ICLR 2025 Conference Submissions

The Convergence of Second-Order Sampling Methods for Diffusion Models
Baoxiang He, Yubo Yang, Shuai Li, Cheng Chen, Bo Jiang
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
VT-PLUG: Integrating Visual Task Plugins with Unified Instruction Tuning
Yan Tai, Luhao Zhu, zhiqiang chen, Yunan Ding, Yiying Dong, Xiaohong Liu, Guodong Guo
- 27 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Eidetic Learning: an Efficient and Provable Solution to Catastrophic Forgetting
Nicholas Andrew Dronen, Randall Balestriero
- 27 Sept 2024 (modified: 04 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Safety-Advanced Autonomous Driving for Urgent Hazardous Situations using Q-Compared Soft Actor-Critic
Seokjun Lee, Seung-Hyun Kong
- 27 Sept 2024 (modified: 27 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
EEEC: Emotion-Experiencer-Event-Cause multi-step chain reasoning for Emotion-Cause Pair Extraction
Xue Gu, Ziyao Meng, Tiago Gomes, Adriano Jose Tavares, Hao Xu
- 27 Sept 2024 (modified: 14 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Optimizing Latent Goal by Learning from Trajectory Preference
Guangyu Zhao, Kewei Lian, Haowei Lin, Haobo Fu, QIANG FU, Shaofei Cai, Zihao Wang, Yitao Liang
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
RILe: Reinforced Imitation Learning
Berat Mert Albaba, Sammy Christen, Thomas Langerak, Christoph Gebhardt, Otmar Hilliges, Michael J. Black
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Canonic Signed Spike Coding for Efficient Spiking Neural Networks
Yiwen Gu, Junchuan Gu, Haibin Shen, Kejie Huang
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Learning Geometric Reasoning Networks For Robot Task And Motion Planning
Smail Ait Bouhsain, Rachid Alami, Thierry Simeon
- Published: 22 Jan 2025, Last Modified: 26 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Diffusion Modulation via Environment Mechanism Modeling for Planning
Hanping Zhang, Yuhong Guo
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
An X-Ray Is Worth 15 Features: Sparse Autoencoders for Interpretable Radiology Report Generation
Ahmed Abdulaal, Hugo Laurence Fry, Nina Montaña-Brown, Ayodeji Ijishakin, Jack Gao, Stephanie Hyland, Daniel C. Alexander, Daniel C. Castro
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Continual Learning via Continual Weighted Sparsity and Meta-Plasticity Scheduling
Xuefeng Zhang, Ke Fan, Muhan Zhang, Yuan Zhou, Jianzhu Ma
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Graph GOSPA Similarity Function for Gaussian Process Regression on Graphs
Jinhao Gu, Ángel F. García-Fernández, Robert E. Firth
- 27 Sept 2024 (modified: 13 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
ToMA: Token Merging with Attention For Diffusion Models
Wenbo Lu, Shaoyi Zheng, Yuxuan Xia, Shengjie Wang
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Elucidating the Design Space of Language Models for Image Generation
Xuantong LIU, Shaozhe Hao, Xianbiao Qi, Tianyang Hu, Jun Wang, Rong Xiao, Yuan Yao
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Prototypical evoluation for few-shot learning in vision-language model adaptation
Zhuorong Li, Daiwei Yu
- 27 Sept 2024 (modified: 13 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
LLM-ABBA: Fine-Tuning Large Language Models For Time Series Using Symbolic Approximation
Erin Claire Carson, Xinye Chen, Cheng Kang
- 27 Sept 2024 (modified: 26 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
JuxtAlign: A Foundational Analysis on Alignment of Certified Reinforcement Learning
Ezgi Korkmaz
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Differentially Private Steering for Large Language Model Alignment
Anmol Goel, Yaxi Hu, Iryna Gurevych, Amartya Sanyal
- Published: 22 Jan 2025, Last Modified: 26 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Mixture of Parrots: Experts improve memorization more than reasoning
Samy Jelassi, Clara Mohri, David Brandfonbrener, Alex Gu, Nikhil Vyas, Nikhil Anand, David Alvarez-Melis, Yuanzhi Li, Sham M. Kakade, eran malach
- Published: 22 Jan 2025, Last Modified: 01 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
A Trajectory Probability Network for City-Scale Road Volume Prediction
Shiyu Shen, Bin Pan, Guirong Xue
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Evolution guided generative flow networks
Zarif Ikram, Ling Pan, Dianbo Liu
- 27 Sept 2024 (modified: 10 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Regularized Distribution Matching Distillation for One-step Unpaired Image-to-Image Translation
Denis Rakitin, Ivan Shchekotov, Dmitry Vetrov
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Efficient Multi-agent Offline Coordination via Diffusion-based Trajectory Stitching
Lei Yuan, Yuqi Bian, Lihe Li, Ziqian Zhang, Cong Guan, Yang Yu
- Published: 22 Jan 2025, Last Modified: 11 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Can I Understand What I Create? Self-Knowledge Evaluation of Large Language Models
Zhiquan Tan, Lai Wei, Jindong Wang, Xing Xie, Weiran Huang
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone