ICLR 2025 Conference Submissions

Learning to (Learn at Test Time): RNNs with Expressive Hidden States
Yu Sun, Xinhao Li, Karan Dalal, Jiarui Xu, Arjun Vikram, Genghan Zhang, Yann Dubois, Xinlei Chen, Xiaolong Wang, Sanmi Koyejo, Tatsunori Hashimoto, Carlos Guestrin
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Memory-Efficient Self-Supervised Contrastive Learning with a Supervised Loss
Eric Gan, Baharan Mirzasoleiman
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Conditional LoRA Parameter Generation
Xiaolong Jin, Kai Wang, Dongwen Tang, Wangbo Zhao, YuKun Zhou, Junshu Tang, Yang You
- 26 Sept 2024 (modified: 14 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Temporal Difference Learning: Why It Can Be Fast and How It Will Be Faster
Patrick Schnell, Luca Guastoni, Nils Thuerey
- Published: 22 Jan 2025, Last Modified: 17 May 2025
- ICLR 2025 Poster
- Readers: Everyone
Distributional Sobolev reinforcement learning
Baptiste Debes, Tinne Tuytelaars
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
MMTryon: Multi-Modal Multi-Reference Control for High-Quality Fashion Generation
xujie zhang, Lin ente, Xiu Li, Yuxuan Luo, Xin Dong, Michael Kampffmeyer, Xiaodan Liang
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
OCCAM: Towards Cost-Efficient and Accuracy-Aware Classification Inference
Dujian Ding, Bicheng Xu, Laks V. S. Lakshmanan
- Published: 22 Jan 2025, Last Modified: 06 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Objective Soups: Multilingual Multi-Task Acoustic Modeling for Automatic Speech Recognition
A F M Saif, Lisha Chen, Xiaodong Cui, Songtao Lu, Brian Kingsbury, Tianyi Chen
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Machine Unlearning via Simulated Oracle Matching
Kristian Georgiev, Roy Rinberg, Sung Min Park, Shivam Garg, Andrew Ilyas, Aleksander Madry, Seth Neel
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
TAVRNN: Temporal Attention-enhanced Variational Graph RNN Captures Neuronal Dynamics and Behavior
Moein Khajehnejad, Forough Habibollahi, Ahmad Khajehnejad, Brett Joseph Kagan, Adeel Razi
- 25 Sept 2024 (modified: 22 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
DEEM: Diffusion models serve as the eyes of large language models for image perception
Run Luo, Yunshui Li, Longze Chen, Wanwei He, Ting-En Lin, Ziqiang Liu, Lei Zhang, Zikai Song, Hamid Alinejad-Rokny, Xiaobo Xia, Tongliang Liu, Binyuan Hui, Min Yang
- Published: 22 Jan 2025, Last Modified: 20 May 2025
- ICLR 2025 Spotlight
- Readers: Everyone
Discovering Clone Negatives via Adaptive Contrastive Learning for Image-Text Matching
Renjie Pan, Jihao Dong, Hua Yang
- Published: 22 Jan 2025, Last Modified: 14 May 2025
- ICLR 2025 Poster
- Readers: Everyone
ChaosEater: Fully Automating Chaos Engineering with Large Language Models
Daisuke Kikuta, Hiroki Ikeuchi, Kengo Tajiri, Yuusuke Nakano
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
EmbodiedSAM: Online Segment Any 3D Thing in Real Time
Xiuwei Xu, Huangxing Chen, Linqing Zhao, Ziwei Wang, Jie Zhou, Jiwen Lu
- Published: 22 Jan 2025, Last Modified: 15 Feb 2025
- ICLR 2025 Oral
- Readers: Everyone
Inter-Environmental World Modeling for Continuous and Compositional Dynamics
Kohei Hayashi, Masanori Koyama, Julian Jorge Andrade Guerreiro
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Conformal Structured Prediction
Botong Zhang, Shuo Li, Osbert Bastani
- Published: 22 Jan 2025, Last Modified: 17 May 2025
- ICLR 2025 Poster
- Readers: Everyone
Global Well-posedness and Convergence Analysis of Score-based Generative Models via Sharp Lipschitz Estimates
Connor Mooney, Zhongjian Wang, Jack Xin, Yifeng Yu
- Published: 22 Jan 2025, Last Modified: 11 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Learning Efficient Representations of Neutrino Telescope Events
Felix J. Yu, Nicholas Kamp, Carlos A. Argüelles
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Automated Black-box Prompt Engineering for Personalized Text-to-Image Generation
Yutong He, Alexander Robey, Naoki Murata, Yiding Jiang, Joshua Nathaniel Williams, George J. Pappas, Hamed Hassani, Yuki Mitsufuji, Russ Salakhutdinov, J Zico Kolter
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Optimal Client Training in Federated Learning with Deep Reinforcement Learning
Ali Murad, Bo Hui, Wei-Shinn Ku
- 25 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
GRE Score: Generative Risk Evaluation for Large Language Models
ZAITANG LI, Mohamed MOUHAJIR, Pin-Yu Chen, Tsung-Yi Ho
- 25 Sept 2024 (modified: 23 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Efficient optimization with orthogonality constraint: a randomized Riemannian submanifold method
Andi Han, Pierre-Louis Poirion, Akiko Takeda
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
TabUnite: Efficient Encoding Schemes for Flow and Diffusion Tabular Generative Models
Jacob Si, Zijing Ou, Mike Qu, Yingzhen Li
- 25 Sept 2024 (modified: 12 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Learning to Plan with Personalized Preferences
Manjie Xu, Xinyi Yang, Wei Liang, Chi Zhang, Yixin Zhu
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Tree Search for Simultaneous Move Games via Equilibrium Approximation
Ryan J Yu, Alex Olshevsky, Peter Chin
- 25 Sept 2024 (modified: 28 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone