Sin Yong Tan

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 17

Top Topics

Robust Tracking

Image Interpretation

Top Venues

J. Sens. Actuator Networks

Publications

Joshua R. Waite, Jiale Feng, Riley Tavassoli, Laura M. Harris, Sin Yong Tan, Subhadeep Chakraborty, Soumik Sarkar
Active shooter detection and robust tracking utilizing supplemental synthetic data. CoRR (2023)
Joshua R. Waite, Sin Yong Tan, Homagni Saha, Soumik Sarkar, Anwesha Sarkar
Few-shot deep learning for AFM force curve characterization of single-molecule interactions. Patterns 4 (1) (2023)
Zhanhong Jiang, Xian Yeow Lee, Sin Yong Tan, Kai Liang Tan, Aditya Balu, Young M. Lee, Chinmay Hegde, Soumik Sarkar
MDPGT: Momentum-Based Decentralized Policy Gradient Tracking. AAAI (2022)
Sin Yong Tan, Homagni Saha, Margarite Jacoby, Gregor P. Henze, Soumik Sarkar
Granger Causality Based Hierarchical Time Series Clustering for State Estimation. CoRR (2021)
Aditya Balu, Zhanhong Jiang, Sin Yong Tan, Chinmay Hegde, Young M. Lee, Soumik Sarkar
Decentralized Deep Learning Using Momentum-Accelerated Consensus. ICASSP (2021)
Tryambak Gangopadhyay, Sin Yong Tan, Zhanhong Jiang, Rui Meng, Soumik Sarkar
Spatiotemporal Attention for Multivariate Time Series Prediction and Interpretation. ICASSP (2021)
Zhanhong Jiang, Xian Yeow Lee, Sin Yong Tan, Kai Liang Tan, Aditya Balu, Young M. Lee, Chinmay Hegde, Soumik Sarkar
MDPGT: Momentum-based Decentralized Policy Gradient Tracking. CoRR (2021)
Ali Saffari, Sin Yong Tan, Mohamad Katanbaf, Homagni Saha, Joshua R. Smith, Soumik Sarkar
Battery-Free Camera Occupancy Detection System. EMDL@MobiSys (2021)
Margarite Jacoby, Sin Yong Tan, Mohamad Katanbaf, Ali Saffari, Homagni Saha, Zerina Kapetanovic, Jasmine Garland, Anthony Florita, Gregor Henze, Soumik Sarkar, Joshua R. Smith
WHISPER: Wireless Home Identification and Sensing Platform for Energy Reduction. J. Sens. Actuator Networks 10 (4) (2021)
Yasaman Esfandiari, Sin Yong Tan, Zhanhong Jiang, Aditya Balu, Ethan Herron, Chinmay Hegde, Soumik Sarkar
Cross-Gradient Aggregation for Decentralized Learning from Non-IID data. CoRR (2021)
Yasaman Esfandiari, Sin Yong Tan, Zhanhong Jiang, Aditya Balu, Ethan Herron, Chinmay Hegde, Soumik Sarkar
Cross-Gradient Aggregation for Decentralized Learning from Non-IID Data. ICML (2021)
Tryambak Gangopadhyay, Sin Yong Tan, Zhanhong Jiang, Soumik Sarkar
Interpretable Deep Attention Model for Multivariate Time Series Prediction in Building Energy Systems. DDDAS (2020)
Homagni Saha, Sin Yong Tan, Ali Saffari, Mohamad Katanbaf, Joshua R. Smith, Soumik Sarkar
Few shot clustering for indoor occupancy detection with extremely low-quality images from battery free cameras. CoRR (2020)
Tryambak Gangopadhyay, Sin Yong Tan, Zhanhong Jiang, Rui Meng, Soumik Sarkar
Spatiotemporal Attention for Multivariate Time Series Prediction and Interpretation. CoRR (2020)
Aditya Balu, Zhanhong Jiang, Sin Yong Tan, Chinmay Hegde, Young M. Lee, Soumik Sarkar
Decentralized Deep Learning using Momentum-Accelerated Consensus. CoRR (2020)
Sin Yong Tan, Homagni Saha, Anthony R. Florita, Gregor P. Henze, Soumik Sarkar
For publication in 2019 ACC A flexible framework for building occupancy detection using spatiotemporal pattern networks. ACC (2019)
Zhanhong Jiang, Aditya Balu, Sin Yong Tan, Young M. Lee, Chinmay Hegde, Soumik Sarkar
On Higher-order Moments in Adam. CoRR (2019)