Invention Grant
- Patent Title: Method and apparatus for variable rate compression with a conditional autoencoder
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Application No.: US16576166Application Date: 2019-09-19
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Publication No.: US10886943B2Publication Date: 2021-01-05
- Inventor: Yoo Jin Choi , Mostafa El-Khamy , Jungwon Lee
- Applicant: Samsung Electronics Co., Ltd.
- Applicant Address: KR Gyeonggi-do
- Assignee: Samsung Electronics Co., Ltd.
- Current Assignee: Samsung Electronics Co., Ltd.
- Current Assignee Address: KR Gyeonggi-do
- Agency: The Farrell Law Firm, P.C.
- Main IPC: H03M7/30
- IPC: H03M7/30 ; H04N19/147 ; G06N3/08 ; G06N3/04 ; H04N19/19 ; H04N19/13 ; H04L1/00
Abstract:
A method and apparatus for variable rate compression with a conditional autoencoder is herein provided. According to one embodiment, a method includes training a conditional autoencoder using a Lagrange multiplier and training a neural network that includes the conditional autoencoder with mixed quantization bin sizes.
Public/Granted literature
- US20200304147A1 METHOD AND APPARATUS FOR VARIABLE RATE COMPRESSION WITH A CONDITIONAL AUTOENCODER Public/Granted day:2020-09-24
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