Deniz Gunduz
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
MarDini: Masked Autoregressive Diffusion for Video Generation at Scale
Haozhe Liu, Zijian Zhou, Shikun Liu, Mengmeng Xu, Yanping Xie, Xiao Han, Juan Camilo Perez, Ding Liu, Kumara Kahatapitiya, Menglin Jia, Jui-Chieh Wu, Sen He, Tao Xiang, Jürgen Schmidhuber, Juan-Manuel Perez-Rua
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Foldable SuperNets: Scalable Merging of Transformers with Different Initializations and Tasks
Edan kinderman, Itay Hubara, Haggai Maron, Daniel Soudry
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
LLM Pruning and Distillation in Practice
Sharath Turuvekere Sreenivas, Saurav Muralidharan, Raviraj Bhuminand Joshi, Marcin Chochowski, Mostofa Patwary, Pavlo Molchanov, Mohammad Shoeybi, Jan Kautz, Ameya Sunil Mahabaleshwarkar, Gerald Shen, Jiaqi Zeng, Oleksii Kuchaiev, ZIJIA CHEN, Yoshi Suhara, Shizhe Diao, Chenhan D. Yu, Wei-Chun Chen, Hayley Ross, Daniel Korzekwa, Oluwatobi Olabiyi et al. (2 additional authors not shown)
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Embedding-Converter: A Unified Framework for Cross-Model Embedding Transformation
Jinsung Yoon, Sercan O Arik
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Temporal Prompting Matters: Rethinking Referring Video Object Segmentation
Ci-Siang Lin, Min-Hung Chen, I-Jieh Liu, Chien-Yi Wang, Sifei Liu, Yu-Chiang Frank Wang
- 24 Sept 2024 (modified: 27 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Learning Arbitrary Logical Formula as a Sparse Neural Network Module
Jiacheng Yin
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone