ICLR 2025 Conference Submissions

Multi-Shot Character Consistency for Text-to-Video Generation
Yuval Atzmon, Rinon Gal, Yoad Tewel, Yoni Kasten, Gal Chechik
- 17 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
RecDreamer: Consistent Text-to-3D Generation via Uniform Score Distillation
Chenxi Zheng, Yihong Lin, Bangzhen Liu, Xuemiao Xu, Yongwei Nie, Shengfeng He
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Enabling Sparse Autoencoders for Topic Alignment in Large Language Models
Ananya Joshi, Celia Cintas, Skyler Speakman
- 17 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Aria-MIDI: A Dataset of Piano MIDI Files for Symbolic Music Modeling
Louis Bradshaw, Simon Colton
- Published: 22 Jan 2025, Last Modified: 03 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Maximum Noise Level as Third Optimality Criterion in Black-box Optimization Problem
Aleksandr Lobanov
- 17 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
ESCAPE: Equivariant Shape Completion via Anchor Point Encoding
Burak Bekci, Mahdi Saleh, Nassir Navab, Federico Tombari
- 17 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
AFlow: Automating Agentic Workflow Generation
Jiayi Zhang, Jinyu Xiang, Zhaoyang Yu, Fengwei Teng, Xiong-Hui Chen, Jiaqi Chen, Mingchen Zhuge, Xin Cheng, Sirui Hong, Jinlin Wang, Bingnan Zheng, Bang Liu, Yuyu Luo, Chenglin Wu
- Published: 22 Jan 2025, Last Modified: 01 May 2025
- ICLR 2025 Oral
- Readers: Everyone
Convex is back: \\ Solving Belief MDPs via Convexity-Informed Deep Reinforcement Learning
Daniel Koutas, Daniel Hettegger, Kostas G. Papakonstantinou, Daniel Straub
- 17 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
In-batch Ensemble Drafting: Toward Fast and Robust Speculative Decoding for Multimodal Language Models
Minjae Lee, Wonjun Kang, Minghao Yan, Christian Classen, Hyung Il Koo, Kangwook Lee
- 17 Sept 2024 (modified: 14 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Rethinking the "Heatmap + Monte Carlo Tree Search'' Paradigm for Solving Large Scale TSP
Xuanhao Pan, Chenguang Wang, Chaolong Ying, Ye XUE, Tianshu Yu
- 17 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
OOD-Chameleon: Is Algorithm Selection for OOD Generalization Learnable?
Liangze Jiang, Damien Teney
- 17 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Benchmarking Antimicrobial Peptide Identification with Sequence and Structure Representation
Haifan Gong, Boyao Wan, Yue Wang, Xiaojuan Li, Yanqing Li
- 17 Sept 2024 (modified: 13 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Supervised Pre-training for Unsupervised Product-Patent Image Retrieval
Haifan Gong, Xuanye Zhang, Ruifei Zhang, Zhuo Li, Yuhao Du, Xiang Wan, Anningzhe Gao, Haofeng Li
- 17 Sept 2024 (modified: 13 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
From Generalist to Specialist: Adapting Vision Language Models via Task-Specific Visual Instruction Tuning
Yang bai, Yang Zhou, Jun Zhou, Rick Siow Mong Goh, Daniel Shu Wei Ting, Yong Liu
- 17 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Exploring the Design Space of Autoregressive Models for Efficient and Scalable Image Generation
Yi Xin, Le Zhuo, Qin Qi, Binglei Li, Xu Guo, Siqi Luo, Chang Xu, Xiaohong Liu, Peng Gao
- 17 Sept 2024 (modified: 13 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Efficient and Context-Aware Label Propagation for Zero-/Few-Shot Training-Free Adaptation of Vision-Language Model
Yushu Li, Yongyi Su, Adam Goodge, Kui Jia, Xun Xu
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
AP-LDM: Attentive and Progressive Latent Diffusion Model for Training-Free High-Resolution Image Generation
Boyuan Cao, Jiaxin Ye, Yujie Wei, Hongming Shan
- 17 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Event-aided Dense and Continuous Point Tracking
Zhexiong Wan, Jianqin Luo, Yuchao Dai, Gim Hee Lee
- 17 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Methods with Local Steps and Random Reshuffling for Generally Smooth Non-Convex Federated Optimization
Yury Demidovich, Petr Ostroukhov, Grigory Malinovsky, Samuel Horváth, Martin Takáč, Peter Richtárik, Eduard Gorbunov
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Federated Learning Can Find Friends That Are Advantageous
Nazarii Tupitsa, Samuel Horváth, Martin Takáč, Eduard Gorbunov
- 17 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
From Risk to Uncertainty: Generating Predictive Uncertainty Measures via Bayesian Estimation
Nikita Kotelevskii, Vladimir Kondratyev, Martin Takáč, Eric Moulines, Maxim Panov
- Published: 22 Jan 2025, Last Modified: 17 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
A Neural Material Point Method for Particle-based Simulations
Omer Rochman-Sharabi, Sacha Lewin, Gilles Louppe
- 17 Sept 2024 (modified: 02 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Timer-XL: Long-Context Transformers for Unified Time Series Forecasting
Yong Liu, Guo Qin, Xiangdong Huang, Jianmin Wang, Mingsheng Long
- Published: 22 Jan 2025, Last Modified: 07 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Enhanced Semantic Alignment in Transformer Tracking via Position Learning and Force-Directed Attention
Mingyu Cao, Huibin Tan, Xueqiong Li, Wanrong Huang, Mengzhu Wang, houcheng su, Long Lan, Wenjing Yang
- 17 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
ConFIG: Towards Conflict-free Training of Physics Informed Neural Networks
Qiang Liu, Mengyu Chu, Nils Thuerey
- Published: 22 Jan 2025, Last Modified: 24 Mar 2025
- ICLR 2025 Spotlight
- Readers: Everyone