ICLR "representation learning" Papers
14 papers found
$\mathbb{X}$-Sample Contrastive Loss: Improving Contrastive Learning with Sample Similarity Graphs
Vlad Sobal, Mark Ibrahim, Randall Balestriero et al.
ICLR 2025posterarXiv:2407.18134
12
citations
A Theoretical Analysis of Self-Supervised Learning for Vision Transformers
Yu Huang, Zixin Wen, Yuejie Chi et al.
ICLR 2025posterarXiv:2403.02233
3
citations
A Unifying Framework for Representation Learning
Shaden Alshammari, John Hershey, Axel Feldmann et al.
ICLR 2025posterarXiv:2504.16929
12
citations
Boosting Multiple Views for pretrained-based Continual Learning
Quyen Tran, Tung Lam Tran, Khanh Doan et al.
ICLR 2025poster
4
citations
Deep Kernel Posterior Learning under Infinite Variance Prior Weights
Jorge Loría, Anindya Bhadra
ICLR 2025posterarXiv:2410.01284
Efficient Distribution Matching of Representations via Noise-Injected Deep InfoMax
Ivan Butakov, Alexander Semenenko, Alexander Tolmachev et al.
ICLR 2025posterarXiv:2410.06993
2
citations
GeSubNet: Gene Interaction Inference for Disease Subtype Network Generation
Ziwei Yang, Zheng Chen, XIN LIU et al.
ICLR 2025posterarXiv:2410.13178
2
citations
Group-robust Sample Reweighting for Subpopulation Shifts via Influence Functions
Rui Qiao, Zhaoxuan Wu, Jingtan Wang et al.
ICLR 2025posterarXiv:2503.07315
5
citations
How Far Are We from True Unlearnability?
Kai Ye, Liangcai Su, Chenxiong Qian
ICLR 2025posterarXiv:2509.08058
4
citations
Improving Deep Regression with Tightness
Shihao Zhang, Yuguang Yan, Angela Yao
ICLR 2025posterarXiv:2502.09122
Learning a Fast Mixing Exogenous Block MDP using a Single Trajectory
Alexander Levine, Peter Stone, Amy Zhang
ICLR 2025posterarXiv:2410.03016
1
citations
OGBench: Benchmarking Offline Goal-Conditioned RL
Seohong Park, Kevin Frans, Benjamin Eysenbach et al.
ICLR 2025posterarXiv:2410.20092
74
citations
On the Feature Learning in Diffusion Models
Andi Han, Wei Huang, Yuan Cao et al.
ICLR 2025posterarXiv:2412.01021
13
citations
Studying the Interplay Between the Actor and Critic Representations in Reinforcement Learning
Samuel Garcin, Trevor McInroe, Pablo Samuel Castro et al.
ICLR 2025posterarXiv:2503.06343
5
citations