Technical Program

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COM-01: Machine Learning for Image and Video Compression

Interactive Q&A Time: Monday, 26 October, 14:00 - 14:25
Virtual Session: View on Virtual Platform
Session Chairs: Debargha Mukherjee, Google, Inc. and Patrick Le Callet, Nantes University
 
 COM-01.1: DEVELOPMENT OF NEW FRACTAL AND NON-FRACTAL DEEP RESIDUAL NETWORKS FOR DEBLOCKING OF JPEG DECOMPRESSED IMAGES
         Alireza Esmaeilzehi; Concordia University
         M. Omair Ahmad; Concordia University
         M.N.S. Swamy; Concordia University
 
 COM-01.2: AUGMENTING JPEG2000 WITH WAVELET COEFFICIENT PREDICTION
         Antoni Dimitriadis; University of New South Wales
         David Taubman; University of New South Wales
 
 COM-01.3: SEMANTIC-PRESERVING IMAGE COMPRESSION
         Neel Patwa; Intel
         Nilesh Ahuja; Intel
         Srinivasa Somayazulu; Intel
         Omesh Tickoo; Intel
         Srenivas Varadarajan; Samsung
         Shashidhar Koolagudi; NIT Karnataka
 
 COM-01.4: RATE DISTORTION OPTIMIZATION OVER LARGE SCALE VIDEO CORPUS WITH MACHINE LEARNING
         Sam John; Google
         Akshay Gadde; Google
         Balu Adsumilli; Google
 
 COM-01.5: ASYMMETRIC CONVOLUTIONAL RESIDUAL NETWORK FOR AV1 INTRA IN-LOOP FILTERING
         Jiangyue Xia; Tsinghua University
         Jiangtao Wen; Tsinghua University
 
 COM-01.6: MULTI-MODE INTRA PREDICTION FOR LEARNING-BASED IMAGE COMPRESSION
         Henrique Costa Jung; Universidade de Brasilia
         Nilson Donizete Guerin Jr; Universidade de Brasilia
         Raphael Soares Ramos; Universidade de Brasilia
         Bruno Macchiavello; Universidade de Brasilia
         Eduardo Peixoto; Universidade de Brasilia
         Edson Mintsu Hung; Universidade de Brasilia
         Teofilo de Campos; Universidade de Brasilia
         Renam Castro da Silva; Samsung R&D Institute Brazil
         Vanessa Testoni; Samsung R&D Institute Brazil
         Pedro Garcia Freitas; Samsung R&D Institute Brazil
 
 COM-01.7: SHRINKAGE AS ACTIVATION FOR LEARNED IMAGE COMPRESSION
         Ogun Kirmemis; Koc University
         A. Murat Tekalp; Koc University
 
 COM-01.8: PARAMETRIC GRAPH-BASED SEPARABLE TRANSFORMS FOR VIDEO CODING
         Hilmi E. Egilmez; Qualcomm Technologies, Inc.
         Oguzhan Teke; California Institute of Technology
         Amir Said; Qualcomm Technologies, Inc.
         Vadim Seregin; Qualcomm Technologies, Inc.
         Marta Karczewicz; Qualcomm Technologies, Inc.
 
 COM-01.9: END-TO-END RATE-DISTORTION OPTIMIZATION FOR BI-DIRECTIONAL LEARNED VIDEO COMPRESSION
         Mustafa Akin Yilmaz; Koc University
         Ahmet Murat Tekalp; Koc University
 
 COM-01.10: YOCO: LIGHT-WEIGHT RATE CONTROL MODEL LEARNING
         Yangfan Sun; University of Missouri-Kansas City
         Li Li; University of Missouri-Kansas City
         Zhu Li; University of Missouri-Kansas City
         Shan Liu; Tencent America