ICLR 2025 Conference Submissions

SelKD: Selective Knowledge Distillation via Optimal Transport Perspective
Liangliang Shi, Zhengyan Shi, Junchi Yan
- Published: 22 Jan 2025, Last Modified: 05 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
On Disentangled Training for Nonlinear Transform in Learned Image Compression
Han Li, Shaohui Li, Wenrui Dai, Maida Cao, Nuowen Kan, Chenglin Li, Junni Zou, Hongkai Xiong
- Published: 22 Jan 2025, Last Modified: 15 Feb 2025
- ICLR 2025 Spotlight
- Readers: Everyone
Low-Rank Interconnected Adaptation across Layers
Yibo Zhong, Yao Zhou
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Measuring, Evaluating and Improving Logical Consistency in Large Language Models
Yinhong Liu, Zhijiang Guo, Tianya Liang, Ehsan Shareghi, Ivan Vulić, Nigel Collier
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Leveraging Anthropometric Measurements to Improve Human Mesh Estimation and Ensure Consistent Body Shapes
Katja Ludwig, Julian Lorenz, Daniel Kienzle, Tuan Bui, Rainer Lienhart
- 24 Sept 2024 (modified: 14 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
DeepLTL: Learning to Efficiently Satisfy Complex LTL Specifications for Multi-Task RL
Mathias Jackermeier, Alessandro Abate
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Oral
- Readers: Everyone
MeshMask: Physics-Based Simulations with Masked Graph Neural Networks
Paul Garnier, Vincent Lannelongue, Jonathan Viquerat, Elie Hachem
- Published: 22 Jan 2025, Last Modified: 11 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Best Possible Q-Learning
Jiechuan Jiang, Zongqing Lu
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
EMOS: Embodiment-aware Heterogeneous Multi-robot Operating System with LLM Agents
Junting Chen, Checheng Yu, Xunzhe Zhou, Tianqi Xu, Yao Mu, Mengkang Hu, Wenqi Shao, Yikai Wang, Guohao Li, Lin Shao
- Published: 22 Jan 2025, Last Modified: 16 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Watch Less, Do More: Implicit Skill Discovery for Video-Conditioned Policy
Jiangxing Wang, Zongqing Lu
- Published: 22 Jan 2025, Last Modified: 27 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Learning Policy Committees for Effective Personalization in MDPs with Diverse Tasks
Luise Ge, Michael Lanier, Anindya Sarkar, Bengisu Guresti, Chongjie Zhang, Yevgeniy Vorobeychik
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Report Cards: Qualitative Evaluation of Language Models Using Natural Language Summaries
Blair Yang, Fuyang Cui, Keiran Paster, Jimmy Ba, Pashootan Vaezipoor, Silviu Pitis, Michael R. Zhang
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
UniVIEDM: A Diffusion Model to Unify Visual Information Extraction Subtasks
MingHong Yao, Liansheng Zhuang
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
EMOVA: Empowering Language Models to See, Hear and Speak with Vivid Emotions
Kai Chen, Yunhao GOU, Runhui Huang, Zhili Liu, Daxin Tan, Jing Xu, Chunwei Wang, Yi Zhu, Yihan Zeng, Kuo Yang, Dingdong WANG, Kun Xiang, Haoyuan Li, Haoli Bai, Jianhua Han, Xiao-Hui Li, Weike Jin, Nian Xie, Yu Zhang, James Kwok et al. (10 additional authors not shown)
- 24 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Trustworthy Dataset Proof: Certifying the Authentic Use of Dataset in Training Models for Enhanced Trust
Zekun Sun, Zhihao Sui, Na Ruan, Conghui He, Dahua Lin, Jie LI
- 24 Sept 2024 (modified: 27 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Revisiting On-Policy Deep Reinforcement Learning
Mahdi Kallel, Samuele Tosatto, Carlo D'Eramo
- 24 Sept 2024 (modified: 25 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
On the Role of Attention Heads in Large Language Model Safety
Zhenhong Zhou, Haiyang Yu, Xinghua Zhang, Rongwu Xu, Fei Huang, Kun Wang, Yang Liu, Junfeng Fang, Yongbin Li
- Published: 22 Jan 2025, Last Modified: 27 Feb 2025
- ICLR 2025 Oral
- Readers: Everyone
Aggregation of Multi Diffusion Models for Enhancing Learned Representations
Conghan Yue, Zhengwei Peng, Shiyan Du, Zhi Ji, Dongyu Zhang
- 24 Sept 2024 (modified: 24 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
MiniPLM: Knowledge Distillation for Pre-training Language Models
Yuxian Gu, Hao Zhou, Fandong Meng, Jie Zhou, Minlie Huang
- Published: 22 Jan 2025, Last Modified: 27 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Scalable Decentralized Learning with Teleportation
Yuki Takezawa, Sebastian U Stich
- Published: 22 Jan 2025, Last Modified: 27 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
What Matters When Repurposing Diffusion Models for General Dense Perception Tasks?
Guangkai Xu, Yongtao Ge, Mingyu Liu, Chengxiang Fan, Kangyang Xie, Zhiyue Zhao, Hao Chen, Chunhua Shen
- Published: 22 Jan 2025, Last Modified: 05 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Learning from interval targets
Rattana Pukdee, Ziqi Ke, Chirag Gupta
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
TimeBridge: Non-Stationarity Matters for Long-term Time Series Forecasting
Peiyuan Liu, Beiliang Wu, Yifan Hu, Naiqi Li, Tao Dai, Jigang Bao, Shu-Tao Xia
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
MSLC: Monte Carlo Tree Search Sampling Guided Local Construction for Solving Large-Scale Traveling Salesman Problem
Zuoyou Liao, Jinshan Zhang, Paul Weng, Feng Wang, Jianwei Yin
- 24 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Generalizable Monocular 3D Human Rendering via Direct Gaussian Attribute Diffusion
Yingzhi Tang, Qijian Zhang, Junhui Hou
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone