Stratis Gavves

6 papers · 2022–2025 · 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 · Bronze 🗺️ Taxonomy Completionist (14)

Venues

ICML (4) ICCV (1) MIDL (1)

Top co-authors

Sara Magliacane (2) Jiayin Cai (1) Miltiadis Kofinas (1) Ivana Isgum (1) Charles B. Majoie (1) Evgenii Egorov (1) Francesco Locatello (1) Riccardo Valperga (1) Adeel Pervez (1) Haochen Wang (1)

Research topics

Deep Learning (5) Machine Learning (4) Architectures (4) Artificial Intelligence (3) Core AI (3) Application Areas (2) Learning Types (2) Optimization & Theory (2) Data Science & Analytics (1) Natural Language Processing (1) Applications (1) Learning Paradigms (1) Methods (1) Models (1)

Keywords

meta learning (1) time series analysis (1) video segmentation (1) causal discovery (1) temporal sequence (1) interpretability (1) video understanding (1) visual grounding (1) stationary distribution (1) normalizing flow (1) variational autoencoder (1) causal representation learning (1) differential equation (1) multimodal reasoning (1) video question answering (1) equation discovery (1) total variation distance (1) causal identifiability (1) hybrid dynamical system (1) detailed balance (1)

Papers

Object-centric Video Question Answering with Visual Grounding and Referring ICCV 2025 Accelerating physics-informed neural fields for fast CT perfusion analysis in acute ischemic stroke MIDL 2024 Ai-sampler: Adversarial Learning of Markov kernels with involutive maps ICML 2024 Amortized Equation Discovery in Hybrid Dynamical Systems ICML 2024 Mechanistic Neural Networks for Scientific Machine Learning ICML 2024 CITRIS: Causal Identifiability from Temporal Intervened Sequences ICML 2022