IEEE ICASSP 2022

2022 IEEE International Conference on Acoustics, Speech and Signal Processing

7-13 May 2022
  • Virtual (all paper presentations)
22-27 May 2022
  • Main Venue: Marina Bay Sands Expo & Convention Center, Singapore
27-28 October 2022
  • Satellite Venue: Crowne Plaza Shenzhen Longgang City Centre, Shenzhen, China

ICASSP 2022
MLSP-4: Deep Learning I
Sun, 8 May, 21:00 - 21:45 China Time (UTC +8)
Sun, 8 May, 13:00 - 13:45 UTC
Location: Gather Area F
Session Chair: Sijia Liu, Michigan State University
Track: Machine Learning for Signal Processing

MLSP-4.1: UNCERTAINTY IN DATA-DRIVEN KALMAN FILTERING FOR PARTIALLY KNOWN STATE-SPACE MODELS
Itzik Klein, University of Haifa, Israel; Guy Revach, Jonas E. Mehr, ETH Zürich, Switzerland; Nir Shlezinger, Ben-Gurion University of the Negev, Israel; Ruud J. G. van Sloun, Eindhoven University of Technology, and with Phillips Research, Netherlands; Yonina. C. Eldar, Weizmann Institute of Science, Israel

MLSP-4.2: DEEP PIECEWISE HASHING FOR EFFICIENT HAMMING SPACE RETRIEVAL
Jingzi Gu, Dayan Wu, Peng Fu, Bo Li, Weiping Wang, Institute of Information Engineering, Chinese Academy of Sciences, China

MLSP-4.3: SODA: Self-organizing data augmentation in deep neural networks - Application to biomedical image segmentation tasks
Arnaud Deleruyelle, John Klein, Cristian Versari, Université de Lille, France

MLSP-4.4: DEEP IMPULSE RESPONSES: ESTIMATING AND PARAMETERIZING FILTERS WITH DEEP NETWORKS
Alexander Richard, Peter Dodds, Vamsi Krishna Ithapu, Facebook Inc, United States of America

MLSP-4.5: JOINT TEMPORAL CONVOLUTIONAL NETWORKS AND ADVERSARIAL DISCRIMINATIVE DOMAIN ADAPTATION FOR EEG-BASED CROSS-SUBJECT EMOTION RECOGNITION
Zhipeng He, Yongshi Zhong, Jiahui Pan, South China Normal University, China

MLSP-4.6: GRADIENT VARIANCE LOSS FOR STRUCTURE-ENHANCED IMAGE SUPER-RESOLUTION
Lusine Abrahamyan, Nikos Deligiannis, Vrije Universiteit Brussel, Belgium; Anh Minh Truong, Wilfried Philips, Ghent University, Belgium