Bryan Seybold

6 papers · 2018–2024 · 3 venues · across top CS/AI venues

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Achievements

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🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10)

👥 Mega-Team · Squad 🚀 Conference Pioneer

Venues

CVPR (2) ECCV (2) ICML (2)

Top co-authors

Anja Hauth (2) C.-C. Jay Kuo (2) Alexey Vorobyov (2) Siyang Li (2) vighnesh Birodkar (1) Jonathan Huang (1) Alonso Martinez (1) Zhe Dong (1) David A. Ross (1) Hung Bui (1)

Research topics

Artificial Intelligence (2) Computer Vision (2) Core AI (2) Processing (2) Deep Learning (1) Machine Learning (1) Natural Language Processing (1) Analysis (1) Core Methods (1) Generation (1) Models (1)

Keywords

action recognition (1) variational inference (1) transfer learning (1) object detection (1) video generation (1) video understanding (1) transformer (1) object tracking (1) optical flow (1) convolutional neural network (1) language model (1) continuous latent variable (1) discrete latent variable (1) time series segmentation (1) reparameterization trick (1) temporal action localization (1) switching dynamical system (1) action proposal (1) unsupervised video object segmentation (1) instance embedding (1)

Papers

VideoPoet: A Large Language Model for Zero-Shot Video Generation ICML 2024 Learning Audio-Video Modalities from Image Captions ECCV 2022 Collapsed Amortized Variational Inference for Switching Nonlinear Dynamical Systems ICML 2020 Instance Embedding Transfer to Unsupervised Video Object Segmentation CVPR 2018 Rethinking the Faster R-CNN Architecture for Temporal Action Localization CVPR 2018 Unsupervised Video Object Segmentation with Motion-based Bilateral Networks ECCV 2018