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10/15/2022
Learned Video Compression for YUV 4:2:0 Content Using Flow-based Conditional Inter-frame Coding
This paper proposes a learning-based video compression framework for var...
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09/27/2022
Neural Frank-Wolfe Policy Optimization for Region-of-Interest Intra-Frame Coding with HEVC/H.265
This paper presents a reinforcement learning (RL) framework that utilize...
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09/05/2022
B-CANF: Adaptive B-frame Coding with Conditional Augmented Normalizing Flows
This work introduces a B-frame coding framework, termed B-CANF, that exp...
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07/12/2022
CANF-VC: Conditional Augmented Normalizing Flows for Video Compression
This paper presents an end-to-end learning-based video compression syste...
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03/10/2022
Action-Constrained Reinforcement Learning for Frame-Level Bit Allocation in HEVC/H.265 through Frank-Wolfe Policy Optimization
This paper presents a reinforcement learning (RL) framework that leverag...
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07/18/2021
ANFIC: Image Compression Using Augmented Normalizing Flows
This paper introduces an end-to-end learned image compression system, te...
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04/05/2021