Cassio F. Dantas

4 papers · 2021–2024 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 👥 Mega-Team · Squad

Venues

ECCV (1) ICCV (1) JMLR (1) NeurIPS (1)

Top co-authors

Dino Ienco (2) Diego Marcos (2) Emmanuel Soubies (1) Benjamin Charlier (1) Badr MOUFAD (1) Robert van der Klis (1) Samuel Vaiter (1) Pierre-Antoine Bannier (1) Tom Dupré la Tour (1) Mathieu Dagréou (1)

Research topics

Machine Learning (4) Learning Types (3) Deep Learning (2) Core Methods (2) Optimization & Theory (2) Computer Vision (1) Mathematics & Optimization (1) Analysis (1) Architectures (1) Optimization (1) Techniques (1)

Keywords

part discovery (2) logistic regression (2) fine-grained classification (1) kullback-leibler divergence (1) coordinate descent (1) sparse optimization (1) proximal gradient (1) fine-grained recognition (1) safe screening (1) interpretability method (1) collaborative framework (1) object part (1) gap safe screening (1) optimization benchmark (1) resnet training (1) cub (1) pdisconet (1) self-supervised dinov2 vit (1) reproducible research (1) total variation prior (1)

Papers

PDiscoFormer: Relaxing Part Discovery Constraints with Vision Transformers ECCV 2024 PDiscoNet: Semantically consistent part discovery for fine-grained recognition ICCV 2023 Benchopt: Reproducible, efficient and collaborative optimization benchmarks NeurIPS 2022 Expanding Boundaries of Gap Safe Screening JMLR 2021