Liviu Panait

3 papers · 2008–2023 · 2 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 🏃 Academic Marathon · Full 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird 📈 Trend Setter

Venues

CVPR (2) JMLR (1)

Top co-authors

Ting Liu (1) Sean Luke (1) Sean Augenstein (1) Wade Norris (1) Arjun Karpur (1) Florian Schroff (1) Yuxiao Wang (1) Maxwell Collins (1) Jack Sim (1) Karl Tuyls (1)

Research topics

Machine Learning (2) Artificial Intelligence (1) Computer Vision (1) Deep Learning (1) Healthcare & Medicine (1) Application Areas (1) Clinical (1) Core AI (1) Core Methods (1) Domain-Specific (1) Optimization & Theory · Deep Learning (1) Optimization & Theory · Machine Learning (1)

Keywords

federated learning (1) computer vision (1) depth estimation (1) multi-agent learning (1) replicator dynamics (1) privacy-utility trade-off (1) image embedding (1) cooperative coevolution (1) depth image (1) user-level differential privacy (1) food recognition (1) evolutionary game theory (1) nutritional understanding (1) caloric prediction (1) macronutrient prediction (1) calorie prediction (1)

Papers

Learning To Generate Image Embeddings With User-Level Differential Privacy CVPR 2023 Nutrition5k: Towards Automatic Nutritional Understanding of Generic Food CVPR 2021 Theoretical Advantages of Lenient Learners: An Evolutionary Game Theoretic Perspective JMLR 2008