Human Centric Self-Supervised Learning

Accepted Papers

  • Self-Supervised Transfer Learning for COVID-19 Detection from Chest X-Ray Images - Guang Li (Hokkaido University); Ren Togo (Hokkaido University); Takahiro Ogawa (Hokkaido University); Miki Haseyama (Hokkaido University)
  • GEO-BLEU: Similarity Measure for Geospatial Sequences - Toru Shimizu (Yahoo Japan Corporation); Kota Tsubouchi (Yahoo Japan Corporation); Takahiro Yabe (MIT Media Lab) - Paper link
  • Online Adaptation of Neural Network Models by Modified Extended Kalman Filter for Customizable and Transferable Driving Behavior Prediction - Letian Wang (Carnegie Mellon University); Yeping Hu (University of California Berkeley); Changliu Liu (Carnegie Mellon University) - Paper link
  • Self-supervised Remote Monitoring of Heart Rate from Videos - Divij Gupta (Queen's University); Ali Etemad (Queen's University)
  • View-Invariant Compact Contrastive Learning for Facial Expression Recognition - Shuvendu Roy (Queen's University); Ali Etemad (Queen's University)
  • Contrastive Self-supervised Learning for Human Activity Recognition using Inertial and Skeleton Modalities - Bulat Khaertdinov (Maastricht University); Razvan Brinzea (Maastricht University); Stylianos Asteriadis (Maastricht University)
  • Gaze Estimation with Eye Region Segmentation and Self-Supervised Multistream Learning - Zunayed Mahmud (Queen's University); Paul Hungler (Queen's University ); Ali Etemad (Queen's University) - Paper link
  • Pairwise Representation Alignment for Semi-Supervised EEG-based Emotion Recognition - Guangyi Zhang (Queen's University); Ali Etemad (Queen's University)
  • UserBERT: Modeling Long- and Short-Term User Preferences via Self-Supervision - Tianyu Li (Rakuten Institute of Technology); Ali Cevahir (Rakuten Institute of Technology ); Derek Cho (Rakuten); Hao Gong (Rakuten Institute of Technology); DuyKhuong Nguyen (Rakuten); Bjorn Stenger (Rakuten Institute of Technology) - Paper link
  • Consistency Based Weakly Self-Supervised Learning for Human Activity Recognition with Wearables - Taoran Sheng (University of Texas at Arlington); Manfred Huber (University of Texas at Arlington) - Paper link