ICLR 2025 Conference Submissions

CAN TRANSFORMERS IN-CONTEXT LEARN BEHAVIOR OF A LINEAR DYNAMICAL SYSTEM?
Usman Akram, Haris Vikalo
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Robustness of Truss Decomposition and Implications for GNN-based Edge Classification
Jakir Hossain, Sucheta Soundarajan, A. Erdem Sariyuce
- 28 Sept 2024 (modified: 21 Feb 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
ODE Parameter Identification: An Integral Matching Approach
Baptiste T Rossi
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Global Convergence of Policy Gradient in Average Reward MDPs
Navdeep Kumar, Yashaswini Murthy, Itai Shufaro, Kfir Yehuda Levy, R. Srikant, Shie Mannor
- Published: 22 Jan 2025, Last Modified: 22 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Evaluating Explainability in Machine Learning Predictions Through Explainer-Agnostic Metrics
CRISTIAN ENRIQUE MUNOZ VILLALOBOS, Kleyton Da Costa, Bernardo Modenesi, Adriano Koshiyama
- 28 Sept 2024 (modified: 02 Oct 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Reward Adaptation Via Q-Manipulation
Kevin Jatin Vora, Yu Zhang
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Better Call Graphs: A New Dataset of Function Call Graphs for Malware Classification
Jakir Hossain, Gurvinder Singh, Lukasz Ziarek, A. Erdem Sariyuce
- 28 Sept 2024 (modified: 15 Feb 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
What Matters in Learning from Large-Scale Datasets for Robot Manipulation
Vaibhav Saxena, Matthew Bronars, Nadun Ranawaka Arachchige, Kuancheng Wang, Woo Chul Shin, Soroush Nasiriany, Ajay Mandlekar, Danfei Xu
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Leveraging Side Information with Deep Learning for Linear Inverse Problems: Applications to MR Image Reconstruction
Arda Atalik, Sumit Chopra, Daniel Sodickson
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Learning Discrete Latent Models from Discrete Observations
Yi Han, Yujia Zheng, Haoyue Dai, Kun Zhang
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Diffusion Models are Few-shot Learners for Dense Vision Tasks
Benlin Liu, Luming Tang, Yongming Rao, Wei-Chiu Ma, Ranjay Krishna
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Rapidly Adapting Policies to the Real-World via Simulation-Guided Fine-Tuning
Patrick Yin, Tyler Westenbroek, Ching-An Cheng, Andrey Kolobov, Abhishek Gupta
- Published: 22 Jan 2025, Last Modified: 24 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
TrajGPT: Irregular Time-Series Representation Learning for Health Trajectory Analysis
Ziyang Song, Qincheng Lu, He Zhu, David L. Buckeridge, Yue Li
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Fed-REACT: Federated Representation Learning for Heterogeneous Time Series Data
Yiyue Chen, Usman Akram, Chianing Wang, Haris Vikalo
- 28 Sept 2024 (modified: 02 May 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Learning to Discover Regulatory Elements for Gene Expression Prediction
Xingyu Su, Haiyang Yu, Degui Zhi, Shuiwang Ji
- Published: 22 Jan 2025, Last Modified: 19 Feb 2025
- ICLR 2025 Oral
- Readers: Everyone
Empowering Users in Digital Privacy Management through Interactive LLM-Based Agents
BOLUN SUN, Yifan Zhou, Haiyun Jiang
- Published: 22 Jan 2025, Last Modified: 01 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Object-Centric Pretraining via Target Encoder Bootstrapping
Nikola Đukić, Tim Lebailly, Tinne Tuytelaars
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Modality-Specialized Synergizers for Interleaved Vision-Language Generalists
Zhiyang Xu, Minqian Liu, Ying Shen, Joy Rimchala, Jiaxin Zhang, Qifan Wang, Yu Cheng, Lifu Huang
- Published: 22 Jan 2025, Last Modified: 01 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Coarse Correspondences Boost 3D Spacetime Understanding in Multimodal Language Model
Benlin Liu, Yuhao Dong, Yiqin Wang, Zixian Ma, Yansong Tang, Luming Tang, Yongming Rao, Wei-Chiu Ma, Ranjay Krishna
- 28 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Zero Shot Generalization of Vision-Based RL Without Data Augmentation
Sumeet Batra
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Network-based Active Inference and its Application in Robotics
Jeong hwan Yoon, Pedro Fontana, Harneet Singh, Katherine Hanson, Karl Friston
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
LASER: Attention using Exponential Transformation
Sai Surya Duvvuri, Inderjit S Dhillon
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
ZoomVLM: A Tuning-Free Framework for Efficient Video Understanding via Adaptive Zooming in Vision-Language Models
Zhongzhi Yu, Zheng Wang, Zhenyang Chen, Chaojian Li, Hyewon Suh, Yonggan Fu, Dachuan Shi, Hongxu Yin, Jan Kautz, Pavlo Molchanov, Yingyan Celine Lin
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Distilling an End-to-End Voice Assistant Without Instruction Training Data
William Barr Held, Minzhi Li, Michael J Ryan, Weiyan Shi, Yanzhe Zhang, Diyi Yang
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Replay can provably increase forgetting
Yasaman Mahdaviyeh, James Lucas, Mengye Ren, Andreas S. Tolias, Richard Zemel, Toniann Pitassi
- 28 Sept 2024 (modified: 04 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone