Boyang Lyu

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 18

Top Topics

Invariant Representation

Domain Independent

Eye Gaze Tracking

Loss Minimization

Top Venues

Publications

Yue Ming, Jiangwan Zhou, Nannan Hu, Fan Feng, Panzi Zhao, Boyang Lyu, Hui Yu
Action recognition in compressed domains: A survey. Neurocomputing 577 (2024)
Yue Ming, Boyang Lyu, Zerui Li
CAST: Context-association architecture with simulated long-utterance training for mandarin speech recognition. Speech Commun. 155 (2023)
Boyang Lyu, Thuan Nguyen, Prakash Ishwar, Matthias Scheutz, Shuchin Aeron
Barycentric-Alignment and Reconstruction Loss Minimization for Domain Generalization. IEEE Access 11 (2023)
Nannan Hu, Yue Ming, Chunxiao Fan, Fan Feng, Boyang Lyu
TSFNet: Triple-Steam Image Captioning. IEEE Trans. Multim. 25 (2023)
Boyang Lyu, Thuan Nguyen, Matthias Scheutz, Prakash Ishwar, Shuchin Aeron
A principled approach to model validation in domain generalization. CoRR (2023)
Boyang Lyu, Chunxiao Fan, Yue Ming, Panzi Zhao, Nannan Hu
En-HACN: Enhancing Hybrid Architecture With Fast Attention and Capsule Network for End-to-end Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 31 (2023)
Boyang Lyu, Thuan Nguyen, Matthias Scheutz, Prakash Ishwar, Shuchin Aeron
A Principled Approach to Model Validation in Domain Generalization. ICASSP (2023)
Thuan Nguyen, Boyang Lyu, Prakash Ishwar, Matthias Scheutz, Shuchin Aeron
Conditional entropy minimization principle for learning domain invariant representation features. ICPR (2022)
Thuan Nguyen, Boyang Lyu, Prakash Ishwar, Matthias Scheutz, Shuchin Aeron
Joint Covariate-Alignment and Concept-Alignment: A Framework for Domain Generalization. MLSP (2022)
Thuan Nguyen, Boyang Lyu, Prakash Ishwar, Matthias Scheutz, Shuchin Aeron
Trade-off between reconstruction loss and feature alignment for domain generalization. ICMLA (2022)
Ayca Aygun, Boyang Lyu, Thuan Nguyen, Zachary Haga, Shuchin Aeron, Matthias Scheutz
Cognitive Workload Assessment via Eye Gaze and EEG in an Interactive Multi-Modal Driving Task. ICMI (2022)
Thuan Nguyen, Boyang Lyu, Prakash Ishwar, Matthias Scheutz, Shuchin Aeron
Conditional entropy minimization principle for learning domain invariant representation features. CoRR (2022)
Thuan Nguyen, Boyang Lyu, Prakash Ishwar, Matthias Scheutz, Shuchin Aeron
Trade-off between reconstruction loss and feature alignment for domain generalization. CoRR (2022)
Thuan Nguyen, Boyang Lyu, Prakash Ishwar, Matthias Scheutz, Shuchin Aeron
Joint covariate-alignment and concept-alignment: a framework for domain generalization. CoRR (2022)
Shoaib Bin Masud, Boyang Lyu, Shuchin Aeron
Soft and subspace robust multivariate rank tests based on entropy regularized optimal transport. CoRR (2021)
Boyang Lyu, Thuan Nguyen, Prakash Ishwar, Matthias Scheutz, Shuchin Aeron
Barycenteric distribution alignment and manifold-restricted invertibility for domain generalization. CoRR (2021)
Boyang Lyu, Thao Pham, Giles Blaney, Zachary Haga, Sergio Fantini, Shuchin Aeron
Domain Adaptation for Robust Workload Classification using fNIRS. CoRR (2020)
Boyang Lyu, Meera Punjiya, Zimple Matharu, Sameer Sonkusale
An improved pH mapping bandage with thread-based sensors for chronic wound monitoring. ISCAS (2018)