ICLR 2025 Conference Submissions

YOLO-RD: Introducing Relevant and Compact Explicit Knowledge to YOLO by Retriever-Dictionary
Hao-Tang Tsui, Chien-Yao Wang, Hong-Yuan Mark Liao
- Published: 22 Jan 2025, Last Modified: 28 Apr 2025
- ICLR 2025 Poster
- Readers: Everyone
Vividportraits: Face Parsing Guided Portrait Animation
Xuze Tian, Jinshan Zhang, Tao Jiang, Boxi Wu, Meng Xi, Zejian Li, Jianwei Yin
- 23 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Enhancing Performance of Multilayer Perceptrons by Knot-Gathering Initialization
Kuangdai Leng, Jia Bi, Jaehoon Cha, Samuel Pinilla, Keith T. Butler, Adrian D Hillier, Jeyan Thiyagalingam
- 23 Sept 2024 (modified: 26 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Towards Understanding Why FixMatch Generalizes Better Than Supervised Learning
Jingyang Li, Jiachun Pan, Vincent Y. F. Tan, Kim-chuan Toh, Pan Zhou
- Published: 22 Jan 2025, Last Modified: 25 Feb 2025
- ICLR 2025 Oral
- Readers: Everyone
The Role of Deductive and Inductive Reasoning in Large Language Models
Chengkun Cai, Xu Zhao, Haoliang Liu, Zhongyu Jiang, Tianfang Zhang, Zongkai Wu, Jenq-Neng Hwang, Lei Li
- 23 Sept 2024 (modified: 22 Mar 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Unleashing the Information Flow: Graph Neural Networks are Noisy Communication Channels
Zinuo You, Jin Zheng, John Cartlidge
- 23 Sept 2024 (modified: 06 May 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Implicit Bias in Matrix Factorization and its Explicit Realization in a new Architecture
YIKUN HOU, Suvrit Sra, Alp Yurtsever
- 23 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Active In-Context Learning: Enhancing the Generalization of Large Multimodal Models
Fan Wang, Zhongyi Han, Guanglin Zhou, Rundong He, Hao Sun, Yicong Dong, Wan su, Xin Gao, Yilong Yin
- 23 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Group Diffusion Transformers are Unsupervised Multitask Learners
Lianghua Huang, Wei Wang, Zhi-Fan Wu, Huanzhang Dou, Yupeng Shi, Yutong Feng, Chen Liang, Yu Liu, Jingren Zhou
- 23 Sept 2024 (modified: 18 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Representation learning for financial time series forecasting
Antony Krymski, Paul Alexander Bilokon, Tom Davison
- 23 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Tex4D: Zero-shot 4D Scene Texturing with Video Diffusion Models
Jingzhi Bao, Xueting Li, Ming-Hsuan Yang
- 23 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining
Dongyang Liu, Shitian Zhao, Le Zhuo, Weifeng Lin, Yu Qiao, Hongsheng Li, Peng Gao
- 23 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Mitigating Generative Privacy Risks of Diffusion Models via Mixed Self-Synthesized Data Fine-tuning
Yilei Jiang, Jiaming Han, Xiangyu Yue
- 23 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Understanding Scale Shift in Domain Generalization for Crowd Localization
Juncheng Wang, Lei Shang, Ziqi Liu, wanglu, Zhe Hu, Xixu HU, Shujun Wang
- 23 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Block-Attention for Efficient Prefilling
Dongyang Ma, Yan Wang, Tian Lan
- Published: 22 Jan 2025, Last Modified: 27 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Uncertainty modeling for fine-tuned implicit functions
Anna Susmelj, Mael Macuglia, Natasa Tagasovska, Reto Sutter, Sebastiano Caprara, Jean-Philippe Thiran, Ender Konukoglu
- Published: 22 Jan 2025, Last Modified: 21 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Learning Mask Invariant Mutual Information for Masked Image Modeling
Tao Huang, Yanxiang Ma, Shan You, Chang Xu
- Published: 22 Jan 2025, Last Modified: 27 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
COOL: Efficient and Reliable Chain-Oriented Objective Logic with Neural Networks Feedback Control for Program Synthesis
Jipeng Han
- 23 Sept 2024 (modified: 13 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
How to Build a Pre-trained Multimodal model for Simultaneously Chatting and Decision-making?
Zuojin Tang, Bin Hu, Chenyang Zhao, De Ma, Gang Pan, Bin Liu
- 23 Sept 2024 (modified: 29 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Exact linear-rate gradient descent: optimal adaptive stepsize theory and practical use
Yifan Ran
- 23 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
UniRestore3D: A Scalable Framework For General Shape Restoration
Yuang Wang, Yujian Zhang, Sida Peng, Xingyi He, Haoyu Guo, Yujun Shen, Hujun Bao, Xiaowei Zhou
- Published: 22 Jan 2025, Last Modified: 14 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Painting with Words: Elevating Detailed Image Captioning with Benchmark and Alignment Learning
Qinghao Ye, Xianhan Zeng, Fu Li, Chunyuan Li, Haoqi Fan
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
LLaMA-Omni: Seamless Speech Interaction with Large Language Models
Qingkai Fang, Shoutao Guo, Yan Zhou, Zhengrui Ma, Shaolei Zhang, Yang Feng
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Phase Transitions in the Output Distribution of Large Language Models
Julian Arnold, Flemming Holtorf, Frank Schäfer, Niels Lörch
- 23 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Debiasing Text-to-image Diffusion Models with Self-discovering Latent Directions
Yilei Jiang, Wei-Hong Li, Yiyuan Zhang, Minghong Cai, Xiangyu Yue
- 23 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone