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03/25/2023
FlexNeRF: Photorealistic Free-viewpoint Rendering of Moving Humans from Sparse Views
We present FlexNeRF, a method for photorealistic freeviewpoint rendering...
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10/08/2022
Sequential Ensembling for Semantic Segmentation
Ensemble approaches for deep-learning-based semantic segmentation remain...
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01/27/2021
Multi-Hypothesis Pose Networks: Rethinking Top-Down Pose Estimation
A key assumption of top-down human pose estimation approaches is their e...
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03/07/2020
PoseNet3D: Unsupervised 3D Human Shape and Pose Estimation
Recovering 3D human pose from 2D joints is a highly unconstrained proble...
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04/10/2019
Learning to Generate Synthetic Data via Compositing
We present a task-aware approach to synthetic data generation. Our frame...
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04/09/2019
Unsupervised 3D Pose Estimation with Geometric Self-Supervision
We present an unsupervised learning approach to recover 3D human pose fr...
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12/16/2018
"When and Where?": Behavior Dominant Location Forecasting with Micro-blog Streams
The proliferation of smartphones and wearable devices has increased the ...
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08/22/2018
Can 3D Pose be Learned from 2D Projections Alone?
3D pose estimation from a single image is a challenging task in computer...
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04/29/2018
CRAFT: Complementary Recommendations Using Adversarial Feature Transformer
Traditional approaches for complementary product recommendations rely on...
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03/23/2018