Poster "unsupervised representation learning" Papers
8 papers found
Unsupervised Federated Graph Learning
Lele Fu, Tianchi Liao, Sheng Huang et al.
NeurIPS 2025poster
DiffAug: Enhance Unsupervised Contrastive Learning with Domain-Knowledge-Free Diffusion-based Data Augmentation
Zelin Zang, Hao Luo, Kai Wang et al.
ICML 2024poster
Efficient Unsupervised Visual Representation Learning with Explicit Cluster Balancing
Ioannis Maniadis Metaxas, Georgios Tzimiropoulos, ioannis Patras
ECCV 2024posterarXiv:2407.11168
2
citations
Finding NEM-U: Explaining unsupervised representation learning through neural network generated explanation masks
Bjørn Leth Møller, Christian Igel, Kristoffer Wickstrøm et al.
ICML 2024poster
Robustness of Nonlinear Representation Learning
Simon Buchholz, Bernhard Schölkopf
ICML 2024poster
SeA: Semantic Adversarial Augmentation for Last Layer Features from Unsupervised Representation Learning
Qi Qian, Yuanhong Xu, JUHUA HU
ECCV 2024posterarXiv:2408.13351
Surface-VQMAE: Vector-quantized Masked Auto-encoders on Molecular Surfaces
Fang Wu, Stan Z Li
ICML 2024poster
WISER: Weak Supervision and Supervised Representation Learning to Improve Drug Response Prediction in Cancer
Kumar Shubham, Aishwarya Jayagopal, Syed Danish et al.
ICML 2024poster