ICLR 2025 Conference Submissions

On Uniform, Bayesian, and PAC-Bayesian Deep Ensembles
Nick Hauptvogel, Christian Igel
- 25 Sept 2024 (modified: 19 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Universal Concavity-Aware Descent Rate for Optimizers
Akiva Block, Assaf Schuster
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
RNAinformer: Generative RNA Design with Tertiary Interactions
Sharat Patil, Frederic Runge, Jörg K.H. Franke, Frank Hutter
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
dnaGrinder: a lightweight and high-capacity genomic foundation model
Qihang Zhao, Chi ZHANG, Weixiong Zhang
- 25 Sept 2024 (modified: 26 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Overcoming label shift in targeted federated learning
Edvin Listo Zec, Adam Breitholtz, Fredrik D. Johansson
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Following the Human Thread in Social Navigation
Luca Scofano, Alessio Sampieri, Tommaso Campari, Valentino Sacco, Indro Spinelli, Lamberto Ballan, Fabio Galasso
- Published: 22 Jan 2025, Last Modified: 25 Feb 2025
- ICLR 2025 Spotlight
- Readers: Everyone
RD2Bench: Toward Data-Centric Automatic R&D
Haotian Chen, Xinjie Shen, Zeqi Ye, Wenjun Feng, Haoxue Wang, Xiao Yang, Xu Yang, Weiqing Liu, Jiang Bian
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Subequivariant Morphology-Behavior Co-Evolution in 3D Environments
Runfa Chen, Yulong Xia, Yunfei Xie, Kangyao Huang, Fuchun Sun, Huaping Liu, Tianyu Shi, Xinpeng Di, Jun Sun, Wenbing Huang
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Provable Robust Overfitting Mitigation in Wasserstein Distributionally Robust Optimization
Shuang Liu, Yihan Wang, Yifan Zhu, Yibo Miao, Xiao-Shan Gao
- Published: 22 Jan 2025, Last Modified: 13 May 2025
- ICLR 2025 Poster
- Readers: Everyone
Interpretable Dimensionality Reduction by Feature-preserving Manifold Approximation and Projection
Yang Yang, Hongjian Sun, Jialei Gong, Di Yu
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Fox-TTS: Scalable Flow Transformers for Expressive Zero-Shot Text to Speech
Fuming You, Lichao Zhang, Yuhao Luo, weishandeng, DONG XU, Yi Gao, bridgettesong, Xutongni, Kai Xu, Hu Haifeng, Zhongqian Sun, Zhou Zhao
- 25 Sept 2024 (modified: 24 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
AVG-LLaVA: A Large Multimodal Model with Adaptive Visual Granularity
Zhibin Lan, Liqiang Niu, Fandong Meng, Wenbo Li, Jie Zhou, Jinsong Su
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Synergizing Motion and Appearance: Multi-Scale Compensatory Codebooks for Talking Head Video Generation
Shuling Zhao, Fa-Ting Hong, Xiaoshui Huang, Dan Xu
- 25 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
AMSC: Adaptive Multi-Dimensional Structured Compression with Theoretical Guarantees
Zhiyao Tan, Jiujun He, Huazhen Lin
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Re-TASK: Revisiting LLM Tasks from Capability, Skill, and Knowledge Perspectives
Zhihu Wang, Shiwan Zhao, Yu Wang, Heyuan Huang, Sitao Xie, Yubo Zhang, Jiaxin Shi, Zhixing Wang, Hongyan Li, Junchi Yan
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Don't flatten, tokenize! Unlocking the key to SoftMoE's efficacy in deep RL
Ghada Sokar, Johan Samir Obando Ceron, Aaron Courville, Hugo Larochelle, Pablo Samuel Castro
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Spotlight
- Readers: Everyone
Self-predictive Mamba: Improving Multi-agent Reinforcement Learning with Self-predictive Encoding
Zhaohan Feng, Runqing Wang, Boxuan Zhang, Jian Sun, Fang Deng, Gang Wang
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Direct Distributional Optimization for Provable Alignment of Diffusion Models
Ryotaro Kawata, Kazusato Oko, Atsushi Nitanda, Taiji Suzuki
- Published: 22 Jan 2025, Last Modified: 06 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
MOOSE-Chem: Large Language Models for Rediscovering Unseen Chemistry Scientific Hypotheses
Zonglin Yang, Wanhao Liu, Ben Gao, Tong Xie, Yuqiang Li, Wanli Ouyang, Soujanya Poria, Erik Cambria, Dongzhan Zhou
- Published: 22 Jan 2025, Last Modified: 18 May 2025
- ICLR 2025 Poster
- Readers: Everyone
AnyTouch: Learning Unified Static-Dynamic Representation across Multiple Visuo-tactile Sensors
Ruoxuan Feng, Jiangyu Hu, Wenke Xia, TianciGao, Ao Shen, Yuhao Sun, Bin Fang, Di Hu
- Published: 22 Jan 2025, Last Modified: 11 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Generating Model Parameters for Controlling: Parameter Diffusion for Controllable Multi-Task Recommendation
Chenglei Shen, Jiahao Zhao, Xiao Zhang, Weijie Yu, Ming He, Jianping Fan
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Dynamic Influence Tracker: Estimating Sample Influence in SGD-Trained Models across Arbitrary Time Windows
Jie Xu, Zihan Wu
- 25 Sept 2024 (modified: 01 May 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Optimal Flow Transport and its Entropic Regularization: a GPU-friendly Matrix Iterative Algorithm for Flow Balance Satisfaction
Liangliang Shi, Yufeng Li, Kaipeng Zeng, Yihui Tu, Junchi Yan
- Published: 22 Jan 2025, Last Modified: 05 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Exploring The Forgetting in Adversarial Training: A Novel Method for Enhancing Robustness
Xianglu Wang, Hu Ding
- Published: 22 Jan 2025, Last Modified: 09 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Do Influence Functions Work on Large Language Models?
Zhe Li, Wei Zhao, Yige Li, Jun Sun
- 25 Sept 2024 (modified: 29 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone