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5 May 2023
SERC
Institute for Infocomm Research
Unsupervised Out-of-Distribution Detection Using Few in-Distribution Samples
Chandan Gautam,
Aditya Kane,
Savitha Ramasamy,
Suresh Sundaram
ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
10 Feb 2023
BMRC
Bioinformatics Institute
Improving transparency and representational generalizability through parallel continual learning
Mahsa Paknezhad,
Hamsawardhini Rengarajan,
Chenghao Yuan,
Sujanya Suresh,
Manas Gupta,
Savitha Ramasamy,
Hwee Kuan Lee
Neural Networks
10 Feb 2023
SERC
Institute for Infocomm Research
Refinement Matters: Textual Description Needs to be Refined for Zero-shot Learning
Chandan Gautam,
Sethupathy Parameswaran,
Vinay Verma,
Suresh Sundaram,
Savitha Ramasamy
The 2022 Conference on Empirical Methods in Natural Language Processing
24 Jun 2022
SERC
Institute for Infocomm Research
Development of a Novel Transformation of Spiking Neural Classifier to an Interpretable Classifier
Abeegithan Jeyasothy,
Sundaram Suresh,
Savitha Ramasamy,
Narasimhan Sundararajan
IEEE Transactions on Cybernetics
27 Apr 2022
SERC
Institute for Infocomm Research
Investigating Robustness of Biological vs. Backprop Based Learning
Yanpeng Zhou,
Maosen Wang,
Manas Gupta,
Arulmurugan Ambikapathi,
Ponnuthurai Nagaratnam Suganthan,
Savitha Ramasamy
ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
27 Apr 2022
SERC
Institute for Infocomm Research
Bayesian Continual Imputation and Prediction For Irregularly Sampled Time Series Data
Yang Guo,
Jeanette Wen Jun Poh,
Cheryl Sze Yin Wong,
Savitha Ramasamy
ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
15 Feb 2022
SERC
Institute for Infocomm Research
Knowledge Capture and Replay for Continual Learning
Saisubramaniam Gopalakrishnan,
Pranshu Ranjan Singh,
Haytham Fayek,
Savitha Ramasamy,
Arulmurugan Ambikapathi
2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)
31 Aug 2021
SERC
Institute for Infocomm Research
An Evaluation of Anomaly Detection and Diagnosis in Multivariate Time Series
Astha Garg,
Wenyu Zhang,
Jules Samaran,
Savitha Ramasamy,
Chuan-Sheng Foo
IEEE Transactions on Neural Networks and Learning Systems
23 Aug 2021
SERC
Institute for Infocomm Research
Task-Agnostic Continual Learning Using Base-Child Classifiers
Pranshu Ranjan Singh,
Saisubramaniam Gopalakrishnan,
Qiao ZhongZheng,
Ponnuthurai N. Suganthan,
Savitha Ramasamy,
Arulmurugan Ambikapathi
2021 IEEE International Conference on Image Processing (ICIP)
28 Jun 2021
SERC
Institute for Infocomm Research
Transfer Learning-Based Artificial Intelligence-Integrated Physical Modeling to Enable Failure Analysis for 3 Nanometer and Smaller Silicon-Based CMOS Transistors
Jieming Pan,
Kain Lu Low,
Joydeep Ghosh,
Senthilnath Jayavelu,
Md Meftahul Ferdaus,
Shang Yi Lim,
Evgeny Zamburg,
Yida Li,
Baoshan Tang,
Xinghua Wang,
Jin Feng Leong,
Savitha Ramasamy,
Tonio Buonassisi,
Chen-Khong Tham,
Aaron Voon-Yew Thean
ACS Applied Nano Materials
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