MP2.L5.4
Investigating Self-Supervised Methods for Label-Efficient Learning
Srinivasa Nandam, University of Surrey, United Kingdom of Great Britain and Northern Ireland; Sara Atito, Joint position at the University of Surrey between the Centre for Vision, Speech and Signal Processing (CVSSP) and the Institute of People-Centred Artificial Intelligence., United Kingdom of Great Britain and Northern Ireland; Zhenhua Feng, Josef Kittler, Muhammad Awais, University of Surrey, United Kingdom of Great Britain and Northern Ireland
Session:
MP2.L5: Image & Video Representation Lecture
Track:
Image and Video Sensing, Modeling, and Representation
Location:
Capital Suite - 17
Presentation Time:
Mon, 28 Oct, 17:24 - 17:42 Gulf Standard Time (UTC +4)
Session Chair:
João Ascenso, Instituto Superior Técnico - University of Lisbon
Session MP2.L5
MP2.L5.1: SimSAM: Simple Siamese Representation-Based Semantic Affinity Matrix for unsupervised image segmentation
Chanda Grover Kamra, Ashoka University, India; Indra Deep Mastan, Indian Institute of Technology, IIT-BHU, India; Nitin Kumar, Shiv Nadar University, India; Debayan Gupta, Ashoka University, India
MP2.L5.2: ROBUST REPRESENTATION LEARNING WITH SELF-DISTILLATION FOR DOMAIN GENERALIZATION
Ankur Singh, Senthilnath Jayavelu, Institute for Infocomm Research (I2R), Agency for Science, Technology and Research (A*STAR), Singapore
MP2.L5.3: An Anchor-free Contour-based Method for Instance Segmentation
Tzu-Han Huang, Wen-Jiin Tsai, National Yang Ming Chiao Tung University, Taiwan
MP2.L5.4: Investigating Self-Supervised Methods for Label-Efficient Learning
Srinivasa Nandam, University of Surrey, United Kingdom of Great Britain and Northern Ireland; Sara Atito, Joint position at the University of Surrey between the Centre for Vision, Speech and Signal Processing (CVSSP) and the Institute of People-Centred Artificial Intelligence., United Kingdom of Great Britain and Northern Ireland; Zhenhua Feng, Josef Kittler, Muhammad Awais, University of Surrey, United Kingdom of Great Britain and Northern Ireland
MP2.L5.5: Masked Signal Modeling for Plastic Waste Resin Classification
Somayeh Ebrahimkhani, Singapore University of Technology and Design (SUTD), Singapore; Jonathan Zheng, A*STAR (Agency for Science, Technology and Research, Singapore; Andrew Chun Yong Ngo, A*STAR (Agency for Science, Technology and Research), Singapore; Ngai-Man Cheung, Singapore University of Technology and Design (SUTD), Singapore
Contacts