ICLR 2025 Conference Submissions

Learning to Ground VLMs without Forgetting
Aritra Bhowmik, Mohammad Mahdi Derakhshani, Dennis Koelma, Martin R. Oswald, Yuki M Asano, Cees G. M. Snoek
- 27 Sept 2024 (modified: 14 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Self-Supervised Pseudodata Filtering for Improved Replay with Sub-Optimal Generators
Mateusz Wasiluk, Mikkel Elle Lepperød, Kai Olav Ellefsen
- 27 Sept 2024 (modified: 25 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Learning Robust Representations for Medical Images via Unifying (Self-)Supervisions
Xiaoxuan He, Xufang Luo, Yifan Yang, XINYANG JIANG, Zilong Wang, Naoto Usuyama, Sheng Zhang, Hoifung Poon, Yuqing Yang, Dongsheng Li, Lili Qiu
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Edge-preserving noise for diffusion models
Jente Vandersanden, Sascha Holl, Xingchang Huang, Gurprit Singh
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Convolution goes higher-order: a biologically inspired mechanism empowers image classification.
Simone Azeglio, Olivier Marre, Peter Neri, Ulisse Ferrari
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
From GaLore to WeLore: How Low-Rank Weights Non-uniformly Emerge from Low-Rank Gradients
AJAY KUMAR JAISWAL, Lu Yin, Zhenyu Zhang, Shiwei Liu, Jiawei Zhao, Yuandong Tian, Zhangyang Wang
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Tighter Performance Theory of FedExProx
Wojciech Anyszka, Kaja Gruntkowska, Alexander Tyurin, Peter Richtárik
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Decision-making with speculative opponent model-aided value function factorization
Jing Sun, Cong Zhang, Zhiguang Cao, Wen Song
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Can Transformers Do Enumerative Geometry?
Baran Hashemi, Roderic Guigo Corominas, Alessandro Giacchetto
- Published: 22 Jan 2025, Last Modified: 01 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Intrinsic Explanation of Random Subspace Method for Enhanced Security Applications
Yanting Wang, Jinyuan Jia
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Error Slice Discovery via Manifold Compactness
Han Yu, Jiashuo Liu, Hao Zou, Renzhe Xu, Yue He, Xingxuan Zhang, Peng Cui
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Online Convex Optimization with Prediction Through Accelerated Gradient Descent
Junhui Zhang, Patrick Jaillet
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Interpretability-driven active feature acquisition in learning systems
Osman Berke Guney, Ketan Suhaas Saichandran, Karim Elzokm, Ziming Zhang, Vijaya B Kolachalama
- 27 Sept 2024 (modified: 11 Feb 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
AlphaIntegrator: Transformer Action Search for Symbolic Integration Proofs
Mert Unsal, Timon Gehr, Martin Vechev
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Large Language Models Assume People are More Rational than We Really are
Ryan Liu, Jiayi Geng, Joshua Peterson, Ilia Sucholutsky, Thomas L. Griffiths
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Learned Data Transformation: A Data-centric Plugin for Enhancing Time Series Forecasting
Yuxuan Yang, Dalin Zhang, Yuxuan Liang, Hua Lu, Gang Chen, Huan Li
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Small-to-Large Generalization: Training Data Influences Models Consistently Across Scale
Alaa Khaddaj, Logan Engstrom, Aleksander Madry
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
LoRA3D: Low-Rank Self-Calibration of 3D Geometric Foundation models
Ziqi Lu, Heng Yang, Danfei Xu, Boyi Li, Boris Ivanovic, Marco Pavone, Yue Wang
- Published: 22 Jan 2025, Last Modified: 27 Feb 2025
- ICLR 2025 Spotlight
- Readers: Everyone
Spatial-aware decision-making with ring attractors in Reinforcement Learning systems
Marcos Negre Saura, Richard Allmendinger, Theodore Papamarkou, Wei Pan
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Instance-Aware Graph Prompt Learning
Jiazheng Li, Jundong Li, Chuxu Zhang
- 27 Sept 2024 (modified: 21 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Decentralized Transformers with Centralized Aggregation are Sample-Efficient Multi-Agent World Models
Yang Zhang, Chenjia Bai, Bin Zhao, Junchi Yan, Xiu Li, Xuelong Li
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
GAQAT: Gradient-Adaptive Quantization-Aware Training for Domain Generalization
Jiacheng Jiang, Chen Tang, Yuan Meng, Han Yu, Qun Li, Zhi Wang, Wenwu Zhu
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Enhancing Logits Distillation with Plug&Play Kendall's $\tau$ Ranking Loss
Yuchen Guan, Runxi Cheng, Kang Liu, Chun Yuan
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Scaling Instruction-tuned LLMs to Million-token Contexts via Hierarchical Synthetic Data Generation
Linda He, Jue WANG, Maurice Weber, Shang Zhu, Ben Athiwaratkun, Ce Zhang
- Published: 22 Jan 2025, Last Modified: 03 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Astral: training physics-informed neural networks with error majorants
Vladimir Fanaskov, Tianchi Yu, Alexander Rudikov, Ivan Oseledets
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone