ICLR 2025 Conference Submissions

Exploring the Link Between Out-of-Distribution Detection and Conformal Prediction with Illustrations of Its Benefits
Paul Novello, Joseba Dalmau, Léo Andéol
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
FreRA: A Frequency-Refined Augmentation for Contrastive Learning on Time Series Classification
Tian Tian, Chunyan Miao, Hangwei Qian
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
TRAIN THE LATENT, NOT THE IMAGE: JOINT IMAGE COMPRESSION AND STEGANOGRAPHY
YixingWu, Tongda Xu, Xinjie Zhang, Yan Wang
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Deep Exploration with PAC-Bayes
Bahareh Tasdighi, Manuel Haussmann, Nicklas Werge, Yi-Shan Wu, Melih Kandemir
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Fed3+2p: Training different parts of neural network with two-phase strategy
Haotian Zheng, Jinlong Li, Huanhuan Chen, Qiuju Chen
- 26 Sept 2024 (modified: 26 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
TIMBA: Time series Imputation with Bi-directional Mamba Blocks and Diffusion models
Javier Solís-García, Belén Vega-Márquez, Juan A. Nepomuceno, Isabel A. Nepomuceno-Chamorro
- 26 Sept 2024 (modified: 18 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Tell me about yourself: LLMs are aware of their learned behaviors
Jan Betley, Xuchan Bao, Martín Soto, Anna Sztyber-Betley, James Chua, Owain Evans
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Spotlight
- Readers: Everyone
Local vs distributed representations: What is the right basis for interpretability?
Julien Colin, Lore Goetschalckx, Thomas FEL, Victor Boutin, Jay R Gopal, Thomas Serre, Nuria M Oliver
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Cross-Domain Reinforcement Learning Under Distinct State-Action Spaces Via Hybrid Q Functions
Kuan-Chen Pan, MingHong Chen, You-De Huang, Xi Liu, Ping-Chun Hsieh
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Rethinking Degree-Corrected Spectral Clustering: a Pure Spectral Analysis & Extension
Meng QIN, Wei Li, Chaorui Zhang, Weixi Zhang, Yiwen Zhong, Jianfeng Hou
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Graph-Supported Dynamic Algorithm Configuration for Multi-Objective Combinatorial Optimization
Robbert Reijnen, Yaoxin Wu, Zaharah Bukhsh, Yingqian Zhang
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
POIL: Preference Optimization for Imitation Learning
Chang Chih Meng, Renjyun Huang, Kuanyen Liu, I-Chen Wu
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Adapting to both finite-sample and asymptotic regimes
Qiang Sun
- 26 Sept 2024 (modified: 13 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Towards shutdownable agents via stochastic choice
Elliott Thornley, Alexander Roman, Christos Ziakas, Leyton Ho, Louis Alexander Thomson
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Early learning of the optimal constant solution in neural networks and humans
Jirko Rubruck, Jan Philipp Bauer, Andrew M Saxe, Christopher Summerfield
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Complexity Matters: Effective Dimensionality as a Measure for Adversarial Robustness
David Khachaturov, Robert D. Mullins
- 26 Sept 2024 (modified: 20 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Exemplar-free Continual Representation Learning with Symmetric Distillation
Thomas Paul Alexandre Wiggers, Tejaswi Kasarla, Melika Ayoughi, Paul Groth, Pascal Mettes
- 26 Sept 2024 (modified: 13 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
IRIS: An Iterative and Integrated Framework for Real-Time Causal Discovery
Tao Feng, Lizhen Qu, Niket Tandon, Gholamreza Haffari
- 26 Sept 2024 (modified: 13 Mar 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
HDDI: A Historical Data-Based Diffusion Imputation Method for High-Accuracy Recovery in Multivariate Time Series with High Missing Rate and Long-Term Gap
Yu Liu, Xiaocan Li, Kun Xie, Jigang Wen, Yanbiao Li, LiangWei, Gaogang Xie, Kenli Li
- 26 Sept 2024 (modified: 26 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Mitigate the Gap: Improving Cross-Modal Alignment in CLIP
Sedigheh Eslami, Gerard de Melo
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
A Tight Convergence Analysis of Inexact Stochastic Proximal Point Algorithm for Stochastic Composite Optimization Problems
Shulan Zhu, Chenglong Bao, Defeng Sun, Yancheng Yuan
- Published: 22 Jan 2025, Last Modified: 27 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
SparsyFed: Sparse Adaptive Federated Learning
Adriano Guastella, Lorenzo Sani, Alex Iacob, Alessio Mora, Paolo Bellavista, Nicholas Donald Lane
- Published: 22 Jan 2025, Last Modified: 31 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Characterizing linear convergence in optimization: Polyak-Łojasiewicz inequality and weak-quasi-strong-convexity
Foivos Alimisis, Bart Vandereycken
- 26 Sept 2024 (modified: 23 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
MambaPEFT: Exploring Parameter-Efficient Fine-Tuning for Mamba
Masakazu Yoshimura, Teruaki Hayashi, Yota Maeda
- Published: 22 Jan 2025, Last Modified: 08 Apr 2025
- ICLR 2025 Poster
- Readers: Everyone
Discrete Neural Algorithmic Reasoning
Gleb Rodionov, Liudmila Prokhorenkova
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone