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06/25/2022
Enhanced Deep Animation Video Interpolation
Existing learning-based frame interpolation algorithms extract consecuti...
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02/06/2022
Perceptual Coding for Compressed Video Understanding: A New Framework and Benchmark
Most video understanding methods are learned on high-quality videos. How...
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11/01/2021
Bounds all around: training energy-based models with bidirectional bounds
Energy-based models (EBMs) provide an elegant framework for density esti...
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08/02/2021
Wood-leaf classification of tree point cloud based on intensity and geometrical information
Terrestrial laser scanning (TLS) can obtain tree point cloud with high p...
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07/24/2021
Self-Conditioned Probabilistic Learning of Video Rescaling
Bicubic downscaling is a prevalent technique used to reduce the video st...
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07/22/2021
EAN: Event Adaptive Network for Enhanced Action Recognition
Efficiently modeling spatial-temporal information in videos is crucial f...
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03/17/2021
Prediction-assistant Frame Super-Resolution for Video Streaming
Video frame transmission delay is critical in real-time applications suc...
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09/23/2020
Generative Model without Prior Distribution Matching
Variational Autoencoder (VAE) and its variations are classic generative ...
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07/22/2020
Video-ception Network: Towards Multi-Scale Efficient Asymmetric Spatial-Temporal Interactions
Previous video modeling methods leverage the cubic 3D convolution filter...
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03/25/2020
Content Adaptive and Error Propagation Aware Deep Video Compression
Recently, learning based video compression methods attract increasing at...
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02/27/2020
Blurry Video Frame Interpolation
Existing works reduce motion blur and up-convert frame rate through two ...
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02/12/2020
Uniform Interpolation Constrained Geodesic Learning on Data Manifold
In this paper, we propose a method to learn a minimizing geodesic within...
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04/01/2019
Depth-Aware Video Frame Interpolation
Video frame interpolation aims to synthesize nonexistent frames in-betwe...
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11/30/2018
DVC: An End-to-end Deep Video Compression Framework
Conventional video compression approaches use the predictive coding arch...
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10/20/2018