ICLR 2025 Conference Submissions

TPO: Aligning Large Language Models with Multi-branch & Multi-step Preference Trees
Weibin Liao, Xu Chu, Yasha Wang
- Published: 22 Jan 2025, Last Modified: 22 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Gradient-Free Adversarial Attack on Time Series Regression: Targeting XAI Explanations
Yueshan Chen, Sihai Zhang
- 27 Sept 2024 (modified: 21 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
VideoWebArena: Evaluating Long Context Multimodal Agents with Video Understanding Web Tasks
Lawrence Keunho Jang, Yinheng Li, Dan Zhao, Charles Ding, Justin Lin, Paul Pu Liang, Rogerio Bonatti, Kazuhito Koishida
- Published: 22 Jan 2025, Last Modified: 11 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Constrained Diffusion Implicit Models
Vivek Jayaram, Ira Kemelmacher-Shlizerman, Steve Seitz, John Thickstun
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Preventing Unintended Memorization by Covering with Over-Memorization
Byungjoo Kim, Sung Ju Hwang
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
DiNO-Diffusion: Scaling Medical Diffusion Models via Self-Supervised Pre-Training
Guillermo Jimenez-Perez, Pedro Osório, Josef Cersovsky, Javier Montalt-Tordera, Jens Hooge, Steffen Vogler, Sadegh Mohammadi
- 27 Sept 2024 (modified: 25 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Beyond Simple Sum of Delayed Rewards: Non-Markovian Reward Modeling for Reinforcement Learning
Yuting Tang, Xin-Qiang Cai, Jing-Cheng Pang, Qiyu Wu, Yao-Xiang Ding, Masashi Sugiyama
- 27 Sept 2024 (modified: 24 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
A Skewness-Based Criterion for Addressing Heteroscedastic Noise in Causal Discovery
Yingyu Lin, Yuxing Huang, Wenqin Liu, Haoran Deng, Ignavier Ng, Kun Zhang, Mingming Gong, Yian Ma, Biwei Huang
- Published: 22 Jan 2025, Last Modified: 21 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
QueST: Querying Functional and Structural Niches on Spatial Transcriptomics data via Contrastive Subgraph Embedding
Mo Chen, Minsheng Hao, Lei Wei, Xuegong Zhang
- 27 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
ReconX: Reconstruct Any Scene from Sparse Views with Video Diffusion Model
Fangfu Liu, Wenqiang Sun, Hanyang Wang, Yikai Wang, Haowen Sun, Junliang Ye, Jun Zhang, Yueqi Duan
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Iterative Label Refinement Matters More than Preference Optimization under Weak Supervision
Yaowen Ye, Cassidy Laidlaw, Jacob Steinhardt
- Published: 22 Jan 2025, Last Modified: 11 Feb 2025
- ICLR 2025 Spotlight
- Readers: Everyone
SHARE: Bridging Shape and Ray Estimation for Pose-Free Generalizable Gaussian Splatting
Youngju Na, Taeyeon Kim, Jumin Lee, Kyu Beom Han, Woo Jae Kim, Sung-eui Yoon
- 27 Sept 2024 (modified: 03 Feb 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Controllable Text-to-Speech Synthesis with Masked-Autoencoded Style Representation
Yongqi Wang, Chunlei Zhang, Hangting Chen, Zhou Zhao, Dong Yu
- 27 Sept 2024 (modified: 24 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Shallow diffusion networks provably learn hidden low-dimensional structure
Nicholas Matthew Boffi, Arthur Jacot, Stephen Tu, Ingvar Ziemann
- Published: 22 Jan 2025, Last Modified: 27 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Constraining Gaussian Processes Regression with Quasi-Likelihood Constraint Relaxation
Mikkel B. Lykkegaard, Cyd Cowley, Huy Le Nguyen, Ross Allen, Andrew Corbett, Tim James Dodwell, Chris Bowman, James Buchanan, Stanislas Pamela, Robert Akers
- 27 Sept 2024 (modified: 25 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
GeSubNet: Gene Interaction Inference for Disease Subtype Network Generation
Ziwei Yang, Zheng Chen, Xin Liu, Rikuto Kotoge, Peng Chen, Yasuko Matsubara, Yasushi Sakurai, Jimeng Sun
- Published: 22 Jan 2025, Last Modified: 01 Apr 2025
- ICLR 2025 Oral
- Readers: Everyone
Exploring the Design Space of Visual Context Representation in Video MLLMs
Yifan Du, Yuqi Huo, Kun Zhou, Zijia Zhao, Haoyu Lu, Han Huang, Xin Zhao, Bingning Wang, weipeng chen, Ji-Rong Wen
- Published: 22 Jan 2025, Last Modified: 19 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Investigating Domain Gaps for Indoor 3D Object Detection
Zijing Zhao, LingjunChen, Jun Luo, Dejie Yang, Qingchao Chen, Yuxin Peng, Yang Liu
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
DAViD: Domain Adaptive Visually-Rich Document Understanding with Synthetic Insights
Yihao Ding, Caren Han, Zechuan Li, Hyunsuk Chung
- 27 Sept 2024 (modified: 25 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
S$^2$GS: Self-supervised Gaussian Segmentation for Automatic 3D Object Scanning
Jinguang Tong, Xuesong Li, Sundaram Muthu, Fahira Afzal Maken, Chuong Nguyen, Hongdong Li
- 27 Sept 2024 (modified: 16 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Exploring One-Shot Federated Learning by Model Inversion and Token Relabel with Vision Transformers
Xiaolei Hao, Li Shen, Zhifeng Hao, Xun Yang
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
ER-AAE: A quantum state preparation approach based on entropy reduction
Kaining Zhang, Liu Liu, Min-Hsiu Hsieh, Dacheng Tao
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Adversarial Score identity Distillation: Rapidly Surpassing the Teacher in One Step
Mingyuan Zhou, Huangjie Zheng, Yi Gu, Zhendong Wang, Hai Huang
- Published: 22 Jan 2025, Last Modified: 11 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Q-Adapter: Customizing Pre-trained LLMs to New Preferences with Forgetting Mitigation
Yi-Chen Li, Fuxiang Zhang, Wenjie Qiu, Lei Yuan, Chengxing Jia, Zongzhang Zhang, Yang Yu, Bo An
- Published: 22 Jan 2025, Last Modified: 01 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
uniINF: Best-of-Both-Worlds Algorithm for Parameter-Free Heavy-Tailed MABs
Yu Chen, Jiatai Huang, Yan Dai, Longbo Huang
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Spotlight
- Readers: Everyone