Chandan Gautam

Employment

• I2R, A*STAR Research Scientist
  2022 - Present
• ARTPARK
  2021 - 2021
• Indian Institute of Science, Bangalore Post-doctoral Fellow
  2020 - Present

Education

• Indian Institute of Technology Indore PhD
  2015 - Present

Projects & Funding

Projects & funding information is unavailable.

Publications (41)

• TGCD: A Framework for Generalized Category Discovery in Time-Series Data
  FORTIETH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, AAAI-26, VOL 40 NO 25 2026
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• MedGCD: Generalized Category Discovery in Medical Imaging
  MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT VI 2026 DOI: 10.1007/978-3-032-04978-0_41
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• Towards Reliable Prediction: A Bayesian Continual Learning Approach for Clinical Time-Series Data
  IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS 2026 DOI: 10.1109/JBHI.2025.3598718
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• Learning to Identify Seen, Unseen and Unknown in the Open World: A Practical Setting for Zero-Shot Learning
  2025 IEEE/CVF WINTER CONFERENCE ON APPLICATIONS OF COMPUTER VISION (WACV) 2025 DOI: 10.1109/WACV61041.2025.00668
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• Class Name Guided Out-of-Scope Intent Classification
  Findings of the Association for Computational Linguistics: EMNLP 2024 2024 DOI: 10.18653/v1/2024.findings-emnlp.531
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• Decoupled Training for Semi-supervised Medical Image Segmentation with Worst-Case-Aware Learning
  MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2024, PT XII 2024 DOI: 10.1007/978-3-031-72390-2_5
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• UNSUPERVISED OUT-OF-DISTRIBUTION DETECTION USING FEW IN-DISTRIBUTION SAMPLES
  2023 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP) 2023 DOI: 10.1109/ICASSP49357.2023.10096482
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• Refinement Matters: Textual Description Needs to be Refined for Zero-shot Learning
  Findings of the Association for Computational Linguistics: EMNLP 2022 2022 DOI: 10.18653/v1/2022.findings-emnlp.455
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• Tf-GCZSL: Task-free generalized continual zero-shot learning
  NEURAL NETWORKS 2022 DOI: 10.1016/J.NEUNET.2022.08.034
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• Generative Replay-based Continual Zero-Shot Learning
  Arxiv 2021
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