ICLR 2025 Conference Submissions

Can LLMs Enhance Performance Prediction for Deep Learning Models?
Karthick Panner Selvam, Phitchaya Mangpo Phothilimthana, Sami Abu-El-Haija, Bryan Perozzi, Mats Brorsson
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
PortLLM: Personalizing Evolving Large Language Models with Training-Free and Portable Model Patches
Rana Shahroz, Pingzhi Li, Sukwon Yun, Zhenyu Wang, Shahriar Nirjon, Chau-Wai Wong, Tianlong Chen
- Published: 22 Jan 2025, Last Modified: 13 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Understanding the learned look-ahead behavior of chess neural networks
Diogo Cruz
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Robust Transfer of Safety-Constrained Reinforcement Learning Agents
Markel Zubia, Thiago D. Simão, Nils Jansen
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
GAN-based NeRF Noise Simulation in Mesh Denoising Task
Vladimir Mashurov, Vasilii Latonov, Anastasia Martynova, Natalia Semenova
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Linear Bandits with Partially Observable Features
Wonyoung Kim, Sungwoo PARK, Garud Iyengar, assaf zeevi, Min-hwan Oh
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Foveated Dynamic Transformer: Robust and Efficient Perception Inspired by the Human Visual System
Ibrahim Batuhan Akkaya, Bahram Zonooz, Elahe Arani
- 27 Sept 2024 (modified: 22 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Towards better generalization: Weight Decay induces low-rank bias for neural networks
Ke Chen, Chugang Yi, Haizhao Yang
- 27 Sept 2024 (modified: 22 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Residual Stream Analysis with Multi-Layer SAEs
Tim Lawson, Lucy Farnik, Conor Houghton, Laurence Aitchison
- Published: 22 Jan 2025, Last Modified: 24 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
The Same but Different: Structural Similarities and Differences in Multilingual Language Modeling
Ruochen Zhang, Qinan Yu, Matianyu Zang, Carsten Eickhoff, Ellie Pavlick
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Measuring and Controlling Solution Degeneracy across Task-Trained Recurrent Neural Networks
Ann Huang, Satpreet Harcharan Singh, Kanaka Rajan
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Adaptive Log-Exp Perturbations for Secure AI Image Compression
Razan Dibo, Anton Bibin, Nikolay Kalmykov, Ashish Jha, Nikolay Kozyrskiy, ANH-HUY PHAN
- 27 Sept 2024 (modified: 11 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
OD-Stega: LLM-Based Near-Imperceptible Steganography via Optimized Distributions
Yu-Shin Huang, Peter Just, Krishna Narayanan, Chao Tian
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Median Clipping for Zeroth-order Non-Smooth Convex Optimization and Multi Arm Bandit Problem with Heavy-tailed Symmetric Noise
Nikita Maksimovich Kornilov, Yuriy Dorn, Aleksandr Lobanov, Nikolay Kutuzov, Innokentiy Andreevich Shibaev, Eduard Gorbunov, Alexander Gasnikov, Alexander V. Nazin
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Fair Image Generation from Pre-trained Models by Probabilistic Modeling
Mahdi Ahmadi, John Leland, Agneet Chatterjee, YooJung Choi
- 27 Sept 2024 (modified: 14 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Remote Reinforcement Learning with Communication Constraints
Szymon Kobus, Deniz Gunduz
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Embedding Safety into RL: A New Take on Trust Region Methods
Nikola Milosevic, Johannes Müller, Nico Scherf
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Disentangling Representations through Multi-task Learning
Pantelis Vafidis, Aman Bhargava, Antonio Rangel
- Published: 22 Jan 2025, Last Modified: 01 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Training Free Guided Flow-Matching with Optimal Control
Luran Wang, Chaoran Cheng, Yizhen Liao, Yanru Qu, Ge Liu
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
MentalChat16K: A Benchmark Dataset for Conversational Mental Health Assistance
Jia Xu, Tianyi Wei, Bojian Hou, Patryk Orzechowski, Shu Yang, Ruochen Jin, Rachael Paulbeck, Joost Wagenaar, George Demiris, Li Shen
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Markovian Transformers for Informative Language Modeling
Scott Viteri, Max Lamparth, Peter Chatain, Clark Barrett
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Efficient Sparse PCA via Block-Diagonalization
Alberto Del Pia, Dekun Zhou, Yinglun Zhu
- Published: 22 Jan 2025, Last Modified: 26 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Aligning With Human Values Without Revealing Human Judgements
Ezgi Korkmaz, Jonah Brown-Cohen
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
A Markov decision process for variable selection in Branch and bound
Paul STRANG, Zacharie ALES, Côme Bissuel, Safia Kedad-Sidhoum, Olivier Juan, Emmanuel Rachelson
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Enhancing Vision-Language Model Pre-training with Image-text Pair Pruning Based on Word Frequency
Mingliang Liang, Martha Larson
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone