ICLR 2025 Conference Submissions

A Periodic Bayesian Flow for Material Generation
Hanlin Wu, Yuxuan Song, Jingjing Gong, Ziyao Cao, Yawen Ouyang, Jianbing Zhang, Hao Zhou, Wei-Ying Ma, Jingjing Liu
- Published: 22 Jan 2025, Last Modified: 26 Apr 2025
- ICLR 2025 Spotlight
- Readers: Everyone
LossAgent: Towards Any Optimization Objectives for Image Processing with LLM Agents
Bingchen Li, Xin Li, Yiting Lu, Zhibo Chen
- 25 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Why Solving Multi-agent Path Finding with Large Language Models has not Succeeded Yet
Weizhe Chen, Sven Koenig, Bistra Dilkina
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Finite-Time Analysis for Conflict-Avoidant Multi-Task Reinforcement Learning
Yudan Wang, Peiyao Xiao, Hao Ban, Kaiyi Ji, Shaofeng Zou
- 25 Sept 2024 (modified: 11 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Skinning-free Accurate 3D Garment Deformation via Image Transfer
Rong Wang, Wei Mao, Changsheng Lu, Hongdong Li
- 25 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Agent-to-Sim: Learning Interactive Behavior Models from Casual Longitudinal Videos
Gengshan Yang, Andrea Bajcsy, Shunsuke Saito, Angjoo Kanazawa
- Published: 22 Jan 2025, Last Modified: 07 Apr 2025
- ICLR 2025 Poster
- Readers: Everyone
DUMoE: Deep Unfolding Mixture-of-Experts for Compressive Imaging
Zhen Guo, Hongping Gan
- 25 Sept 2024 (modified: 14 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Revisiting Differentiable Structure Learning: Inconsistency of $\ell_1$ Penalty and Beyond
Kaifeng Jin, Ignavier Ng, Kun Zhang, Biwei Huang
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Learnable Context-Aware Attention Mask for Multimodal Transformers
Wayner Barrios, SouYoung Jin
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Explaining Modern Gated-Linear RNNs via a Unified Implicit Attention Formulation
Itamar Zimerman, Ameen Ali Ali, Lior Wolf
- Published: 22 Jan 2025, Last Modified: 12 Apr 2025
- ICLR 2025 Poster
- Readers: Everyone
Mamba Neural Operator: Who Wins? Transformers vs. State-Space Models for PDEs
Chun-Wun Cheng, Jiahao Huang, Yi Zhang, Guang Yang, Carola-Bibiane Schönlieb, Angelica I Aviles-Rivero
- 25 Sept 2024 (modified: 14 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
AIR: Zero-shot Generative Model Adaptation with Iterative Refinement
Guimeng Liu, Milad Abdollahzadeh, Ngai-man Cheung
- 25 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Recovering Time-Varying Networks From Single-Cell Data
Euxhen Hasanaj, Barnabas Poczos, Ziv Bar-Joseph
- 25 Sept 2024 (modified: 18 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
When Are Bias-Free ReLU Networks Effectively Linear Networks?
Yedi Zhang, Andrew M Saxe, Peter E. Latham
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Zero-shot Model-based Reinforcement Learning using Large Language Models
Abdelhakim Benechehab, Youssef Attia El Hili, Ambroise Odonnat, Oussama Zekri, Albert Thomas, Giuseppe Paolo, Maurizio Filippone, Ievgen Redko, Balázs Kégl
- Published: 22 Jan 2025, Last Modified: 26 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
DiffPuter: Empowering Diffusion Models for Missing Data Imputation
Hengrui Zhang, Liancheng Fang, Qitian Wu, Philip S. Yu
- Published: 22 Jan 2025, Last Modified: 15 Mar 2025
- ICLR 2025 Spotlight
- Readers: Everyone
Editable Concept Bottleneck Models
Lijie Hu, Chenyang Ren, Zhengyu Hu, Hongbin Lin, Cheng-Long Wang, Hui Xiong, Jingfeng Zhang, Di Wang
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
XoRA: Expander adapted LoRA finetuning
AMALJITH E V, Arindam Biswas, Suryam Arnav Kalra, Pabitra Mitra, BISWAJIT BASU
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
TranSpa: Towards Efficient Structured Sparse Training for Transformers
Jinqi Xiao, Miao Yin, Cheng Yang, Yang Sui, Huy Phan, Xiao Zang, Wenqi Jia, Hang Liu, Zhao Zhang, Jian Ren, Bo Yuan
- 25 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Bridging The Gap Between Training and Testing for Certified Robustness
Dechen Zhang, Haoyang Zhou, Ruixiang Zhu, Yimi Wang, Lei Huang
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Black Boxes and Looking Glasses: Multilevel Symmetries, Reflection Planes, and Convex Optimization in Deep Networks
Emi Zeger, Mert Pilanci
- 25 Sept 2024 (modified: 27 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
GeST: Towards Building A Generative Pretrained Transformer for Learning Cellular Spatial Context
Minsheng Hao, Haiyang Bian, Nan Yan, Yixin Chen, Lei Wei, Xuegong Zhang
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
High-quality Text-to-3D Character Generation with SparseCubes and Sparse Transformers.
Jiachen Qian, Hongye Yang, Shuang Wu, Jingxi Xu, Feihu Zhang
- Published: 22 Jan 2025, Last Modified: 01 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Implicit Neural Surface Deformation with Explicit Velocity Fields
Lu Sang, Zehranaz Canfes, Dongliang Cao, Florian Bernard, Daniel Cremers
- Published: 22 Jan 2025, Last Modified: 24 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Rethinking and Defending Protective Perturbation in Personalized Diffusion Models
Yixin Liu, Ruoxi Chen, Xun Chen, Lichao Sun
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone