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Posts by Collection
portfolio
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publications
Simulating realistic human motion trajectories of mid-air gesture typing
Published in 2021 IEEE International Symposium on Mixed and Augmented Reality (ISMAR), 2021
Junxiao Shen, John Dudley, Per Ola Kristensson
The imaginative generative adversarial network: Automatic data augmentation for dynamic skeleton-based hand gesture and human action recognition
Published in 2021 16th IEEE International Conference on Automatic Face and Gesture Recognition (FG), 2021
Junxiao Shen, John Dudley, Per Ola Kristensson
Reinforcement Learning in Presence of Discrete Markovian Context Evolution
Published in 2022 International Conference on Learning Representations (ICLR), 2022
Hang Ren, Aivar Sootla, Taher Jafferjee, Junxiao Shen, Jun Wang, Haitham Bou-Ammar
Kwickchat: A multi-turn dialogue system for aac using context-aware sentence generation by bag-of-keywords
Published in 27th International Conference on Intelligent User Interfaces (IUI), 2022
Junxiao Shen, Boyin Yang, John J Dudley, Per Ola Kristensson
Gesture Spotter: A Rapid Prototyping Tool for Key Gesture Spotting in Virtual and Augmented Reality Applications
Published in IEEE Transactions on Visualization and Computer Graphics (TVCG), 2022
Junxiao Shen, John Dudley, George Mo, Per Ola Kristensson
Personalization of a Mid-Air Gesture Keyboard using Multi-Objective Bayesian Optimization
Published in 2022 IEEE International Symposium on Mixed and Augmented Reality (ISMAR), 2022
Junxiao Shen, Jinghui Hu, John Dudley, Per Ola Kristensson
Fast and Robust Mid-Air Gesture Typing for Augmented Reality Headsets using 3D Trajectory Decoding
Published in IEEE Transactions on Visualization and Computer Graphics (TVCG), 2023
Junxiao Shen, John Dudley, Per Ola Kristensson
Boosting Gesture Recognition with an Automatic Gesture Annotation Framework
Published in 2024 18th International Conference on Automatic Face and Gesture Recognition (FG), 2024
Junxiao Shen, Xuhai Xu, Ran Tan, Amy Karlson, Evan Strasnick
Encode-Store-Retrieve: Enhancing Memory Augmentation through Language-Encoded Egocentric Perception
Published in 2024 IEEE International Symposium on Mixed and Augmented Reality (ISMAR), 2024
Junxiao Shen, John Dudley, Per Ola Kristensson
Towards Open-World Gesture Recognition
Published in 2024 IEEE International Symposium on Mixed and Augmented Reality (ISMAR), 2024
Junxiao Shen, Matthias De Lange, Xuhai “Orson” Xu, Enmin Zhou, Ran Tan, Naveen Suda, Per Ola Kristensson, Amy Karlson, Evan Strasnick
Gesture2Text: A Generalizable Decoder for Word-Gesture Keyboards in XR Through Trajectory Coarse Discretization and Pre-training
Published in IEEE Transactions on Visualization and Computer Graphics (TVCG) 2024, 2024
Junxiao Shen, Enmin Zhou, Khadija Khaldi, Hemant Bhaskar Surale, Amy Karlson
RingGesture: A Ring-Based Mid-Air Gesture Typing System Powered by a Deep-Learning Word Prediction Framework
Published in IEEE Transactions on Visualization and Computer Graphics (TVCG) 2024, 2024
Junxiao Shen, Roger Boldu, Arpit Kalla, Michael Glueck, Hemant Bhaskar Surale, Amy Karlson
talks
Talk 1 on Relevant Topic in Your Field
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
MSC
Undergraduate course, University 1, Department, 2014
Teaching experience 2
Workshop, University 1, Department, 2015
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