International Workshop on
January 11th 2021, in conjunction with the
International Conference on Pattern Recognition (ICPR'20)
The program consists of invited talks, delivered by world-famed experts in forecasting, oral presentations by the authors of accepted papers, invited spotlight presentations, brief highlights into recent possibly-influential forecasting work, and a panel discussion, where open problems in forecasting across the various fields of science would be discussed.
The workshop starts at 12:00 CET and would conclude with a panel discussion by 16:00 CET.
12:00 (5') Opening by workshop chairs
12:05 (20') Invited talk: Prof. Thomas Brox + Dr. Osama Makansi, University of Freiburg, DE
12:25 (20') Invited talk: Prof. Dino Zardi, University of Trento, IT
12:45 (10') Oral presentation: Wonjik Kim, Masayuki Tanaka, Masatoshi Okutomi, Yoko Sasaki. "Adaptive Future Frame Prediction with Ensemble Network"
12:55 (20') Invited talk: Prof. Carolina García Martos, Universidad Politécnica de Madrid, ES
13:15 (20') Invited talk: Prof. Giovanni Maria Farinella, University of Catania, IT
13:35 (15') Invited spotlight presentations:
Alessia Bertugli, Simone Calderara, Pasquale Coscia, Lamberto Ballan, Rita Cucchiara. "AC-VRNN: Attentive Conditional-VRNN for Multi-Future Trajectory Prediction"
Xinshuo Weng, Jianren Wang, Sergey Levine, Kris Kitani, Nick Rhinehart. "Inverting the Pose Forecasting Pipeline with SPF2: Sequential Pointcloud Forecasting for Sequential Pose Forecasting"
Ye Yuan, Kris Kitani. "DLow: Diversifying Latent Flows for Diverse Human Motion Prediction"
Francesco Giuliari, Irtiza Hasan, Marco Cristani, Fabio Galasso. "Transformer Networks for Trajectory Forecasting"
Geri Skenderi, Marco Cristani. "Short and long-term clothing sales forecasting with exogenous factors"
Christian Joppi, Marco Cristani, Andrea Giachetti. "Finding a needle in a haystack: forecasting user search for fine-grained image retrieval"
Junwei Liang, Lu Jiang, Kevin Murphy, Ting Yu, Alexander Hauptmann. "The Garden of Forking Paths: Towards Multi-Future Trajectory Prediction"
13:50 (20') Invited talk: Prof. Marco Bee, University of Trento, IT
14:10 (20') Invited talk: Prof. Novella Bartolini, Sapienza University, IT
14:30 (10') Oral presentation: Yasuno Takato, Akira Ishii. "Rain Code: Multi-Frame Based Forecasting Spatiotemporal Precipitation Using ConvLSTM"
14:40 (20') Invited talk: Dr. Pratik Prabhanjan Brahma, Volkswagen, Belmont, CA
15:00 (20') Invited talk: Dr. James Harrison, Stanford University, CA
15:20 (40') Panel Discussion and concluding remarks
Invited talks will focus on methodologies and applications of forecasting from various fields of science, to represent the topics of interest of the workshop. Invited speakers are: