ICML "unsupervised representation learning" Papers

6 papers found

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Conference

AAAI 2025 (3,028)CVPR 2025 (2,873)ICCV 2025 (2,701)ICLR 2025 (3,827)ICML 2025 (3,340)ISMAR 2025 (229)NeurIPS 2025 (5,858)AAAI 2024 (2,289)CVPR 2024 (2,716)ECCV 2024 (2,387)ICLR 2024 (2,297)ICML 2024 (2,635)

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DiffAug: Enhance Unsupervised Contrastive Learning with Domain-Knowledge-Free Diffusion-based Data Augmentation

Zelin Zang, Hao Luo, Kai Wang et al.

ICML 2024poster

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

Surface-VQMAE: Vector-quantized Masked Auto-encoders on Molecular Surfaces

Fang Wu, Stan Z Li

ICML 2024poster

Unsupervised Representation Learning of Brain Activity via Bridging Voxel Activity and Functional Connectivity

Ali Behrouz, Parsa Delavari, Farnoosh Hashemi

ICML 2024oral

WISER: Weak Supervision and Supervised Representation Learning to Improve Drug Response Prediction in Cancer

Kumar Shubham, Aishwarya Jayagopal, Syed Danish et al.

ICML 2024poster