ICLR 2025 Conference Submissions

Fine-Tuning Attention Modules Only: Enhancing Weight Disentanglement in Task Arithmetic
Ruochen Jin, Bojian Hou, Jiancong Xiao, Weijie J Su, Li Shen
- Published: 22 Jan 2025, Last Modified: 01 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Rethinking Self-Distillation: Label Averaging and Enhanced Soft Label Refinement with Partial Labels
Hyeonsu Jeong, Hye Won Chung
- Published: 22 Jan 2025, Last Modified: 21 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Natural Language Inference Improves Compositionality in Vision-Language Models
Paola Cascante-Bonilla, Yu Hou, Yang Trista Cao, Hal Daumé III, Rachel Rudinger
- Published: 22 Jan 2025, Last Modified: 27 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
KAA: Kolmogorov-Arnold Attention for Enhancing Attentive Graph Neural Networks
Taoran Fang, Tianhong Gao, Chunping Wang, YihaoShang, Wei Chow, Lei CHEN, Yang Yang
- Published: 22 Jan 2025, Last Modified: 11 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Isometric Regularization for Manifolds of Functional Data
Hyeongjun Heo, Seonghun Oh, Jae Yong Lee, Young Min Kim, Yonghyeon Lee
- Published: 22 Jan 2025, Last Modified: 24 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Stochastic Diffusion: A Diffusion Based Model for Stochastic Time Series Forecasting
Yuansan Liu, Sudanthi Wijewickrema, Dongting Hu, Christofer Bester, Stephen O'Leary, James Bailey
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Long-LRM: Long-sequence Large Reconstruction Model for Wide-coverage Gaussian Splats
Chen Ziwen, Hao Tan, Kai Zhang, Sai Bi, Fujun Luan, Yicong Hong, Fuxin Li, Zexiang Xu
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Point Cloud Dataset Distillation
Deyu Bo, Xinchao Wang
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Entropy-Based Aggregation for Fair and Effective Federated Learning
Lin Wang, Zhichao Wang, Ye Shi, Sai Praneeth Karimireddy, Xiaoying Tang
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
$\lambda$-SecAgg: Partial Vector Freezing for Lightweight Secure Aggregation in Federated Learning
Siqing Zhang, Wei Sun, Yong Liao, Peng Yuan Zhou
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Personalize to generalize: Towards a universal medical multi-modality generalization through personalization
Zhaorui Tan, Xi Yang, Tan Pan, TIANYI LIU, Chen Jiang, Xin Guo, Qiufeng Wang, Anh Nguyen, Yuan Qi, Kaizhu Huang, Yuan Cheng
- 25 Sept 2024 (modified: 05 Nov 2024)
- ICLR 2025 Conference Desk Rejected Submission
- Readers: Everyone
Mora: Enabling Generalist Video Generation via A Multi-Agent Framework
Zhengqing Yuan, Yixin Liu, Yihan Cao, Weixiang Sun, Haolong Jia, Ruoxi Chen, Zhaoxu Li, Bin Lin, Li Yuan, Lifang He, Chi Wang, Yanfang Ye, Lichao Sun
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Dynamic Switching Teacher: How to Generalize Temporal Action Detection Models
Fangming Feng, Sihang Cai, Zirun Guo, Weicai Yan, Yangyang Wu, Zehan Wang, Xize Cheng, Tao Jin
- 25 Sept 2024 (modified: 13 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
PostEdit: Posterior Sampling for Efficient Zero-Shot Image Editing
Feng Tian, Yixuan Li, Yichao Yan, Shanyan Guan, Yanhao Ge, Xiaokang Yang
- Published: 22 Jan 2025, Last Modified: 14 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Robotic Programmer: Video Instructed Policy Code Generation for Robotic Manipulation
Senwei Xie, Hongyu Wang, Zhanqi Xiao, Ruiping Wang, Xilin Chen
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Range-Null Latent Prior-guided Consistency Model for Low Light Image Enhancement
Jiangwei Weng, Ze-dong Zhang, Wenxuan Fang, Ying Tai, Jianjun Qian, Jian Yang, Jun Li
- 25 Sept 2024 (modified: 03 Mar 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
The Benefit of Being Bayesian in Online Conformal Prediction
Zhiyu Zhang, Zhou Lu, Heng Yang
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
CLIP-LAD: Unleash the Potential of CLIP for Few-shot Logical Anomaly Detection
Guodong Wang, Yunhong Wang, Jinjin Zhang, Yizhou jin, Xiuguo Bao, Di Huang
- 25 Sept 2024 (modified: 13 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Cross-Modal Safety Mechanism Transfer in Large Vision-Language Models
Shicheng Xu, Liang Pang, Yunchang Zhu, Huawei Shen, Xueqi Cheng
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Neuron-level Balance between Stability and Plasticity in Deep Reinforcement Learning
Jiahua Lan, Sen Zhang, Ruijun Liu, Haixia Pan, Dacheng Tao
- 25 Sept 2024 (modified: 25 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
RefactorBench: Evaluating Stateful Reasoning in Language Agents Through Code
Dhruv Gautam, Spandan Garg, Jinu Jang, Neel Sundaresan, Roshanak Zilouchian Moghaddam
- Published: 22 Jan 2025, Last Modified: 26 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Connecting Solutions and Boundary Conditions/Parameters Directly: Solving PDEs in Real Time with PINNs
Bo Liu, Yujia Liu, Tongtong Yuan, Yu Meng, Yan Li
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
On Erroneous Agreements of CLIP Image Embeddings
Siting Li, Pang Wei Koh, Simon Shaolei Du
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Neural Symbolic Regression of Complex Network Dynamics
Haiquan Qiu, Shuzhi Liu, Yong Li, Quanming Yao
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
SensorLLM: Aligning Large Language Models with Motion Sensors for Human Activity Recognition
Zechen Li, Shohreh Deldari, Linyao Chen, Hao Xue, Flora D. Salim
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone