Publications by authors named "Amit K Roy-Chowdhury"
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Synopsis of recent research by authors named "Amit K Roy-Chowdhury"
- Amit K Roy-Chowdhury's recent research primarily focuses on enhancing person re-identification techniques by developing innovative paradigms that are resilient to label corruption and weak supervision in data labeling.
- He has also explored advanced machine learning approaches, such as few-shot open set recognition and reconstruction guided meta-learning, addressing challenges in identifying and learning from limited and unlabeled data.
- Additionally, his work encompasses video analysis, including tasks like moment localization, video summarization, and active learning, highlighting the integration of context-aware methods and typicality concepts to improve data sample selection and event recognition.
