Shayok Chakraborty
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
47
Venues
16
Active years
2008–2026
Best venue rank
A*
Where they publish
Papers
47 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | ICPR | LLIE-CvT: A Convolutional Vision Transformer for Low Light Image Enhancement. | Debanjan Goswami, Bishal Bashyal, Shayok Chakraborty |
| 2025 | EMNLP | MediVLM: A Vision Language Model for Radiology Report Generation from Medical Images. | Debanjan Goswami, Ronast Subedi, Shayok Chakraborty |
| 2025 | ICCV | Adapting Vehicle Detectors for Aerial Imagery to Unseen Domains with Weak Supervision. | Xiao Fang, Minhyek Jeon, Shuowen Hu, Zheyang Qin, Shayok Chakraborty, Stanislav Panev, Celso de Melo, Fernando De la Torre |
| 2025 | IJCNLP | LLM-Empowered Patient-Provider Communication: A Data-Centric Survey From a Clinical Perspective. | Ruosi Shao, Md Shamim Seraj, Kangyi Zhao, Yingtao Luo, Lincan Li, Bolin Shen, Averi Bates, Yue Zhao, Chongle Pan, Lisa Hightow-Weidman, Shayok Chakraborty, Yushun Dong |
| 2025 | WACV | Active Learning for Image Segmentation with Binary User Feedback. | Debanjan Goswami, Shayok Chakraborty |
| 2024 | BMVC | ACIL: Active Class Incremental Learning for Image Classification. | Aditya R. Bhattacharya, Debanjan Goswami, Shayok Chakraborty |
| 2024 | ICPR | Multi-source Deep Domain Adaptation for Deepfake Detection. | Md Shamim Seraj, Shayok Chakraborty |
| 2024 | ICPR | Knowledge Distillation in Deep Networks Under a Constrained Query Budget. | Ankita Singh, Shayok Chakraborty |
| 2024 | WACV | Active Batch Sampling for Multi-label Classification with Binary User Feedback. | Debanjan Goswami, Shayok Chakraborty |
| 2024 | WACV | Semi-Supervised Deep Domain Adaptation for Deepfake Detection. | Md Shamim Seraj, Ankita Singh, Shayok Chakraborty |
| 2024 | WACV | D | Lin Zhang, Linghan Xu, Saman Motamed, Shayok Chakraborty, Fernando De la Torre |
| 2023 | IJCNN | Active Learning for Video Classification with Frame Level Queries. | Debanjan Goswami, Shayok Chakraborty |
| 2022 | AAAI | Active Sampling for Text Classification with Subinstance Level Queries. | Shayok Chakraborty, Ankita Singh |
| 2022 | IJCNN | Deep Active Learning with Range Feedback for Facial Age Estimation. | Aditya R. Bhattacharya, Shayok Chakraborty |
| 2021 | AAAI | Deterministic Mini-batch Sequencing for Training Deep Neural Networks. | Subhankar Banerjee, Shayok Chakraborty |
| 2021 | IJCNN | Deep Active Learning with Relative Label Feedback: An Application to Facial Age Estimation. | Ankita Singh, Shayok Chakraborty |
| 2020 | AAAI | Asking the Right Questions to the Right Users: Active Learning with Imperfect Oracles. | Shayok Chakraborty |
| 2020 | ICMLA | A Study of Deep Learning for Predicting Freeze of Gait in Patients with Parkinson's Disease. | Alexander M. Yuan, Shayok Chakraborty |
| 2020 | IJCNN | Budgeted Subset Selection for Fine-tuning Deep Learning Architectures in Resource-Constrained Applications. | Subhankar Banerjee, Shayok Chakraborty |
| 2020 | IJCNN | Deep Active Transfer Learning for Image Recognition. | Ankita Singh, Shayok Chakraborty |
| 2019 | BMVC | A Generic Active Learning Framework for Class Imbalance Applications. | Aditya R. Bhattacharya, Ji Liu, Shayok Chakraborty |
| 2019 | ICIP | Deepsub: A Novel Subset Selection Framework for Training Deep Learning Architectures. | Subhankar Banerjee, Shayok Chakraborty |
| 2019 | ICMLA | When to Pull Starting Pitchers in Major League Baseball? A Data Mining Approach. | Michael Woodham, Jason Hawkins, Ankita Singh, Shayok Chakraborty |
| 2019 | WACV | Active Learning with n-ary Queries for Image Recognition. | Aditya R. Bhattacharya, Shayok Chakraborty |
| 2018 | ICIP | Multi-Label Deep Active Learning with Label Correlation. | Hiranmayi Ranganathan, Hemanth Venkateswara, Shayok Chakraborty, Sethuraman Panchanathan |
| 2018 | ICMLA | Deep Domain Adaptation to Predict Freezing of Gait in Patients with Parkinson's Disease. | Vishwas G. Torvi, Aditya R. Bhattacharya, Shayok Chakraborty |
| 2018 | WACV | Distributed Active Learning for Image Recognition. | Shayok Chakraborty |
| 2017 | AAAI | Model Selection with Nonlinear Embedding for Unsupervised Domain Adaptation. | Hemanth Venkateswara, Shayok Chakraborty, Troy McDaniel, Sethuraman Panchanathan |
| 2017 | CVPR | Deep Hashing Network for Unsupervised Domain Adaptation. | Hemanth Venkateswara, Jose Eusebio, Shayok Chakraborty, Sethuraman Panchanathan |
| 2017 | ICIP | Deep active learning for image classification. | Hiranmayi Ranganathan, Hemanth Venkateswara, Shayok Chakraborty, Sethuraman Panchanathan |
| 2016 | ACSSC | Transfer of multimodal emotion features in deep belief networks. | Hiranmayi Ranganathan, Shayok Chakraborty, Sethuraman Panchanathan |
| 2016 | ECCV | Nonlinear Embedding Transform for Unsupervised Domain Adaptation. | Hemanth Venkateswara, Shayok Chakraborty, Sethuraman Panchanathan |
| 2016 | ISM | Smart Stadium for Smarter Living: Enriching the Fan Experience. | Sethuraman Panchanathan, Shayok Chakraborty, Troy McDaniel, Matt Bunch, Noel E. O'Connor, Suzanne Little, Kevin McGuinness, Mark Marsden |
| 2016 | WACV | Multimodal emotion recognition using deep learning architectures. | Hiranmayi Ranganathan, Shayok Chakraborty, Sethuraman Panchanathan |
| 2015 | KDD | BatchRank: A Novel Batch Mode Active Learning Framework for Hierarchical Classification. | Shayok Chakraborty, Vineeth Nallure Balasubramanian, Adepu Ravi Sankar, Sethuraman Panchanathan, Jieping Ye |
| 2015 | WACV | Adaptive Keyframe Selection for Video Summarization. | Shayok Chakraborty, Omesh Tickoo, Ravi Iyer |
| 2013 | ICDM | Active Matrix Completion. | Shayok Chakraborty, Jiayu Zhou, Vineeth Nallure Balasubramanian, Sethuraman Panchanathan, Ian Davidson, Jieping Ye |
| 2012 | ISM | Batch Mode Active Learning for Multimedia Pattern Recognition. | Shayok Chakraborty, Vineeth Nallure Balasubramanian, Sethuraman Panchanathan |
| 2011 | AAAI | Dynamic Batch Mode Active Learning via L1 Regularization. | Shayok Chakraborty, Vineeth Nallure Balasubramanian, Sethuraman Panchanathan |
| 2011 | CVPR | Dynamic batch mode active learning. | Shayok Chakraborty, Vineeth Nallure Balasubramanian, Sethuraman Panchanathan |
| 2011 | ICMLA | Active Batch Selection for Fuzzy Classification in Facial Expression Recognition. | Shayok Chakraborty, Hemanth Venkateswara, Vineeth Nallure Balasubramanian, Sethuraman Panchanathan |
| 2011 | ICMLA | Optimization-Based Domain Adaptation towards Person-Adaptive Classification Models. | Rita Chattopadhyay, Shayok Chakraborty, Vineeth Nallure Balasubramanian, Sethuraman Panchanathan |
| 2010 | CVPR | Learning from summaries of videos: Applying batch mode active learning to face-based biometrics. | Shayok Chakraborty, Vineeth N. Balasubramanian, Sethuraman Panchanathan |
| 2010 | ICMLA | Kernel Learning for Efficiency Maximization in the Conformal Predictions Framework. | Vineeth Nallure Balasubramanian, Shayok Chakraborty, Sethuraman Panchanathan, Jieping Ye |
| 2010 | ICMLA | Dynamic Batch Size Selection for Batch Mode Active Learning in Biometrics. | Shayok Chakraborty, Vineeth Nallure Balasubramanian, Sethuraman Panchanathan |
| 2010 | ICPR | On the Results of the First Mobile Biometry (MOBIO) Face and Speaker Verification Evaluation. | Sbastien Marcel, Chris McCool, Pavel Matejka, Timo Ahonen, Jan Cernock, Shayok Chakraborty, Vineeth Nallure Balasubramanian, Sethuraman Panchanathan, Chi-Ho Chan, Josef Kittler, Norman Poh, Benoit G. B. Fauve, Ondrej Glembek, Oldrich Plchot, Zdenek Jancik, Anthony Larcher, Christophe Lvy, Driss Matrouf, Jean-Franois Bonastre, Ping-Han Lee, Jui-Yu Hung, Si-Wei Wu, Yi-Ping Hung, Luks Machlica, John S. D. Mason, Sandra Mau, Conrad Sanderson, David Monzo, Antonio Albiol, Hieu V. Nguyen, Li Bai, Yan Wang, Matti Niskanen, Markus Turtinen, Juan Arturo Nolazco-Flores, L. Paola Garca-Perera, Roberto Aceves-Lopez, Mauricio Villegas, Roberto Paredes |
| 2008 | CVPR | Multiple cue integration in transductive confidence machines for head pose classification. | Vineeth N. Balasubramanian, Sethuraman Panchanathan, Shayok Chakraborty |