Ann Kennedy

4 papers · 2021–2023 · 2 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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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10) 👥 Mega-Team · Squad

Venues

CVPR (3) ICML (1)

Top co-authors

Jennifer J. Sun (4) Yisong Yue (4) Pietro Perona (4) Serim Ryou (2) David J. Anderson (2) Sebastian Oleszko (1) Dipam Chakraborty (1) Zachary Partridge (1) Georgia Gkioxari (1) Bingni W. Brunton (1)

Research topics

Machine Learning (4) Learning Types · Machine Learning (4) Artificial Intelligence (3) Deep Learning (3) Core AI (3) Learning Types · Deep Learning (3) Core Methods (2) Computer Vision (1) Interdisciplinary (1) Analysis (1) Science (1)

Keywords

self-supervised learning (3) encoder-decoder architecture (2) pose estimation (1) trajectory modeling (1) human pose estimation (1) behavior analysis (1) 3d pose estimation (1) behavior recognition (1) video representation (1) keypoint detection (1) annotation efficiency (1) trajectory embedding (1) behavior representation (1) pose tracking (1) multi-view video (1) spatio-temporal representation (1) geometric bottleneck (1) self-supervised keypoint discovery (1) volumetric heatmap (1) multi-task self-supervised learning (1)

Papers

BKinD-3D: Self-Supervised 3D Keypoint Discovery From Multi-View Videos CVPR 2023 MABe22: A Multi-Species Multi-Task Benchmark for Learned Representations of Behavior ICML 2023 Self-Supervised Keypoint Discovery in Behavioral Videos CVPR 2022 Task Programming: Learning Data Efficient Behavior Representations CVPR 2021