| 2021 | Fast Deep Neural Architecture Search for Wearable Activity Recognition by Early Prediction of Converged Performance. | Lloyd Pellatt, Daniel Roggen |
| 2021 | Estimating Upper Arm sEMG from Wrist PPG. | Masahiro Okamoto, Kazuya Murao |
| 2021 | Detecting Freezing of Gait with Earables Trained from VR Motion Capture Data. | Nobuyuki Oishi, Benedetta Heimler, Lloyd Pellatt, Meir Plotnik, Daniel Roggen |
| 2021 | WeakCounter: Acceleration-based Repetition Counting of Actions with Weakly Supervised Learning. | Yuuki Nishino, Takuya Maekawa, Takahiro Hara |
| 2021 | Development of an Aesthetic for a Stroke Rehabilitation System. | Galina Mihaleva, Fok-Chi-Seng Fok Kow |
| 2021 | Solar Scarf: Expanding DIY educational content with an expressive wearable system. | Kathleen McDermott, Bo Byun, Ash Tiwari, Amy Hu |
| 2021 | A 10-Year Review of the Methods and Purposes of On-Skin Interface Research in ACM SIGCHI. | Seol-Yee Lee, Md. Tahmidul Islam Molla, Hsin-Liu Cindy Kao |
| 2021 | Using additional training sensors to improve single-sensor complex activity recognition. | Paula Lago, Moe Matsuki, Kohei Adachi, Sozo Inoue |
| 2021 | A Pilot Study using Covert Visuospatial Attention as an EEG-based Brain Computer Interface to Enhance AR Interaction. | Nataliya Kosmyna, Chi-Yun Hu, Yujie Wang, Qiuxuan Wu, Cassandra Scheirer, Pattie Maes |
| 2021 | Audio-Based Onset Detection applied to Chewing Cycle Segmentation. | David Kopyto, Rui Zhang, Oliver Amft |
| 2021 | Exploiting the Slowness of Electrochromic Displays. | Suyash Junnarkar, Xiangyi (Lily) Yang, Morgan Drawdy, Inika Gupta, Woon-Hong Yeo, Noah Posner, Sang-won Leigh |
| 2021 | RFInsole: Batteryless Gait-Monitoring Smart Insole Based on Passive RFID Tags. | Jeyeon Jo, Huiju Park |
| 2021 | BLInG: Beads-Laden Interactive Garment. | Jeyeon Jo, Doyeon Kong, Huiju Park |
| 2021 | Person-identification Methodusing Active Acoustic Sensing Applied to Nose. | Kaito Isobe, Kazuya Murao |
| 2021 | Feedback of Head Gestures in Audio-haptic Remote Communication. | Gijs Huisman, Tommaso Lisini Baldi, Nicole D'Aurizio, Domenico Prattichizzo |
| 2021 | Delocalizing Strain in Interconnected Joints of On-Skin Interfaces. | Kunpeng Huang, Md. Tahmidul Islam Molla, Kat Roberts, Pin-Sung Ku, Aditi Galada, Hsin-Liu Cindy Kao |
| 2021 | On the Role of Context Length for Feature Extraction and Sequence Modeling in Human Activity Recognition. | Shruthi Kashinath Hiremath, Thomas Ploetz |
| 2021 | Cardiopulmonary Resuscitation Support: Comparison of Wrist-, Chest-, and Ear-Worn Devices and Estimation Algorithms. | Stefan Hermann, Paula Breitling, Tobias Rddiger, Michael Beigl |
| 2021 | VIDENS: Vision-based User Identification from Inertial Sensors. | Alejandro Snchez Guinea, Simon Heinrich, Max Mhlhuser |
| 2021 | Design of a Hybrid SMA-Pneumatic based Wearable Upper Limb Exoskeleton. | Alireza Golgouneh, Eric Beaudette, Heidi Woelfle, Bai Li, Niharikha Subash, Amanda J. Redhouse, Mark Jones, Tom L. Martin, Michele A. Lobo, Brad T. Holschuh, Lucy E. Dunne |
| 2021 | Mindless Load Changer: A Method for Manipulating Load Perception by Feedback of Myoelectricity Sensor Information. | Kyosuke Futami, Tomoya Seki, Kazuya Murao |
| 2021 | disp2ppg: Pulse Wave Generation to PPG Sensor using Display. | Atsuhiro Fujii, Kazuya Murao, Naoji Matsuhisa |
| 2021 | Masquare: A Functional Smart Mask Design for Health Monitoring. | Hannah Friederike Fischer, Daniela Wittmann, Alejandro Baucells Costa, Bo Zhou, Gesche Joost, Paul Lukowicz |
| 2021 | Dynamic, Discreet, Robotic Compression Garment for Real-Time Stress Assessment and Intervention. | Crystal Compton, Heidi Woelfle, Bolanle O. Dahunsi, Robert MT Pettys-Baker, Niharikha Subash, Miles Priebe, Brad T. Holschuh |
| 2021 | VriWig: Interactive Coloring Wig Module. | Damien Brun, Jonna Hkkil |