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Carlo Alberto Barbano

3 papers · 2021–2023 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver

Venues

CVPR (1) ICLR (1) ICML (1)

Top co-authors

Benoit Dufumier (2) Marco Grangetto (2) Pietro Gori (2) Enzo Tartaglione (2) Edouard Duchesnay (1) Robin Louiset (1)

Research topics

Machine Learning (3) Application Areas (3) Learning Types · Machine Learning (3) Computer Vision (1) Deep Learning (1) Healthcare & Medicine (1) Clinical (1) Core Methods (1) Domain-Specific (1) Learning Types · Deep Learning (1) Optimization & Theory (1)

Keywords

representation learning (3) image classification (1) contrastive learning (1) information bottleneck (1) medical imaging (1) data augmentation (1) supervised contrastive learning (1) prior knowledge (1) bias correction (1) representation disentanglement (1) contrastive loss (1) conditional mean embedding (1) biased data (1) kernel methods (1)

Papers

Integrating Prior Knowledge in Contrastive Learning with Kernel ICML 2023 Unbiased Supervised Contrastive Learning ICLR 2023 EnD: Entangling and Disentangling Deep Representations for Bias Correction CVPR 2021