Jagmohan Chauhan
7 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(17)
👥
Mega-Team · Squad
Top co-authors
Research topics
Keywords
representation learning
(1)
catastrophic forgetting
(1)
multi-task learning
(1)
variational inference
(1)
transfer learning
(1)
self-supervised learning
(1)
knowledge distillation
(1)
multimodal learning
(1)
incremental learning
(1)
model fusion
(1)
acoustic modeling
(1)
speech classification
(1)
bayesian perspective
(1)
audio classification
(1)
acoustic model
(1)
foundation model
(1)
heterogeneous data
(1)
respiratory audio
(1)
self-supervised pretraining
(1)
model quantization
(1)
Papers
Continual Generalized Category Discovery: Learning and Forgetting from a Bayesian Perspective
ICML 2025
FedTMOS: Efficient One-Shot Federated Learning with Tsetlin Machine
ICLR 2025
TinyTrain: Resource-Aware Task-Adaptive Sparse Training of DNNs at the Data-Scarce Edge
ICML 2024
Towards Open Respiratory Acoustic Foundation Models: Pretraining and Benchmarking
NeurIPS 2024
MMLung: Moving Closer to Practical Lung Health Estimation using Smartphones
Interspeech 2023
FastICARL: Fast Incremental Classifier and Representation Learning with Efficient Budget Allocation in Audio Sensing Applications
Interspeech 2021
The INTERSPEECH 2021 Computational Paralinguistics Challenge: COVID-19 Cough, COVID-19 Speech, Escalation & Primates
Interspeech 2021