IPCV will be formed of four invited talks and seven paper presentations. Following the ECCV guidelines, all presentations will be available as pre-recorded videos and there will be two live sessions. The workshop will be hosted at the conference’s virtual platform at the following address:
https://workshopsandtutorials.eccv2020.eu/papers/subject/imbalance-problems-in-computer-vision/
**Invited Speakers**
Bernt Schiele
Max Planck Director at the Max Planck Institute for Informatics; Professor at Saarland University
Ming-Hsuan Yang
Professor at the University of California Merced; Research Scientist at Google
Vittorio Ferrari
Research Scientist at Google; Honorary Professor at the University of Edinburgh
Tengyu Ma
Professor of Computer Science and Statistics at the Stanford University
Kelam Oksuz
Middle East Technical University
**Contributed Papers**
“A Machine Learning Approach to Assess Student Group Collaboration Using Individual Level Behavioral Cues” by Anirudh Som, Sujeong Kim, Bladimir Lopez-Prado, Svati Dhamija, Nonye Alozie, Amir Tamrakar
“Remix: Rebalanced Mixup” by Hsin-Ping Chou, Shih-Chieh Chang, Jia-Yu Pan, Wei Wei, Da-Cheng Juan
“Generalized Many-Way Few-Shot Video Classification” by Yongqin Xian, Bruno Korbar, Matthijs Douze, Bernt Schiele, Zeynep Akata, Lorenzo Torresani
“GAN-Based Anomaly Detection in Imbalance Problems” by Junbong Kim, kwanghee Jeong, Hyomin Choi, Kisung Seo
“Active Class Incremental Learning for Imbalanced Datasets” by Eden Belouadah, Adrian Popescu, Umang Aggarwal, Léo Saci
“Knowledge Distillation for Multi-task Learning” by Wei-Hong Li, Hakan Bilen
“Mitigating Dataset Imbalance via Joint Generation and Classification” by Aadarsh Sahoo, Ankit Singh, Rameswar Panda, Rogerio Feris, Abir Das
**Participation Details**
Participation to our workshop requires registration at https://eccv2020.eu/
The pre-recorded videos and session recordings will be made available openly after the conference.
**Program**
Pre-recorded Session:
10 min: Welcome & introduction to the workshop
45 min: Invited Talk by Bernt Schiele
45 min: “Imbalance Problems in Object Detection”, Kemal Oksuz
45 min: Invited Talk by Ming-Hsuan Yang
70 min: Paper Presentations (10 min for each paper)
45 min: Invited Talk by Vittorio Ferrari
45 min: Invited Talk by Tengyu Ma
Two Live Sessions (in UTC+1 timezone):
Session 1 (10:00-12:00am)
Session 2 (18:00-20:00)
Please check our webpage for up-to-date program: https://sites.google.com/view/ipcv2020/program
IPCV Organizing Committee
Sinan Kalkan, University of Cambridge; Middle East Technical University
Emre Akbas, Middle East Technical University
Nuno Vasconcelos, University of California San Diego
Baris Can Cam, Middle East Technical University
Kemal Oksuz, Middle East Technical University