Auke Wiggers

5 papers · 2020–2024 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge · Bronze

Venues

WACV (3) ICML (2)

Top co-authors

Guillaume Sautiere (3) Amir Said (2) Hoang Le (2) Reza Pourreza (2) Emiel Hoogeboom (1) Anjuman Raha (1) Natasha Butt (1) Noor Fathima (1) Blazej Manczak (1) David W. Zhang (1)

Research topics

Machine Learning (4) Artificial Intelligence (2) Core AI (2) Learning Types (2) Computer Vision (1) Deep Learning (1) Application Areas (1) Core Methods (1) Processing (1) Techniques (1)

Keywords

neural video compression (2) motion compensation (2) rate-distortion optimization (2) autoregressive model (1) mobile device (1) predictive sampling (1) neuro-symbolic approach (1) video compression (1) neural video codec (1) sampling speed (1) video coding (1) prioritized experience replay (1) variable bitrate (1) general intelligence (1) residual prediction (1) hindsight replay (1) region-of-interest coding (1) discrete latent (1) likelihood modeling (1) hierarchical redundancy (1)

Papers

CodeIt: Self-Improving Language Models with Prioritized Hindsight Replay ICML 2024 MobileNVC: Real-Time 1080p Neural Video Compression on a Mobile Device WACV 2024 A Neural Video Codec With Spatial Rate-Distortion Control WACV 2023 Boosting Neural Video Codecs by Exploiting Hierarchical Redundancy WACV 2023 Predictive Sampling with Forecasting Autoregressive Models ICML 2020