Jacob Walker

4 papers · 2014–2024 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer

Venues

ICCV (2) CVPR (1) NeurIPS (1)

Top co-authors

Martial Hebert (3) Abhinav Gupta (3) Lu Jiang (1) Brendan Jou (1) Lijun Yu (1) Kenneth Marino (1) Gwanghyun Kim (1) José Lezama (1) Agrim Gupta (1) Aren Jansen (1)

Research topics

Deep Learning (3) Artificial Intelligence (2) Machine Learning (2) Architectures (2) Core AI (2) Computer Vision (1) Core Methods (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Models (1) Processing (1)

Keywords

motion prediction (2) unsupervised learning (2) computer vision (1) video prediction (1) diffusion model (1) convolutional neural network (1) latent diffusion (1) audio-visual generation (1) visual prediction (1) noise level (1) optical flow prediction (1) mid-level visual element (1) future event (1) temporal modeling (1)

Papers

A Versatile Diffusion Transformer with Mixture of Noise Levels for Audiovisual Generation NeurIPS 2024 The Pose Knows: Video Forecasting by Generating Pose Futures ICCV 2017 Dense Optical Flow Prediction From a Static Image ICCV 2015 Patch to the Future: Unsupervised Visual Prediction CVPR 2014