Biswas, Soma

43 publications

WACV 2025 Can Out-of-Domain Data Help to Learn Domain-Specific Prompts for Multimodal Misinformation Detection? Amartya Bhattacharya, Debarshi Brahma, Suraj Nagaje, Anmol Asati, Vikas Verma, Soma Biswas

TMLR 2025 Efficient Open Set Single Image Test Time Adaptation of Vision Language Models Manogna Sreenivas, Soma Biswas

ICLRW 2025 Efficient Open-Set Test Time Adaptation of Vision Language Models Manogna Sreenivas, Soma Biswas

WACV 2025 FRAUD-Net: Fraud News Detection Using Sample Uncertainty & Domain Aware Generalized Network Devendra Patel, Vikas Verma, Shreyas Kumar Tah, Shwetabh Biswas, Soma Biswas

TMLR 2025 Language-Assisted Feature Representation and Lightweight Active Learning for On-the-Fly Category Discovery Anwesha Banerjee, Soma Biswas

TMLR 2025 Prompt Tuning Vision Language Models with Margin Regularizer for Few-Shot Learning Under Distribution Shifts Debarshi Brahma, Anuska Roy, Soma Biswas

WACV 2025 TACLE: Task and Class-Aware Exemplar-Free Semi-Supervised Class Incremental Learning Jayateja Kalla, Rohit Kumar, Soma Biswas

WACV 2024 AMEND: Adaptive Margin and Expanded Neighborhood for Efficient Generalized Category Discovery Anwesha Banerjee, Liyana Sahir Kallooriyakath, Soma Biswas

WACV 2024 PhISH-Net: Physics Inspired System for High Resolution Underwater Image Enhancement Aditya Chandrasekar, Manogna Sreenivas, Soma Biswas

WACV 2024 Robust Feature Learning and Global Variance-Driven Classifier Alignment for Long-Tail Class Incremental Learning Jayateja Kalla, Soma Biswas

WACV 2024 pSTarC: Pseudo Source Guided Target Clustering for Fully Test-Time Adaptation Manogna Sreenivas, Goirik Chakrabarty, Soma Biswas

ICCVW 2023 A Simple Signal for Domain Shift Goirik Chakrabarty, Manogna Sreenivas, Soma Biswas

TMLR 2023 SANTA: Source Anchoring Network and Target Alignment for Continual Test Time Adaptation Goirik Chakrabarty, Manogna Sreenivas, Soma Biswas

CVPRW 2023 Similar Class Style Augmentation for Efficient Cross-Domain Few-Shot Learning Manogna Sreenivas, Soma Biswas

ICCV 2023 Test Time Adaptation for Blind Image Quality Assessment Subhadeep Roy, Shankhanil Mitra, Soma Biswas, Rajiv Soundararajan

ECCVW 2022 Improved Cross-Dataset Facial Expression Recognition by Handling Data Imbalance and Feature Confusion Manogna Sreenivas, Sawa Takamuku, Soma Biswas, Aditya Chepuri, Balasubramanian Vengatesan, Naotake Natori

ECCV 2022 Novel Class Discovery Without Forgetting K J Joseph, Sujoy Paul, Gaurav Aggarwal, Soma Biswas, Piyush Rai, Kai Han, Vineeth N Balasubramanian

ECCV 2022 S3C: Self-Supervised Stochastic Classifiers for Few-Shot Class-Incremental Learning Jayateja Kalla, Soma Biswas

CVPRW 2022 Spacing Loss for Discovering Novel Categories K. J. Joseph, Sujoy Paul, Gaurav Aggarwal, Soma Biswas, Piyush Rai, Kai Han, Vineeth N. Balasubramanian

CVPRW 2021 Fine-Grained Visual Attribute Extraction from Fashion Wear Viral Parekh, Karimulla Shaik, Soma Biswas, Muthusamy Chelliah

CVPRW 2021 Improving Semi-Supervised Domain Adaptation Using Effective Target Selection and Semantics Anurag Singh, Naren Doraiswamy, Sawa Takamuku, Megh Bhalerao, Titir Dutta, Soma Biswas, Aditya Chepuri, Balasubramanian Vengatesan, Naotake Natori

ICCV 2021 Universal Cross-Domain Retrieval: Generalizing Across Classes and Domains Soumava Paul, Titir Dutta, Soma Biswas

WACV 2020 A Novel Self-Supervised Re-Labeling Approach for Training with Noisy Labels Devraj Mandal, Shrisha Bharadwaj, Soma Biswas

ECCV 2020 Adaptive Margin Diversity Regularizer for Handling Data Imbalance in Zero-Shot SBIR Titir Dutta, Anurag Singh, Soma Biswas

WACV 2020 Generative Model with Semantic Embedding and Integrated Classifier for Generalized Zero-Shot Learning Ayyappa Pambala, Titir Dutta, Soma Biswas

WACV 2020 Multi-Class Novelty Detection Using Mix-up Technique Supritam Bhattacharjee, Devraj Mandal, Soma Biswas

WACV 2020 S-SBIR: Style Augmented Sketch Based Image Retrieval Titir Dutta, Soma Biswas

CVPRW 2018 GenLR-Net: Deep Framework for Very Low Resolution Face and Object Recognition with Generalization to Unseen Categories Sivaram Prasad Mudunuri, Soubhik Sanyal, Soma Biswas

WACV 2017 Dictionary Alignment for Low-Resolution and Heterogeneous Face Recognition Sivaram Prasad Mudunuri, Soma Biswas

CVPR 2017 Generalized Semantic Preserving Hashing for N-Label Cross-Modal Retrieval Devraj Mandal, Kunal N. Chaudhury, Soma Biswas

CVPRW 2016 Simultaneous Semi-Coupled Dictionary Learning for Matching RGBD Data Nilotpal Das, Devraj Mandal, Soma Biswas

ICCV 2015 Discriminative Pose-Free Descriptors for Face and Object Matching Soubhik Sanyal, Sivaram Prasad Mudunuri, Soma Biswas

IJCAI 2015 EntScene: Nonparametric Bayesian Temporal Segmentation of Videos Aimed at Entity-Driven Scene Detection Adway Mitra, Chiranjib Bhattacharyya, Soma Biswas

WACV 2012 A Sparse Representation Approach to Face Matching Across Plastic Surgery Gaurav Aggarwal, Soma Biswas, Patrick J. Flynn, Kevin W. Bowyer

WACV 2012 Predicting Good, Bad and Ugly Match Pairs Gaurav Aggarwal, Soma Biswas, Patrick J. Flynn, Kevin W. Bowyer

CVPR 2011 Pose-Robust Recognition of Low-Resolution Face Images Soma Biswas, Gaurav Aggarwal, Patrick J. Flynn

CVPRW 2011 Predicting Performance of Face Recognition Systems: An Image Characterization Approach Gaurav Aggarwal, Soma Biswas, Patrick J. Flynn, Kevin W. Bowyer

CVPR 2010 Pose-Robust Albedo Estimation from a Single Image Soma Biswas, Rama Chellappa

CVPR 2007 Efficient Indexing for Articulation Invariant Shape Matching and Retrieval Soma Biswas, Gaurav Aggarwal, Rama Chellappa

ICCV 2007 Robust Estimation of Albedo for Illumination-Invariant Matching and Shape Recovery Soma Biswas, Gaurav Aggarwal, Rama Chellappa

CVPR 2007 Symmetric Objects Are Hardly Ambiguous Gaurav Aggarwal, Soma Biswas, Rama Chellappa

CVPR 2005 UMD Experiments with FRGC Data Gaurav Aggarwal, Soma Biswas, Rama Chellappa

CVPRW 2005 UMD Experiments with FRGC Data Gaurav Aggarwal, Soma Biswas, Rama Chellappa