WP.10
Reducing The Amortization Gap of Entropy Bottleneck In End-to-End Image Compression
Muhammet BALCILAR, Bharath Bhushan Damodaran, Pierre Hellier, InterDigital, Inc., France
Session:
Learning-Based Image and Video Coding and Processing
Track:
Visual data coding and processing
Location:
Almaden Foyer
Presentation Time:
Wed, 7 Dec, 15:30 - 16:30 PST (UTC -7)
Session Chair:
Jie Liang, Simon Fraser University, Canada
Presentation
Discussion
Resources
No resources available.
Session WP
WP.1: Improving The Reconstruction Quality by Overfitted Decoder Bias in Neural Image Compression
Oussama Jourairi, InterDigital, Inc. and Ecole Centrale de Lille, France; Muhammet Balcilar, Anne Lambert, François Schnitzler, InterDigital, Inc., France
WP.2: EXPLAINING HIERARCHICAL FEATURES IN DYNAMIC POINT CLOUD PROCESSING
Pedro Gomes, Laura Toni, University College of London, United Kingdom of Great Britain and Northern Ireland; Silvia Rossi, Centrum Wiskunde & Informatica, Netherlands
WP.3: OPENING THE BLACK BOX OF LEARNED IMAGE CODERS
Zhihao Duan, Fengqing Zhu, Purdue University, United States of America; Ming Lu, Zhan Ma, Nanjing University, China
WP.4: ENHANCEMENT OF CNN-BASED PROBABILITY MODELING BY LOCALLY TRAINED ADAPTIVE PREDICTION FOR EFFICIENT LOSSLESS IMAGE CODING
Keisuke Kaji, Yasuyo Kita, Ichiro Matsuda, Susumu Itoh, Tokyo University of Science, Japan; Yusuke Kameda, Sophia University, Japan
WP.5: A DEEP LEARNING POST-PROCESSOR WITH A PERCEPTUAL LOSS FUNCTION FOR VIDEO COMPRESSION ARTIFACT REMOVAL
Darren Ramsook, Anil Kokaram, Trinity College Dublin, Ireland; Neil Birkbeck, Yeping Su, Balu Adsumilli, YouTube/Google, United States of America
WP.6: PERFORMANCE-COMPLEXITY ANALYSIS OF ADAPTIVE LOOP FILTER WITH A CNN-BASED CLASSIFICATION
Wang-Q Lim, Björn Stallenberger, Jonathan Pfaff, Heiko Schwarz, Detlev Marpe, Thomas Wiegand, Fraunhofer Heinrich Hertz Institute (HHI), Germany
WP.7: SUBSTITUTIONAL NEURAL IMAGE COMPRESSION
Xiao Wang, Brian Kulis, Peter Chin, Boston University, United States of America; Ding Ding, Wei Jiang, Wei Wang, Xiaozhong Xu, Shan Liu, Tencent America, United States of America
WP.8: Overview of Grand Challenge on Neural Network-based Video Coding in ISCAS 2022
Yue Li, Li Zhang, Jizheng Xu, Kai Zhang, Bytedance Inc., United States of America
WP.9: Accelerated Deep Lossless Image Coding with Unified Paralleleized GPU Coding Architecture
Benjamin Lukas Cajus Barzen, Fedor Glazov, Jonas Geistert, Thomas Sikora, TU Berlin, Germany
WP.10: Reducing The Amortization Gap of Entropy Bottleneck In End-to-End Image Compression
Muhammet BALCILAR, Bharath Bhushan Damodaran, Pierre Hellier, InterDigital, Inc., France