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-24: Deep Generative Model
Tue, 10 May, 21:00 - 21:45 China Time (UTC +8)
Tue, 10 May, 13:00 - 13:45 UTC
Location: Gather Area F
Session Chair: Danilo Comminiello, Sapienza University of Rome
Track: Machine Learning for Signal Processing

MLSP-24.1: SIMPLER IS BETTER: SPECTRAL REGULARIZATION AND UP-SAMPLING TECHNIQUES FOR VARIATIONAL AUTOENCODERS
Sara Björk, UiT The Arctic University of Norway, Norway; Jonas Nordhaug Myhre, Thomas Haugland Johansen, NORCE Norwegian Research Centre, Norway

MLSP-24.2: AUGMENTING MOLECULAR DEEP GENERATIVE MODELS WITH TOPOLOGICAL DATA ANALYSIS REPRESENTATIONS
Yair Schiff, Vijil Chenthamarakshan, Samuel Hoffman, Karthikeyan Natesan Ramamurthy, Payel Das, IBM, United States of America

MLSP-24.3: StyleGAN-induced data-driven regularization for inverse problems
Arthur Conmy, Subhadip Mukherjee, Carola-Bibiane Schönlieb, University of Cambridge, United Kingdom of Great Britain and Northern Ireland

MLSP-24.4: A CLOSER LOOK AT AUTOENCODERS FOR UNSUPERVISED ANOMALY DETECTION
Oyebade Oyedotun, Djamila Aouada, University of Luxembourg, Luxembourg

MLSP-24.5: NFT-K: NON-FUNGIBLE TANGENT KERNELS
Sina Alemohammad, Hossein Babaei, CJ Barberan, Naiming Liu, Lorenzo Luzi, Blake Mason, Richard Baraniuk, Rice University, United States of America

MLSP-24.6: ON DATA AUGMENTATION FOR GAN TRAINING
Ngoc-Trung Tran, Viet-Hung Tran, Ngoc-Bao Nguyen, Trung-Kien Nguyen, Ngai-Man (Man) Cheung, Singapore University of Technology and Design (SUTD), Singapore