ICLR 2025 Conference Submissions

Soft Robot Assisted Human Normative Walking: Real Device Control via Reinforcement Learning Without a Simulator
Junmin Zhong, Emiliano Quinones Yumbla, Seyed Yousef Soltanian, Ruofan Wu, Wenlong Zhang, Jennie Si
- 26 Sept 2024 (modified: 24 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Can Neuron Activation be Predicted? A New Lens for Analyzing Transformer-based LLM
Haiyu Yan, Zhuocheng Gong, Ziyue Wang, Hongda Sun, Zhengtao Yu, Dongyan Zhao, Rui Yan
- 26 Sept 2024 (modified: 14 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
On-the-fly Preference Alignment via Principle-Guided Decoding
Mingye Zhu, Yi Liu, Lei Zhang, Junbo Guo, Zhendong Mao
- Published: 22 Jan 2025, Last Modified: 20 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Analysis of Linear Mode Connectivity via Permutation-Based Weight Matching: With Insights into Other Permutation Search Methods
Akira Ito, Masanori Yamada, Atsutoshi Kumagai
- Published: 22 Jan 2025, Last Modified: 01 Apr 2025
- ICLR 2025 Poster
- Readers: Everyone
Exploring Invariance in Images through One-way Wave Equations
Yinpeng Chen, Dongdong Chen, Xiyang Dai, Mengchen Liu, Yinan Feng, Youzuo Lin, Lu Yuan, Zicheng Liu
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
ConMix: Contrastive Mixup at Representation Level for Long-tailed Deep Clustering
Zhixin Li, Yuheng Jia
- Published: 22 Jan 2025, Last Modified: 11 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Rethinking end-to-end prediction of adsorption energies from a causal perspective
Xinyu Li, Zhen Zhang, Yuhang Liu, Anton van den Hengel, Javen Qinfeng Shi
- 26 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
ADePT: Adaptive Decomposed Prompt Tuning for Parameter-Efficient Fine-tuning
Pengwei Tang, Xiaolin Hu, Yong Liu
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Discrete Inversion: A Controllable Latent Space for Multinomial Diffusion and Masked Generative Models
Xiaoxiao He, Ligong Han, Quan Dao, Song Wen, Minhao Bai, Di Liu, Han Zhang, Felix Juefei-Xu, Chaowei Tan, Bo Liu, Martin Renqiang Min, Kang Li, Faez Ahmed, Akash Srivastava, Hongdong Li, Junzhou Huang, Dimitris N. Metaxas
- 26 Sept 2024 (modified: 30 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Protecting Minorities in Diffusion Models via Capacity Allocation
Feng Hong, Jiangchao Yao, Dongsheng Li, Ya Zhang, Yanfeng Wang
- 26 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives
Wang Qinsi, Jinghan Ke, Masayoshi Tomizuka, Kurt Keutzer, Chenfeng Xu
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Episodic Control-Based Adversarial Policy Learning in Two-player Competitive Games
Siyuan Chen, Fuyuan Zhang, Zhuo Li, Xiongfei Wu, Jianlang Chen, Pengzhan Zhao, Lei Ma, Jianjun Zhao
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Task-specific Meta-feature Selection for Few-shot Segmentation
Yuan Wang, Zhaoyang Li, Guoxin Xiong, Rui Sun, Tianzhu Zhang
- 26 Sept 2024 (modified: 13 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Transition Path Sampling with Improved Off-Policy Training of Diffusion Path Samplers
Kiyoung Seong, Seonghyun Park, Seonghwan Kim, Woo Youn Kim, Sungsoo Ahn
- Published: 22 Jan 2025, Last Modified: 06 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Clothing-disentangled 3D character generation from a single image
Junting Dong, Mingze Sun, Qi Fang, Yan-Pei Cao, Jingbo Wang, Bo Dai
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Cross Resolution Encoding-Decoding For Detection Transformers
Ashish Kumar, Jaesik Park
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Taming Overconfidence in LLMs: Reward Calibration in RLHF
Jixuan Leng, Chengsong Huang, Banghua Zhu, Jiaxin Huang
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
CMamba: Channel Correlation Enhanced State Space Models for Multivariate Time Series Forecasting
Chaolv Zeng, Zhanyu Liu, Guanjie Zheng, Linghe Kong
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
LW2G: Learning Whether to Grow for Prompt-based Continual Learning
qian feng, Da-Wei Zhou, Hanbin Zhao, Chao Zhang, Hui Qian
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Designing Concise ConvNets with Columnar Stages
Ashish Kumar, Jaesik Park
- Published: 22 Jan 2025, Last Modified: 01 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Trusted and Interactive Clustering for Time-Series Data
Chaoyu Gong, Yang You
- 26 Sept 2024 (modified: 26 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
The BabyView dataset: High-resolution egocentric videos of infants’ and young children’s everyday experiences
Bria Lorelle Long, Violet Xiang, Stefan Stojanov, Robert Z. Sparks, ZiYin, Grace Keene, Alvin Wei Ming Tan, Steven Y. Feng, Auddithio Nag, Chengxu Zhuang, Virginia A. Marchman, Daniel LK Yamins, Michael Frank
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
KAN: Kolmogorov–Arnold Networks
Ziming Liu, Yixuan Wang, Sachin Vaidya, Fabian Ruehle, James Halverson, Marin Soljacic, Thomas Y. Hou, Max Tegmark
- Published: 22 Jan 2025, Last Modified: 07 Apr 2025
- ICLR 2025 Oral
- Readers: Everyone
Open-Set Learning for Addressing Label Skews in One-Shot Federated Learning
Yiqun Diao, Xinqi qian, Qinbin Li, Bingsheng He
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Learning Under Multi-dimensional Domain Shifts: A Ensemble of Mixtures of Experts Approach
Aoxiao Zhong, Hao He, Cheng Chen, Dufan Wu, Quanzheng Li
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone