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08/23/2021
ODAM: Object Detection, Association, and Mapping using Posed RGB Video
Localizing objects and estimating their extent in 3D is an important ste...
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06/21/2020
Pose Trainer: Correcting Exercise Posture using Pose Estimation
Fitness exercises are very beneficial to personal health and fitness; ho...
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04/28/2020
Minority Reports Defense: Defending Against Adversarial Patches
Deep learning image classification is vulnerable to adversarial attack, ...
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10/02/2019
Generating Semantic Adversarial Examples with Differentiable Rendering
Machine learning (ML) algorithms, especially deep neural networks, have ...
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07/12/2019
Stateful Detection of Black-Box Adversarial Attacks
The problem of adversarial examples, evasion attacks on machine learning...
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03/15/2019
DFineNet: Ego-Motion Estimation and Depth Refinement from Sparse, Noisy Depth Input with RGB Guidance
Depth estimation is an important capability for autonomous vehicles to u...
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12/06/2018
Online Model Distillation for Efficient Video Inference
High-quality computer vision models typically address the problem of und...
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03/31/2018
Compare and Contrast: Learning Prominent Visual Differences
Relative attribute models can compare images in terms of all detected pr...
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03/29/2018