ICLR 2025 Conference Submissions

Data Pruning by Information Maximization
Haoru Tan, Sitong Wu, Wei Huang, Shizhen Zhao, XIAOJUAN QI
- Published: 22 Jan 2025, Last Modified: 22 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Diff-In: Data Influence Estimation with Differential Approximation
Haoru Tan, Sitong Wu, Bo Zhao, Zeke Xie, XIAOJUAN QI
- 17 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Mufu: Multilingual Fused Learning for Low-Resource Translation with LLM
Zheng Wei Lim, Nitish Gupta, Honglin Yu, Trevor Cohn
- Published: 22 Jan 2025, Last Modified: 14 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
EgoLM: Multi-Modal Language Model of Egocentric Motions
Fangzhou Hong, Vladimir Guzov, Hyo Jin Kim, Yuting Ye, Richard Newcombe, Ziwei Liu, Lingni Ma
- 17 Sept 2024 (modified: 14 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Rethinking LLM Unlearning Objectives: A Gradient Perspective and Go Beyond
Qizhou Wang, Jin Peng Zhou, Zhanke Zhou, Saebyeol Shin, Bo Han, Kilian Q Weinberger
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
HiSplat: Hierarchical 3D Gaussian Splatting for Generalizable Sparse-View Reconstruction
Shengji Tang, Weicai Ye, Peng Ye, Weihao Lin, Yang Zhou, Tao Chen, Wanli Ouyang
- Published: 22 Jan 2025, Last Modified: 27 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Objects matter: object-centric world models improve reinforcement learning in visually complex environments
Weipu Zhang, Adam Jelley, Trevor McInroe, Amos Storkey
- 17 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Modeling All-Atom Glycan Structures via Hierarchical Message Passing and Multi-Scale Pre-training
Minghao Xu, Jiaze Song, Keming Wu, Xiangxin Zhou, Bin CUI, Wentao Zhang
- 17 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
DEL-Ranking: Ranking-Correction Denoising Framework for Elucidating Molecular Affinities in DNA-Encoded Libraries
Hanqun Cao, Hemutian, Ning Ma, Chang-Yu Hsieh, Chunbin Gu, Pheng-Ann Heng
- 17 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Exploring contextual modeling with linear complexity for point cloud segmentation
Yong Xien Chng, Xuchong QIU, Henry Zheng, Yizeng Han, Yifan Pu, Jiewei Cao, Gao Huang
- 17 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Transforming Ocean Analysis: Learning 4D ocean field from in-situ observations via uncertainty-aware implicit representations
Pumeng Lyu, Wanli Ouyang, LEI BAI
- 17 Sept 2024 (modified: 03 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
A prescriptive theory for brain-like inference
Hadi Vafaii, Dekel Galor, Jacob L. Yates
- 17 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
A Closer Look at Time Steps is Worthy of Triple Speed-Up for Diffusion Model Training
Kai Wang, Mingjia Shi, YuKun Zhou, Zekai Li, Xiaojiang Peng, Zhihang Yuan, Yuzhang Shang, Hanwang Zhang, Yang You
- 17 Sept 2024 (modified: 14 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Cross-Domain Reinforcement Learning via Preference Consistency
Ting-Hsuan Huang, En-Ya Pi, Shao-Hua Sun, Ping-Chun Hsieh
- 17 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
A Probabilistic Generative Method for Safe Physical System Control Problems
Peiyan Hu, Xiaowei Qian, Wenhao Deng, Rui Wang, Haodong Feng, Ruiqi Feng, Tao Zhang, Long Wei, Yue Wang, Zhi-Ming Ma, Tailin Wu
- 17 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Continuous Space-Time Video Super-Resolution via Event Camera
Yunfan LU, Yusheng Wang, Zipeng Wang, Bin Yang, Hui Xiong
- 17 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
OBI-Bench: Can LMMs Aid in Study of Ancient Script on Oracle Bones?
Zijian Chen, tingzhu chen, Wenjun Zhang, Guangtao Zhai
- Published: 22 Jan 2025, Last Modified: 21 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Generalizable Human Gaussians from Single-View Image
Jinnan Chen, Chen Li, Jianfeng Zhang, Lingting Zhu, Buzhen Huang, Hanlin Chen, Gim Hee Lee
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Wavelet Diffusion Neural Operator
Peiyan Hu, Rui Wang, Xiang Zheng, Tao Zhang, Haodong Feng, Ruiqi Feng, Long Wei, Yue Wang, Zhi-Ming Ma, Tailin Wu
- Published: 22 Jan 2025, Last Modified: 02 May 2025
- ICLR 2025 Poster
- Readers: Everyone
MMSearch: Unveiling the Potential of Large Models as Multi-modal Search Engines
Dongzhi Jiang, Renrui Zhang, Ziyu Guo, Yanmin Wu, jiayi lei, Pengshuo Qiu, Pan Lu, Zehui Chen, Guanglu Song, Peng Gao, Yu Liu, Chunyuan Li, Hongsheng Li
- Published: 22 Jan 2025, Last Modified: 10 Apr 2025
- ICLR 2025 Poster
- Readers: Everyone
Coreset Selection via Reducible Loss in Continual Learning
Ruilin Tong, Yuhang Liu, Javen Qinfeng Shi, Dong Gong
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
SegLLM: Multi-round Reasoning Segmentation with Large Language Models
XuDong Wang, Shaolun Zhang, Shufan Li, Kehan Li, Konstantinos Kallidromitis, Yusuke Kato, Kazuki Kozuka, Trevor Darrell
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
ZERO-1-to-G: Taming Pretrained 2D Diffusion Models for Direct 3D Generation
Xuyi Meng, Chen Wang, Jiahui Lei, Kostas Daniilidis, Jiatao Gu, Lingjie Liu
- 17 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Adaptive Exponential Decay Rates for Adam
Weidong Zou, Yuanqing Xia, Weipeng Cao, Bineng Zhong
- 17 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Dynamic Model Editing to Rectify Unreliable Behavior in Neural Networks
Peiyu Yang, NAVEED AKHTAR, Ajmal Saeed Mian
- 17 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone