ICLR 2025 Conference Submissions

Robust Representation Consistency Model via Contrastive Denoising
Jiachen Lei, Julius Berner, Jiongxiao Wang, Zhongzhu Chen, Chaowei Xiao, Zhongjie Ba, Kui Ren, Jun Zhu, Anima Anandkumar
- Published: 22 Jan 2025, Last Modified: 01 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
CtD: Composition through Decomposition in Emergent Communication
Boaz Carmeli, Ron Meir, Yonatan Belinkov
- Published: 22 Jan 2025, Last Modified: 13 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Learning from Demonstration with Implicit Nonlinear Dynamics Models
Peter David Fagan, Subramanian Ramamoorthy
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Dynamic Weighting: Exploiting the Potential of a Single Weight Across Different Modes
Junbin Zhuang, Yunyi Yan, Baolong Guo
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
OSDA Agent: Leveraging Large Language Models for De Novo Design of Organic Structure Directing Agents
Zhaolin Hu, Yixiao Zhou, Zhongan Wang, Xin Li, Weimin Yang, Hehe Fan, Yi Yang
- Published: 22 Jan 2025, Last Modified: 17 May 2025
- ICLR 2025 Spotlight
- Readers: Everyone
LASER: Script Execution by Autonomous Agents for On-demand Traffic Simulation
Hao Gao, Yunpeng Huang, Jingwei Xu, Taolue Chen, Xiaoxing Ma
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Image registration is a geometric deep learning task
Vasiliki Sideri-Lampretsa, Nil Stolt-Ansó, Julian McGinnis, Huaqi Qiu, Martin J. Menten, Daniel Rueckert
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Geometry of Lightning Self-Attention: Identifiability and Dimension
Nathan W. Henry, Giovanni Luca Marchetti, Kathlén Kohn
- Published: 22 Jan 2025, Last Modified: 19 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Mask-Guided Video Generation: Enhancing Motion Control and Quality with Limited Data
SiCong Feng, Li Peng, Jielong Yang
- 24 Sept 2024 (modified: 26 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
DC-PINNs: Physics-Informed Neural Networks for Solving Derivative-Constrained PDEs
Kentaro Hoshisashi, Carolyn E. Phelan, Paolo Barucca
- 24 Sept 2024 (modified: 25 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Safe Reinforcement Learning in Black-Box Environments via Adaptive Shielding
Daniel Bethell, Simos Gerasimou, Radu Calinescu, Calum Imrie
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
ReDeEP: Detecting Hallucination in Retrieval-Augmented Generation via Mechanistic Interpretability
ZhongXiang Sun, Xiaoxue Zang, Kai Zheng, Jun Xu, Xiao Zhang, Weijie Yu, Yang Song, Han Li
- Published: 22 Jan 2025, Last Modified: 19 Feb 2025
- ICLR 2025 Spotlight
- Readers: Everyone
DOME: Taming Diffusion Model into High-Fidelity Controllable Occupancy World Model
songen gu, Wei Yin, Bu Jin, Xiaoyang Guo, Junming Wang, Haodong LI, Qian Zhang, Xiaoxiao Long
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
PharmacoMatch: Efficient 3D Pharmacophore Screening via Neural Subgraph Matching
Daniel Rose, Oliver Wieder, Thomas Seidel, Thierry Langer
- Published: 22 Jan 2025, Last Modified: 27 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
OscillationInversion: Understand the structure of Large Flow Model through the Lens of Inversion Method
Yan Zheng, Zhenxiao Liang, Xiaoyan Cong, Yuehao Wang, Peihao Wang, Lanqing Guo, Zhangyang Wang
- 24 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Improving Multi-modal Large Language Model through Boosting Vision Capabilities
Yanpeng Sun, Huaxin Zhang, Xinyu Zhang, Qiang Chen, Nong Sang, Gang Zhang, Jingdong Wang, Zechao Li
- 24 Sept 2024 (modified: 23 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
CLIP-to-Seg Distillation for Inductive Zero-shot Semantic Segmentation
Jialei Chen, Daisuke Deguchi, Chenkai ZHANG, Xu Zheng, Hiroshi Murase, Qi Fan
- 24 Sept 2024 (modified: 13 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Deep Bayesian Filter for Bayes-Faithful Data Assimilation
Yuta Tarumi, Keisuke Fukuda, Shin-ichi Maeda
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Auxiliary-Loss-Free Load Balancing Strategy for Mixture-of-Experts
Lean Wang, Huazuo Gao, Chenggang Zhao, Xu Sun, Damai Dai
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Moirai-MoE: Empowering Time Series Foundation Models with Sparse Mixture of Experts
Xu Liu, Juncheng Liu, Gerald Woo, Taha Aksu, Yuxuan Liang, Roger Zimmermann, Chenghao Liu, Silvio Savarese, Caiming Xiong, Doyen Sahoo
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Semantic-Centric Alignment for Zero-shot Panoptic and Semantic Segmentation
Jialei Chen, Qi Fan, Daisuke Deguchi, Chenkai ZHANG, Xu Zheng, Hiroshi Murase
- 24 Sept 2024 (modified: 13 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Can We Predict Performance of Large Models across Vision-Language Tasks?
Qinyu Zhao, Ming Xu, Kartik Gupta, Akshay Asthana, Liang Zheng, Stephen Gould
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Balancing Token Efficiency and Structural Accuracy in LLMs Image Generation by Combining VQ-VAE and Diffusion Tokenizers
Yongqian Li, Yong Luo, Bo Du, Zhennan Meng, NiDong Wang, Yunlin Chen, Zhifei Li
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Wasn’t Me: Enabling Users to Falsify Deepfake Attacks
Tal Reiss, Bar Cavia, Yedid Hoshen
- 24 Sept 2024 (modified: 14 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Rethinking Graph Super-Resolution: Dual Frameworks for Topological Fidelity
Pragya Singh, Islem Rekik
- 24 Sept 2024 (modified: 03 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone