Program
Invited Speakers
Invited talks will feature diverse topics within the area of multimodal sensor understanding, including the state-of-the-art modeling approaches, new datasets, privacy and ethical concerns around wearable sensors, etc.
Alessandro Suglia
Assistant Professor
Heriot-Watt University
Danilo Pau
Director
Edge AI, ST-Microelectronics
Schedule
Date and Time: June 10th 2023, 2:00 – 5:30 PM (local time)
Location: Delphi Amphitheater
The workshop will feature invited talks, poster sessions and oral presentation sessions.
More detailed schedule for the workshop is as follows.
Oral Session 1 (Chair: Seungwhan Moon)
2 - 2:10 PM: Introduction and Opening Marks (Presenter: Seungwhan Moon)
2:10 - 2:40: Keynote Talk 1: "Multimodal Embodied Models: Enabling Embodied Artificial Agents to Act and Reason Using Multimodal Perception" (Presenter: Alessandro Suglia)
Poster Session (Chair: Seungwhan Moon & Claudio Gallicchio)
2:40 - 3:30: Poster Session (All Accepted Authors)
3:30 - 4:00: Coffee Break
Oral Session 2 (Chair: Claudio Gallicchio)
4:00 - 4:30: Keynote Talk 2: "Tiny Sensors: What future for them ?" (Presenter: Danilo Pau)
4:30 - 4:45: Oral Presentation 1: "A Dataset for Foreground Speech Analysis with Smartwatches in Everyday Home Environments" (Presenter: Dawei Liang)
4:45 - 5:00: Oral Presentation 2: "A CRNN-GCN Piano Transcription Model Based on Audio and Skeleton Features" (Presenter: Wei Xu)
5:00 - 5:30: Keynote Talk 3: "Visual Learning of Sounds in Spaces" (Presenter: Kristen Grauman)
5:30: Closing Remarks (Presenter: Claudio Gallicchio)
Please also refer to the tentative conference program here.
All Accepted Papers
The list of all accepted papers is as follows.
"A Dataset for Foreground Speech Analysis with Smartwatches in Everyday Home Environments"
Dawei Liang (UT Austin)*; Zifan Xu (University of Texas at Austin); Yinuo Chen (UT Austin); Rebecca Adaimi (UT Austin); David Harwath (The University of Texas at Austin); Edison Thomaz (The University of Texas at Austin)
"A CRNN-GCN Piano Transcription Model Based on Audio and Skeleton Features"
Yuqing Li (Huazhong University of Science and Technology); Xianke Wang (Huazhong University of Science and Technology); Ruimin Wu (Huazhong University of Science and Technology); Wei Xu (Huazhong University of Science and Technology)*; Wenqing Cheng (Huazhong University of Science and Technology)
"Prediction of Driver's Stress Affection in Simulated Autonomous Driving Scenarios"
Valerio De Caro (University of Pisa)*; Herbert Danzinger (AVL List Gmbh); Claudio Gallicchio (University of Pisa); Clemens Könczöl (University of Graz); Vincenzo Lomonaco (University of Pisa); Mina Marmpena (Information Technology for Market Leadership); Sevasti Politi (Information Technology for Market Leadership); Omar Veledar (Graz University of Technology); Davide Bacciu (Univeristy of Pisa)
"A SURVEY OF DATASETS, APPLICATIONS, AND MODELS FOR IMU SENSOR SIGNALS"
Aparajita Saraf (Meta AI)*; Seungwhan Moon (Meta AI); Andrea Madotto (Meta AI)
"Ambient Sleep Quality Analysis with A Machine Learning Model"
Mehmet F Bagci (San Diego State University & University of California San Diego)*; Truong Nguyen (UC San Diego); Yusuf OZTURK (San Diego State University)
"HUMAN ACTIVITY RECOGNITION FROM MOTION AND ACOUSTIC SENSORS USING CONTRASTIVE LEARNING"
Rui Zhou (The University of Hong Kong)*; Running Zhao (The University of Hong Kong); Edith Ngai (The University of Hong Kong)
"A Health Profiling Framework for Children Leveraging Multimodal Learning Based on Ambient Sensor Signals"
Zhihan JIANG (The University of Hong Kong)*; Cong Xie (Tencent); Edith Ngai (The University of Hong Kong)
"DEVELOPMENT OF A PAIN SIGNALING SYSTEM USING MACHINE LEARNING"
Helen Korving (Vrije Universiteit Amsterdam)*; Di Zhou (School of Design Arts and Media, Nanjing University of Science and Technology); Sheng Li (National Institute of Information & Communications Technology (NICT)); Paula Sterkenburg (Vrije Universiteit Amsterdam); Panos Markopoulos (Eindhoven University of Technology); Emilia Barakova (Eindhoven University of Technology)
"Symbiotic Artificial Intelligence: Order Picking and Ambient Sensing"
Zhe Ming Chng (Georgia Tech); Calix Tang (Georgia Tech); Darshan Krishnaswamy (Georgia Tech); Haoyang Yang (Georgia Tech); Shivang Chopra (Georgia Tech); Jon G Womack (Georgia Tech)*; Thad Starner (Georgia Tech)
"Multimodal Estimation of Change Points of Physiological Arousal during Driving"
Kleanthis Avramidis (University of Southern California)*; Tiantian Feng (University of Southern California); Digbalay Bose (University of Southern California); Shrikanth Narayanan (USC)
"AI-Toolkit: a Microservices Architecture for Low-Code Decentralized Machine Intelligence"
Vincenzo Lomonaco (University of Pisa)*; Valerio De Caro (University of Pisa); Claudio Gallicchio (University of Pisa); Antonio Carta (University of Pisa); Christos Sardianos (Qatar University, Harokopio University of Athens ); Iraklis Varlamis (Harokopio University of Athens); Konstantinos Tserpes (Harokopio University of Athens); Massimo Coppola (CNR); Mina Marpena (ITML); Sevasti Politi (ITML); Erwin Schoitsch (AIT); Davide Bacciu (Univeristy of Pisa)
"Smart Selection of Useful Insights from Wearables"
Allmin Susaiyah (Philips)*; Aki Harma (Philips); Simone Balloccu (University of Aberdeen); Ehud Reiter (); Milan Petkovic (Technical University of Eindhoven)
"ENHANCING HUMAN ACTIVITY RECOGNITION THROUGH SENSOR FUSION AND HYBRID DEEP LEARNING MODEL"
Adane N. Tarekegn (Norwegian University of Science and Technology (NTNU))*; Mohib Ullah (NTNU); Faouzi Alaya-Chekh (NTNU at Gj�vik, Norway); Muhammad Sajjad (NTNU)