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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ICLR 2025 Conference Withdrawn Submission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ICLR 2025 Conference Withdrawn Submission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ICLR 2025 Conference Withdrawn Submission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
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