ICLR 2025 Conference Submissions

ADDITIVE SEPARABLE GRAPHON MODELS
Xinyuan Fan, Feiyan Ma, Chenlei Leng, Weichi Wu
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
HASARD: A Benchmark for Vision-Based Safe Reinforcement Learning in Embodied Agents
Tristan Tomilin, Meng Fang, Mykola Pechenizkiy
- Published: 22 Jan 2025, Last Modified: 11 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
FlyOrien: A bio-inspired model for incremental learning of object orientation
Lu Yu, Yuxin Huang, Tianqi Wei
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Identifying single molecule force spectroscopy data using deep learning with physics augmentation
Cailong Hua
- 27 Sept 2024 (modified: 22 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Random Feature Models with Learnable Activation Functions
Zailin Ma, Jiansheng Yang, Yaodong Yang
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Universal generalization guarantees for Wasserstein distributionally robust models
Tam Le, Jerome Malick
- Published: 22 Jan 2025, Last Modified: 18 Feb 2025
- ICLR 2025 Spotlight
- Readers: Everyone
RLSF: Reinforcement Learning from Self-feedback for improved logical reasoning
Matthew Sutton, Carel van Niekerk, Renato Vukovic, Hsien-chin Lin, Milica Gasic
- 27 Sept 2024 (modified: 12 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Robust Inverse Reinforcement Learning under State Adversarial Perturbations
Mine Melodi Caliskan, Saeed Ghoorchian, Setareh Maghsudi
- 27 Sept 2024 (modified: 24 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Using GNNs to Model Biased Crowdsourced Data for Urban Applications
Sidhika Balachandar, Shuvom Sadhuka, Bonnie Berger, Emma Pierson, Nikhil Garg
- 27 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
What should a neuron aim for? Designing local objective functions based on information theory
Andreas Christian Schneider, Valentin Neuhaus, David Alexander Ehrlich, Abdullah Makkeh, Alexander S Ecker, Viola Priesemann, Michael Wibral
- Published: 22 Jan 2025, Last Modified: 31 Mar 2025
- ICLR 2025 Oral
- Readers: Everyone
Towards Understanding Domain Adapted Sentence Embeddings for Document Retrieval
Sujoy Roychowdhury, Sumit Soman, H. G. Ranjani, Vansh Chhabra, Neeraj Gunda, Shashank Gautam, Subhadip Bandyopadhyay, SAI KRISHNA BALA
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Autoformulation of Mathematical Optimization Models Using LLMs
Nicolás Astorga, Tennison Liu, Yuanzhang Xiao, Mihaela van der Schaar
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
FusionMaestro: Harmonizing Early Fusion, Late Fusion, and LLM Reasoning for Multi-Granular Table-Text Retrieval
Sungho Park, Joohyung Yun, Jongwuk Lee, Wook-Shin Han
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Dynamic Matching Utilizing Latent Factor Modeling
Zifei Guo, Xiaowu Dai
- 27 Sept 2024 (modified: 26 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Modeling Asynchronous Time Series with Large Language Models
Shubham Gupta, Thibaut Durand, Graham W. Taylor, Lilian Bialokozowicz
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Diffusion Active Learning: Towards Data-Driven Experimental Design in Computed Tomography
Luis Barba, Johannes Kirschner, Tomas Aidukas, Manuel Guizar-Sicairos, Benjamín Béjar
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
MMDocBench: Benchmarking Large Vision-Language Models for Fine-Grained Visual Document Understanding
Fengbin ZHU, Ziyang Liu, Ng Xiang Yao, Haohui Wu, Wenjie Wang, Fuli Feng, chao wang, LUAN HUANBO, Tat-Seng Chua
- 27 Sept 2024 (modified: 16 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Gating is Weighting: Understanding Gated Linear Attention through In-context Learning
Yingcong Li, Davoud Ataee Tarzanagh, Ankit Singh Rawat, Maryam Fazel, Samet Oymak
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Associative memory and dead neurons
Vladimir Fanaskov, Ivan Oseledets
- Published: 22 Jan 2025, Last Modified: 26 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
From Logits to Hierarchies: Hierarchical Clustering made Simple
Emanuele Palumbo, Moritz Vandenhirtz, Alain Ryser, Imant Daunhawer, Julia E Vogt
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
State-space models can learn in-context by gradient descent
Neeraj Mohan Sushma, Yudou Tian, Harshvardhan Mestha, Nicolò Colombo, David Kappel, Anand Subramoney
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
On-Policy Fine-grained Knowledge Feedback for Hallucination Mitigation
Xueru Wen, Xinyu Lu, Xinyan Guan, Jie Lou, Yaojie Lu, Hongyu Lin, Ben He, Xianpei Han, Le Sun
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
The OMG dataset: An Open MetaGenomic corpus for mixed-modality genomic language modeling
Andre Cornman, Jacob West-Roberts, Antonio Pedro Camargo, Simon Roux, Martin Beracochea, Milot Mirdita, Sergey Ovchinnikov, Yunha Hwang
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Marvel: Accelerating Safe Online Reinforcement Learning with Finetuned Offline Policy
Keru Chen, Honghao Wei, Zhigang Deng, Sen Lin
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Variance-Reduced Forward-Reflected Algorithms for Generalized Equations
Quoc Tran-Dinh
- 27 Sept 2024 (modified: 19 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone