ICLR 2025 Conference Submissions

I2VControl-Camera: Precise Video Camera Control with Adjustable Motion Strength
Wanquan Feng, Jiawei Liu, Pengqi Tu, Tianhao Qi, Mingzhen Sun, Tianxiang Ma, Songtao Zhao, SiYu Zhou, Qian HE
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
BinaryDM: Accurate Weight Binarization for Efficient Diffusion Models
Xingyu Zheng, Xianglong Liu, Haotong Qin, Xudong Ma, Mingyuan Zhang, Haojie Hao, Jiakai Wang, Zixiang Zhao, Jinyang Guo, Michele Magno
- Published: 22 Jan 2025, Last Modified: 15 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
$\texttt{MirrorCheck}$ : Efficient Adversarial Defense for Vision-Language Models
Samar Fares, Klea Ziu, Toluwani Aremu, Nikita Durasov, Martin Takáč, Pascal Fua, Karthik Nandakumar, Ivan Laptev
- 19 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
LongWriter: Unleashing 10,000+ Word Generation from Long Context LLMs
Yushi Bai, Jiajie Zhang, Xin Lv, Linzhi Zheng, Siqi Zhu, Lei Hou, Yuxiao Dong, Jie Tang, Juanzi Li
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Dynamic Multimodal Evaluation with Flexible Complexity by Vision-Language Bootstrapping
Yue Yang, Shuibo Zhang, Kaipeng Zhang, Yi Bin, Yu Wang, Ping Luo, Wenqi Shao
- Published: 22 Jan 2025, Last Modified: 08 Apr 2025
- ICLR 2025 Oral
- Readers: Everyone
OccVAR: Scalable 4D Occupancy Prediction via Next-Scale Prediction
Bu Jin, Xiaotao Hu, songen gu, Yupeng Zheng, Xiaoyang Guo, Qian Zhang, Yao Yao, Diming Zhang, Xiaoxiao Long, Wei Yin
- 19 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
ROOT DEFENCE STRATEGIES: ENSURING SAFETY OF LLM AT THE DECODER LEVEL
Xinyi Zeng, Yuying Shang, Yutao Zhu, Xiao Yang, Jiawei Chen, Yu Tian
- 19 Sept 2024 (modified: 02 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
DrivingWorld: Constructing World Model for Autonomous Driving via Video GPT
Xiaotao Hu, Wei Yin, Mingkai Jia, Junyuan Deng, Xiaoyang Guo, Qian Zhang, Xiaoxiao Long, Ping Tan
- 19 Sept 2024 (modified: 13 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Choices are More Important than Efforts: LLM Enables Efficient Multi-Agent Exploration
Yun Qu, Boyuan Wang, Yuhang Jiang, Jianzhun Shao, Yixiu Mao, Chang Liu, Cheems Wang, Xiangyang Ji
- 19 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
UI-Pro: A Hidden Recipe for Building Vision-Language Models for GUI Grounding
Hongxin Li, Jingran Su, Jingfan CHEN, Yuntao Chen, Qing Li, Zhaoxiang Zhang
- 19 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Saturn: Sample-efficient Generative Molecular Design using Memory Manipulation
Jeff Guo, Philippe Schwaller
- 19 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
GROOT-2: Weakly Supervised Multimodal Instruction Following Agents
Shaofei Cai, Bowei Zhang, Zihao Wang, Haowei Lin, Xiaojian Ma, Anji Liu, Yitao Liang
- Published: 22 Jan 2025, Last Modified: 11 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
From Pixels to Tokens: Revisiting Object Hallucinations in Large Vision-Language Models
Yuying Shang, Xinyi Zeng, Yutao Zhu, Xiao Yang, Zhengwei Fang, Jingyuan Zhang, Jiawei Chen, Zinan Liu, Yu Tian
- 19 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Knowledge Lift Alignment Fine Tuning
Noriaki Kawamae
- 19 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
SurfDesign: Effective Protein Design on Molecular Surfaces
Fang Wu, Shuting Jin, Jianmin Wang, Zerui Xu, xiangxiang Zeng, Jinbo Xu, Brian Hie
- 19 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
SAN-Diff: Structure-aware noise for super-resolution diffusion model
Chengcheng Wang, Zhiwei Hao, Yehui Tang, Jianyuan Guo, Yujie Yang, Chang Xu, Kai Han, Yunhe Wang
- 19 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
CTV-FAS: Compensate Texts with Visuals for Generalizable Face Anti-spoofing
Xudong Wang, Jiamu Sun, Ke-Yue Zhang, Taiping Yao, Shouhong Ding, Pingyang Dai, Liujuan Cao
- 19 Sept 2024 (modified: 27 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Medium-Difficulty Samples Constitute Smoothed Decision Boundary for Knowledge Distillation on Pruned Datasets
Yudong Chen, Xuwei Xu, Frank de Hoog, Jiajun Liu, Sen Wang
- Published: 22 Jan 2025, Last Modified: 21 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
SliM-LLM: Salience-Driven Mixed-Precision Quantization for Large Language Models
Wei Huang, Haotong Qin, Yangdong Liu, Yawei Li, Qinshuo Liu, Xianglong Liu, Luca Benini, Michele Magno, Shiming Zhang, XIAOJUAN QI
- 19 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Identify Dominators: The Key To Improve Large-Scale Maximum Inner Product Search
Tingyang Chen, Cong Fu, Xiangyu Ke, Yunjun Gao, Yabo Ni, Anxiang Zeng
- 19 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Mixture Compressor for Mixture-of-Experts LLMs Gains More
Wei Huang, Yue Liao, Jianhui Liu, Ruifei He, Haoru Tan, Shiming Zhang, Hongsheng Li, Si Liu, XIAOJUAN QI
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Learning K-U-Net in Constant Complexity with Application to Time Series Forecasting
Jiang You, Arben Cela, René Natowicz, Jacob Ouanounou, Patrick SIARRY
- 19 Sept 2024 (modified: 22 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
DeFoG: Defogging Discrete Flow Matching for Graph Generation
Yiming QIN, Manuel Madeira, Dorina Thanou, Pascal Frossard
- 19 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Granularity Matters in Long-Tail Learning
Shizhen Zhao, Xin Wen, Jiahui Liu, Chuofan Ma, Chunfeng Yuan, XIAOJUAN QI
- 19 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
M3CoL: Harnessing Shared Relations via Multimodal Mixup Contrastive Learning for Multimodal Classification
Raja Kumar, Raghav Singhal, Pranamya Prashant Kulkarni, Deval Mehta, Kshitij Sharad Jadhav
- 19 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone