Gianfranco Doretto

12 papers · 2015–2026 · 5 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

Jump to papers ↓

+4 more ↓

🗺️ Taxonomy Completionist (33) 🏃 Academic Marathon · Half 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge · Silver 🌍 Conference Polyglot · Silver

🧬 Topic Evolution 📈 Trend Setter 💎 Century Club · Bronze 🗃️ Keyword Collector (59)

Venues

WACV (4) CVPR (3) ICCV (2) NeurIPS (2) NAACL (1)

Top co-authors

Donald A. Adjeroh (4) Ngan Le (3) Saeid Motiian (3) Thinh Phan (3) Khoa Vo (2) Marco Piccirilli (2) Ranya Almohsen (2) Donald Adjeroh (2) Stanislav Pidhorskyi (2) Anh Duy Le Dinh (1)

Research topics

Machine Learning (9) Learning Types · Machine Learning (7) Computer Vision (6) Deep Learning (6) Artificial Intelligence (4) Analysis (4) Learning Types · Deep Learning (4) Application Areas (3) Architectures (3) Core Methods (3) Learning Paradigms (3) Domain-Specific (2) Models (2) Healthcare & Medicine (1) Bayesian & Probabilistic (1)

Keywords

zero-shot learning (2) few-shot learning (1) probabilistic modeling (1) adversarial learning (1) subspace learning (1) image generation (1) metric learning (1) transfer learning (1) domain adaptation (1) information bottleneck (1) contrastive learning (1) uncertainty quantification (1) self-supervised learning (1) medical imaging (1) visual object tracking (1) knowledge distillation (1) autonomous driving (1) face recognition (1) test-time adaptation (1) representation learning (1)

Papers

SemLT3D: Semantic-Guided Expert Distillation for Camera-only Long-Tailed 3D Object Detection CVPR 2026 Improving Accuracy and Generalization for Efficient Visual Tracking WACV 2025 ZEETAD: Adapting Pretrained Vision-Language Model for Zero-Shot End-to-End Temporal Action Detection WACV 2024 Z-GMOT: Zero-shot Generic Multiple Object Tracking NAACL 2024 CellTranspose: Few-Shot Domain Adaptation for Cellular Instance Segmentation WACV 2023 FUSSL: Fuzzy Uncertain Self Supervised Learning WACV 2023 Adversarial Latent Autoencoders CVPR 2020 Generative Probabilistic Novelty Detection with Adversarial Autoencoders NeurIPS 2018 Few-Shot Adversarial Domain Adaptation NeurIPS 2017 Unified Deep Supervised Domain Adaptation and Generalization ICCV 2017 Information Bottleneck Learning Using Privileged Information for Visual Recognition CVPR 2016 A Supervised Low-Rank Method for Learning Invariant Subspaces ICCV 2015