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Hoang Le

13 papers · 2016–2025 · 7 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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+6 more ↓ πŸ—ΊοΈ Taxonomy Completionist (27) πŸƒ Academic Marathon Β· Sprint 🌍 Conference Polyglot Β· Silver πŸŒ‰ Interdisciplinary Bridge Β· Silver 🐣 Hot Topic Early Bird
🧬 Topic Evolution 🌈 Renaissance Researcher (5) πŸ”₯ Unstoppable Β· Bronze πŸš€ Conference Pioneer πŸ’Ž Century Club Β· Bronze πŸ—ƒοΈ Keyword Collector (59)

Venues

ICML (3) CVPR (2) ECCV (2) NeurIPS (2) WACV (2) AISTATS (1) ICLR (1)

Top co-authors

Yisong Yue (6) Amir Said (5) Qiqi Hou (3) Guillaume Sautiere (3) Farzad Farhadzadeh (3) Auke Wiggers (2) Cameron Voloshin (2) Feng Liu (2) Fatih Porikli (2) Swarat Chaudhuri (2)

Research topics

Machine Learning (7) Artificial Intelligence (5) Reinforcement Learning (5) Methods (5) Computer Vision (3) Deep Learning (3) Mathematics & Optimization (3) Core AI (3) Optimization (3) Optimization & Theory (3) Analysis (2) Application Areas (2) Core Methods (2) Learning Paradigms (2) Learning Types (2)

Keywords

imitation learning (3) motion compensation (2) rate-distortion optimization (2) multi-task learning (1) policy optimization (1) computer vision (1) motion estimation (1) sequential decision making (1) model uncertainty (1) sample complexity (1) 3d vision (1) policy learning (1) scene reconstruction (1) program synthesis (1) efficient computing (1) deep learning (1) formal methods (1) hierarchical reinforcement learning (1) policy gradient (1) online learning (1)

Papers

Sort-free Gaussian Splatting via Weighted Sum Rendering ICLR 2025 Low-Latency Neural Stereo Streaming CVPR 2024 MobileNVC: Real-Time 1080p Neural Video Compression on a Mobile Device WACV 2024 Neural graphics texture compression supporting random access ECCV 2024 Boosting Neural Video Codecs by Exploiting Hierarchical Redundancy WACV 2023 Policy Optimization with Linear Temporal Logic Constraints NeurIPS 2022 Online Robust Control of Nonlinear Systems with Large Uncertainty AISTATS 2021 Deep Homography Estimation for Dynamic Scenes CVPR 2020 Batch Policy Learning under Constraints ICML 2019 Imitation-Projected Programmatic Reinforcement Learning NeurIPS 2019 Hierarchical Imitation and Reinforcement Learning ICML 2018 Interactive Boundary Prediction for Object Selection ECCV 2018 Smooth Imitation Learning for Online Sequence Prediction ICML 2016