ICLR 2025 Conference Submissions

Law of Vision Representation in MLLMs
Shijia Yang, Bohan Zhai, Quanzeng You, Jianbo Yuan, Hongxia Yang, Chenfeng Xu
- 18 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
LoRA Recycle: Towards Fine-Tuning-Free Visual Foundation Model via Double-Efficient Data-Free Meta-Learning
Zixuan Hu, Yongxian Wei, Li Shen, Zhenyi Wang, Chun Yuan, Dacheng Tao
- 18 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
VFDiff: SE(3)-Equivariant Vector Field Guided Diffusion Model for Target-Aware Molecule Generation in 3D
Luoda Tan, Jianting Liu, Guanyu yue, Quan Zou, Dongsheng Cao, xiangxiang Zeng, Xiangzheng Fu
- 18 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
ThermalGaussian: Thermal 3D Gaussian Splatting
Rongfeng Lu, Hangyu Chen, Zunjie Zhu, Yuhang Qin, Ming Lu, Le zhang, Chenggang Yan, anke xue
- Published: 22 Jan 2025, Last Modified: 08 Apr 2025
- ICLR 2025 Poster
- Readers: Everyone
3DTopia-XL: Scaling High-quality 3D Asset Generation via Primitive Diffusion
Zhaoxi Chen, Jiaxiang Tang, Yuhao Dong, Ziang Cao, Fangzhou Hong, Yushi LAN, Tengfei Wang, Haozhe Xie, Tong Wu, Shunsuke Saito, Liang Pan, Dahua Lin, Ziwei Liu
- 18 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Zero-shot forecasting of chaotic systems
Yuanzhao Zhang, William Gilpin
- Published: 22 Jan 2025, Last Modified: 19 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
GBIR: A Novel Gaussian Iterative Method for Medical Image Reconstruction
Shaokai Wu, Yapan Guo, Yanbiao Ji, Jing Tong, Yuxiang Lu, Mei Li, Suizhi Huang, Yue Ding, Hongtao Lu
- 18 Sept 2024 (modified: 11 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Optimizing Knowledge Distillation in Transformers: Enabling Power of Multi-Head Attention without Alignment Barriers
Zhaodong Bing, Linze Li, Jiajun Liang
- 18 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Closing the Gap between Neural Networks for Approximate and Rigorous Logical Reasoning
Tiansi Dong, Duo Wang, Mateja Jamnik, Pietro Lio
- 18 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Investigating the Effectiveness of HyperTuning via Gisting
Jason Phang
- 18 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
RelationBooth: Towards Relation-Aware Customized Object Generation
Qingyu Shi, Lu Qi, Jianzong Wu, Jinbin Bai, Jingbo Wang, Yunhai Tong, Xiangtai Li, Ming-Hsuan Yang
- 18 Sept 2024 (modified: 13 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
MIA-DPO: Multi-Image Augmented Direct Preference Optimization For Large Vision-Language Models
Ziyu Liu, Yuhang Zang, Xiaoyi Dong, Pan Zhang, Yuhang Cao, Haodong Duan, Conghui He, Yuanjun Xiong, Dahua Lin, Jiaqi Wang
- Published: 22 Jan 2025, Last Modified: 08 Apr 2025
- ICLR 2025 Poster
- Readers: Everyone
RAR: Retrieving And Ranking Augmented MLLMs for Visual Recognition
Ziyu Liu, Zeyi Sun, Yuhang Zang, Wei Li, Pan Zhang, Xiaoyi Dong, Yuanjun Xiong, Dahua Lin, Jiaqi Wang
- 18 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Q-Sparse: All Large Language Models can be Fully Sparsely-Activated
Hongyu Wang, Shuming Ma, Ruiping Wang, Furu Wei
- 18 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
MemSim: A Bayesian Simulator for Evaluating Memory of LLM-based Personal Assistants
Zeyu Zhang, Quanyu Dai, Luyu Chen, Zeren Jiang, Rui Li, Jieming Zhu, Xu Chen, Yi Xie, Zhenhua Dong, Ji-Rong Wen
- 18 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Causal Information Prioritization for Efficient Reinforcement Learning
Hongye Cao, Fan Feng, Tianpei Yang, Jing Huo, Yang Gao
- Published: 22 Jan 2025, Last Modified: 17 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Image Generation with Channel-wise Quantization
Tong Yang, Xiangyu Zhang, Wenqiang Zhang
- 18 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Towards Empowerment Gain through Causal Structure Learning in Model-Based Reinforcement Learning
Hongye Cao, Fan Feng, Meng Fang, Shaokang Dong, Tianpei Yang, Jing Huo, Yang Gao
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Progressive Visual Relationship Inference
Zhenhua Lei, Xuemei Xie
- 18 Sept 2024 (modified: 05 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Toward Generalizing Visual Brain Decoding to Unseen Subjects
Xiangtao Kong, Kexin Huang, Ping Li, Lei Zhang
- Published: 22 Jan 2025, Last Modified: 08 Apr 2025
- ICLR 2025 Poster
- Readers: Everyone
CONCORD: Concept-informed Diffusion for Dataset Distillation
Jianyang Gu, Haonan Wang, Ruoxi Jia, Saeed Vahidian, Vyacheslav Kungurtsev, Wei Jiang, Yiran Chen
- 18 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
UNLEARNING IS BETTER THAN UNSEEN: UNLEARNING SCORE-BASED GENERATIVE MODEL
Wan Jiang, He Wang, Xin Zhang, Dan Guo, Yu Ding, Yunfeng Diao, Richang Hong
- 18 Sept 2024 (modified: 12 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Low-Dimension-to-High-Dimension Generalization and Its Implications for Length Generalization
Yang Chen, Yitao Liang, Zhouchen Lin
- 18 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
SwitchLoRA: Switched Low-Rank Adaptation Can Learn Full-Rank Information
Kaiye Zhou, Shucheng Wang, Jun Xu
- 18 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Runtime Learning Machine
Hongpeng Cao, Yanbing Mao, Yihao Cai, Lui Sha, Marco Caccamo
- 18 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone