ICLR 2025 Conference Submissions

Diffusion-Based Offline RL for Improved Decision-Making in Augmented Single ARC Task
Yunho Kim, Jaehyun Park, Heejun Kim, Sejin Kim, Byung-Jun Lee, Sundong Kim
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
RecFlow: An Industrial Full Flow Recommendation Dataset
Qi Liu, Kai Zheng, Rui Huang, Wuchao Li, Kuo Cai, Yuan Chai, Yanan Niu, Yiqun Hui, Bing Han, Na Mou, Hongning Wang, Wentian Bao, Yun En Yu, Guorui Zhou, Han Li, Yang Song, Defu Lian, Kun Gai
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Zero-Shot Offline Imitation Learning via Optimal Transport
Thomas Rupf, Marco Bagatella, Nico Gürtler, Jonas Frey, Georg Martius
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Secure Diffusion Model Unlocked: Efficient Inference via Score Distillation
Jaeyun Song, Geondo Park, Uigyu Kim, Eunho Yang
- 27 Sept 2024 (modified: 20 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Beyond Markov Assumption: Improving Sample Efficiency in MDPs by Historical Augmentation
Tianyi Huang, Zhiling Cai, Xiaolong Qin, Xin Yuan
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Object-Aware Audio-Visual Sound Generation
Tingle Li, Baihe Huang, Xiaobin Zhuang, Dongya Jia, Jiawei Chen, Yuping Wang, Gopala Anumanchipalli, Zhuo Chen, Yuxuan Wang
- 27 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Offline Hierarchical Reinforcement Learning via Inverse Optimization
Carolin Schmidt, Daniele Gammelli, James Harrison, Marco Pavone, Filipe Rodrigues
- Published: 22 Jan 2025, Last Modified: 14 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Why Barlow Twins Work: The Critical Role of Normalization and Its Link to Sample Contrastive Learning
Hans-Oliver Hansen, Marius Jahrens, Thomas Martinetz
- 27 Sept 2024 (modified: 22 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Improving Uncertainty Quantification in Large Language Models via Semantic Embeddings
Yashvir Singh Grewal, Edwin V. Bonilla, Thang D Bui
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Evaluating Single-Cell Foundation Models for Cell Retrieval
Yimin Fan, Lee KinHei, Khachatur Dallakyan, Xuesong Wang, Yixuan Wang, Licheng Zong, Yu Li
- 27 Sept 2024 (modified: 22 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
QA-Calibration of Language Model Confidence Scores
Putra Manggala, Atalanti A. Mastakouri, Elke Kirschbaum, Shiva Kasiviswanathan, Aaditya Ramdas
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Measurement information multiple-reuse allows deeper quantum transformer
Cheng Xue, Zhao-Yun Chen, Xiao-Fan Xu, Xi-Ning Zhuang, Tai-Ping Sun, Yun-Jie Wang, Junchao Wang, Huan-Yu Liu, Yu-Chun Wu, Zilei Wang, Guo-Ping Guo
- 27 Sept 2024 (modified: 08 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
ExDBN: Exact learning of Dynamic Bayesian Networks
Pavel Rytíř, Aleš Wodecki, Georgios Korpas, Jakub Marecek
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
ARLON: Boosting Diffusion Transformers with Autoregressive Models for Long Video Generation
Zongyi Li, Shujie HU, Shujie LIU, Long Zhou, Jeongsoo Choi, Lingwei Meng, Xun Guo, Jinyu Li, Hefei Ling, Furu Wei
- Published: 22 Jan 2025, Last Modified: 21 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Grounding code understanding in step-by-step execution
David W. Zhang, Michaël Defferrard, Corrado Rainone, Roland Memisevic
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
The best of both worlds: Improved outcome prediction using causal structure learning
Nithya Bhasker, Susu Hu, Fiona R. Kolbinger, Gitta Kutyniok, Stefanie Speidel
- 27 Sept 2024 (modified: 28 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Vocabulary In-Context Learning in Transformers: Benefits of Positional Encoding
Qian Ma, Ruoxiang Xu, Yongqiang Cai
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Temporally coherent visualisation of time-dependent data
Alexander Modell
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Unified Music-Language Model for Symbolic and Waveform Integration
Teng Tu, Xiaohao Liu, Yunshan Ma, Ji Qi, Tat-Seng Chua
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Rethinking Shapley Value for Negative Interactions in Non-convex Games
Wonjoon Chang, Myeongjin Lee, Jaesik Choi
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
CellPainTR: Contrastive Batch Corrected Transformer for Large Scale Cell Painting
Cedric Caruzzo, Jong Chul Ye
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
CO-MOT: Boosting End-to-end Transformer-based Multi-Object Tracking via Coopetition Label Assignment and Shadow Sets
Feng yan, Weixin Luo, Yujie Zhong, Yiyang Gan, Lin Ma
- Published: 22 Jan 2025, Last Modified: 18 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Generating Equivalent Representations of Code By A Self-Reflection Approach
Jia Li, Ge Li, Lecheng Wang, Hao Zhu, Zhi Jin
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
What's New in My Data? Novelty Exploration via Contrastive Generation
Masaru Isonuma, Ivan Titov
- Published: 22 Jan 2025, Last Modified: 08 Apr 2025
- ICLR 2025 Poster
- Readers: Everyone
Adversarial Attacks as Near-Zero Eigenvalues in the Empirical Kernel of Neural Networks
Ouns El Harzli, Bernardo Cuenca Grau
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone