ICLR 2025 Conference Submissions

Synthetic Data is Sufficient for Zero-Shot Visual Generalization from Offline Data
Ahmet H. Güzel, Jack Parker-Holder, Ilija Bogunovic
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Understanding Optimization of Operator Networks with Variational Loss for Solving PDEs
Park Dongmin, Myeong-Su Lee, Youngjoon Hong
- 27 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Minimax-optimal trust-aware multi-armed bandits
Changxiao Cai, Jiacheng Zhang
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
CHASE-SQL: Multi-Path Reasoning and Preference Optimized Candidate Selection in Text-to-SQL
Mohammadreza Pourreza, Hailong Li, Ruoxi Sun, Yeounoh Chung, Shayan Talaei, Gaurav Tarlok Kakkar, Yu Gan, Amin Saberi, Fatma Ozcan, Sercan O Arik
- Published: 22 Jan 2025, Last Modified: 20 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
JPEG Inspired Deep Learning
Ahmed H. Salamah, Kaixiang Zheng, Yiwen Liu, EN-HUI YANG
- Published: 22 Jan 2025, Last Modified: 04 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Fully Fine-Tuning Beats Parameter Efficient Fine-Tuning for CLIP in Data-Limited Scenarios
Mushui Liu, Bozheng Li, Ziqian Lu, Jun Dan, Yunlong Yu
- 27 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Extracting Parameter Counts from Fine-Tuning APIs
Sean Michael McLeish, Abhimanyu Hans, John Kirchenbauer, Yuxin Wen, Avi Schwarzschild, Jonas Geiping, Tom Goldstein
- 27 Sept 2024 (modified: 04 Oct 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
C$^{2}$INet: Realizing Incremental Trajectory Prediction with Prior-Aware Continual Causal Intervention
Xiaohe Li, Feilong Huang, Zide Fan, FLM, Leilei Lin, Yingyan Hou, Lijie Wen
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
MLLM as Retriever: Interactively Learning Multimodal Retrieval for Embodied Agents
Junpeng Yue, Xinrun Xu, Börje F. Karlsson, Zongqing Lu
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Markov Persuasion Processes: Learning to Persuade From Scratch
Francesco Bacchiocchi, Francesco Emanuele Stradi, Matteo Castiglioni, Alberto Marchesi, Nicola Gatti
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Magnituder Layers for Implicit Neural Representations in 3D
Sang Min Kim, Byeongchan Kim, Arijit Sehanobish, Krzysztof Marcin Choromanski, Dongseok Shim, Kumar Avinava Dubey, Min-hwan Oh
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
AutoTune for Time Series Transformers using Low Rank Adaptation and Limited Discrepancy Search
Shivani Tomar, Elizabeth M. Daly, Ivana Dusparic, Seshu Tirupathi, Radu Marinescu
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Divergence-Regularized Discounted Aggregation: Equilibrium Finding in Multiplayer Partially Observable Stochastic Games
Runyu Lu, Yuanheng Zhu, Dongbin Zhao
- Published: 22 Jan 2025, Last Modified: 12 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Paramanu: A Family of Novel Efficient Generative Foundation Language Models for Indian Languages
Mitodru Niyogi, Arnab Bhattacharya
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Complex Numerical Computation with Numerical Semantic Pre-training Framework
Jun Zhang, Haihong E, Tianyi Hu, Yifan Zhu, Meina Song
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Enjoy Your Layer Normalization with the Computation Efficiency of RMSNorm
Yuxin Guo, Yizhou Ruan, Yihao Yue, Yunhao Ni, Lei Huang
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Provably safe Reinforcement Learning using Bender's Decomposition Oracles
Alexander Julian Mattick, Christopher Mutschler
- 27 Sept 2024 (modified: 20 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Right on Time: Revising Time Series Models by Constraining their Explanations
Maurice Kraus, David Steinmann, Antonia Wüst, Andre Kokozinski, Kristian Kersting
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
PGLearn - An Open-Source Learning Toolkit for Optimal Power Flow
Michael Klamkin, Mathieu Tanneau, Pascal Van Hentenryck
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
EEGMamba: Bidirectional State Space Model with Mixture of Experts for EEG Multi-task Classification
Yiyu Gui, Mingzhi Chen, Guibo Luo, Yuchao Yang
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
The Case for Cleaner Biosignals: High-fidelity Neural Compressor Enables Transfer from Cleaner iEEG to Noisier EEG
Francesco S. Carzaniga, Gary Tom Hoppeler, Michael Hersche, Kaspar Schindler, Abbas Rahimi
- Published: 22 Jan 2025, Last Modified: 11 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Grad-TopoCAM: EEG Brain Region Visual Interpretability via Gradient-Based Topographic Class Activation Map
Liang Dong, Hengyi Shao, Lei Li, Lin Zhang
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
FedPMVR: Addressing Data Heterogeneity in Federated Learning through Partial Momentum Variance Reduction
Pranab Sahoo, Ashutosh Tripathi, Sriparna Saha, Samrat Mondal
- 27 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
A Novel Security Threat Model for Automated AI Accelerator Generation Platforms
Chao Guo, Jinjun Xiong, Youhua Shi
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
AutoGeTS: Automated Generation of Text Synthetics for Improving Text Classification
Chenhao Xue, Yuanzhe Jin, Adrián Carrasco Revilla, Joyraj Chakraborty, Min Chen
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone