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06/07/2023
3D Human Keypoints Estimation From Point Clouds in the Wild Without Human Labels
Training a 3D human keypoint detector from point clouds in a supervised ...
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12/15/2022
HUM3DIL: Semi-supervised Multi-modal 3D Human Pose Estimation for Autonomous Driving
Autonomous driving is an exciting new industry, posing important researc...
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10/14/2022
Motion Inspired Unsupervised Perception and Prediction in Autonomous Driving
Learning-based perception and prediction modules in modern autonomous dr...
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08/04/2022
Risk-Aware Linear Bandits: Theory and Applications in Smart Order Routing
Motivated by practical considerations in machine learning for financial ...
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12/15/2019
Action Genome: Actions as Composition of Spatio-temporal Scene Graphs
Action recognition has typically treated actions and activities as monol...
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10/03/2019
Learning Temporal Action Proposals With Fewer Labels
Temporal action proposals are a common module in action detection pipeli...
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06/27/2019
Few-Shot Video Classification via Temporal Alignment
There is a growing interest in learning a model which could recognize no...
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08/11/2017