Steeven Janny

4 papers · 2022–2025 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12)

Venues

ICLR (3) CVPR (1)

Top co-authors

Christian Wolf (4) Madiha Nadri (3) Julie Digne (2) Natalia Neverova (1) Boris Chidlovskii (1) Hervé Poirier (1) Gianluca Monaci (1) Aurélien Bénéteau (1) Alessio Del Bue (1) Fabien Baradel (1)

Research topics

Artificial Intelligence (2) Deep Learning (2) Machine Learning (2) Architectures (2) Core AI (2) Reinforcement Learning (1) Applications (1) Core Methods (1) Learning Paradigms (1) Learning Types (1) Methods (1) Optimization & Theory (1)

Keywords

graph neural network (2) video prediction (1) sequential decision making (1) visual navigation (1) embodied ai (1) latent representation (1) dynamical system (1) fluid dynamics (1) counterfactual reasoning (1) end-to-end training (1) spatio-temporal attention (1) physics simulation (1) continuous domain (1) causal learning (1) navier-stokes equation (1) zero-shot planning (1) keypoint tracking (1) mesh transformer (1) latent memory (1) robot navigation (1)

Papers

Reasoning in Visual Navigation of End-to-end Trained Agents: A Dynamical Systems Approach CVPR 2025 Space and time continuous physics simulation from partial observations ICLR 2024 EAGLE: Large-scale Learning of Turbulent Fluid Dynamics with Mesh Transformers ICLR 2023 Filtered-CoPhy: Unsupervised Learning of Counterfactual Physics in Pixel Space ICLR 2022