Soma Biswas

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 87

Top Venues

University of Maryland, College Park, MD, USA (PHD)

Education History

University of Maryland, College Park, MD, USA

PHD

Publications

Jayateja Kalla, Soma Biswas
Robust Feature Learning and Global Variance-Driven Classifier Alignment for Long-Tail Class Incremental Learning. WACV (2024)
Manogna Sreenivas, Soma Biswas
Effectiveness of Vision Language Models for Open-world Single Image Test Time Adaptation. CoRR (2024)
Jayateja Kalla, Rohit Kumar, Soma Biswas
TACLE: Task and Class-aware Exemplar-free Semi-supervised Class Incremental Learning. CoRR (2024)
Jayateja Kalla, Prishruit Punia, Titir Dutta, Soma Biswas
Generalized semi-supervised class incremental learning in presence of outliers. Multim. Tools Appl. 83 (5) (2024)
Anwesha Banerjee, Liyana Sahir Kallooriyakath, Soma Biswas
AMEND: Adaptive Margin and Expanded Neighborhood for Efficient Generalized Category Discovery. WACV (2024)
Manogna Sreenivas, Goirik Chakrabarty, Soma Biswas
pSTarC: Pseudo Source Guided Target Clustering for Fully Test-Time Adaptation. WACV (2024)
Aditya Chandrasekar, Manogna Sreenivas, Soma Biswas
PhISH-Net: Physics Inspired System for High Resolution Underwater Image Enhancement. WACV (2024)
Jayateja Kalla, Soma Biswas
Robust Feature Learning and Global Variance-Driven Classifier Alignment for Long-Tail Class Incremental Learning. CoRR (2023)
Manogna Sreenivas, Goirik Chakrabarty, Soma Biswas
pSTarC: Pseudo Source Guided Target Clustering for Fully Test-Time Adaptation. CoRR (2023)
Goirik Chakrabarty, Manogna Sreenivas, Soma Biswas
SANTA: Source Anchoring Network and Target Alignment for Continual Test Time Adaptation. Trans. Mach. Learn. Res. 2023 (2023)
Manogna Sreenivas, Soma Biswas
Similar Class Style Augmentation for Efficient Cross-Domain Few-Shot Learning. CVPR Workshops (2023)
Debarshi Brahma, Amartya Bhattacharya, Suraj Nagaje Mahadev, Anmol Asati, Vikas Verma, Soma Biswas
Leveraging Out-of-Domain Data for Domain-Specific Prompt Tuning in Multi-Modal Fake News Detection. CoRR (2023)
Subhadeep Roy, Shankhanil Mitra, Soma Biswas, Rajiv Soundararajan
Test Time Adaptation for Blind Image Quality Assessment. CoRR (2023)
Goirik Chakrabarty, Manogna Sreenivas, Soma Biswas
SATA: Source Anchoring and Target Alignment Network for Continual Test Time Adaptation. CoRR (2023)
Subhadeep Roy, Shankhanil Mitra, Soma Biswas, Rajiv Soundararajan
Test Time Adaptation for Blind Image Quality Assessment. ICCV (2023)
Jayateja Kalla, Soma Biswas
S3C: Self-Supervised Stochastic Classifiers for Few-Shot Class-Incremental Learning. CoRR (2023)
Goirik Chakrabarty, Manogna Sreenivas, Soma Biswas
A Simple Signal for Domain Shift. ICCV (Workshops) (2023)
Megh Manoj Bhalerao, Anurag Singh, Soma Biswas
Pred&Guide: Labeled Target Class Prediction for Guiding Semi-Supervised Domain Adaptation. CoRR (2022)
K. J. Joseph, Sujoy Paul, Gaurav Aggarwal, Soma Biswas, Piyush Rai, Kai Han, Vineeth N. Balasubramanian
Spacing Loss for Discovering Novel Categories. CoRR (2022)
Viral Parekh, Surbhi Mathur, Soma Biswas, Karimulla Shaik
VPER: Visual Product Entity Recognition for Fashion-wear. COMAD/CODS (2022)
Biswajit Mondal, Soma Biswas
SEIC: Semantic Embedding with Intermediate Classes for Zero-Shot Domain Generalization. ACCV (5) (2022)
K. J. Joseph, Sujoy Paul, Gaurav Aggarwal, Soma Biswas, Piyush Rai, Kai Han, Vineeth N. Balasubramanian
Novel Class Discovery Without Forgetting. ECCV (24) (2022)
K. J. Joseph, Sujoy Paul, Gaurav Aggarwal, Soma Biswas, Piyush Rai, Kai Han, Vineeth N. Balasubramanian
Novel Class Discovery without Forgetting. CoRR (2022)
Ahmad Arfeen, Titir Dutta, Soma Biswas
Handling Class-Imbalance for Improved Zero-Shot Domain Generalization. BMVC (2022)
Jayateja Kalla, Soma Biswas
S3C: Self-Supervised Stochastic Classifiers for Few-Shot Class-Incremental Learning. ECCV (25) (2022)
Manogna Sreenivas, Sawa Takamuku, Soma Biswas, Aditya Chepuri, Balasubramanian Vengatesan, Naotake Natori
Improved Cross-Dataset Facial Expression Recognition by Handling Data Imbalance and Feature Confusion. ECCV Workshops (5) (2022)
K. J. Joseph, Sujoy Paul, Gaurav Aggarwal, Soma Biswas, Piyush Rai, Kai Han, Vineeth N. Balasubramanian
Spacing Loss for Discovering Novel Categories. CVPR Workshops (2022)
Anik Goyal, Soma Biswas
Few-shot classification without forgetting of event-camera data. ICVGIP (2021)
Ahmad Arfeen, Titir Dutta, Soma Biswas
Selective mixing and voting network for semi-supervised domain generalization. ICVGIP (2021)
Rahul Bansal, Soma Biswas
CT-DANN: co-teaching meets DANN for wild unsupervised domain adaptation. ICVGIP (2021)
Soumava Paul, Titir Dutta, Soma Biswas
Universal Cross-Domain Retrieval: Generalizing Across Classes and Domains. ICCV (2021)
Ansh Khurana, Sujoy Paul, Piyush Rai, Soma Biswas, Gaurav Aggarwal
SITA: Single Image Test-time Adaptation. CoRR (2021)
Anurag Singh, Naren Doraiswamy, Sawa Takamuku, Megh Bhalerao, Titir Dutta, Soma Biswas, Aditya Chepuri, Balasubramanian Vengatesan, Naotake Natori
Improving Semi-Supervised Domain Adaptation Using Effective Target Selection and Semantics. CVPR Workshops (2021)
Tamal Chowdhury, Sukalpa Chanda, Saumik Bhattacharya, Soma Biswas, Umapada Pal
Contact-Less Heart Rate Detection in Low Light Videos. ACPR (1) (2021)
Viral Parekh, Karimulla Shaik, Soma Biswas, Muthusamy Chelliah
Fine-Grained Visual Attribute Extraction From Fashion Wear. CVPR Workshops (2021)
Ayyappa Kumar Pambala, Titir Dutta, Soma Biswas
. Pattern Recognit. Lett. 147 (2021)
Soma Biswas, Debmalya Biswas
Deep Learning based Asbestos Fiber Detection. AIPR (2021)
Titir Dutta, Anurag Singh, Soma Biswas
StyleGuide: Zero-Shot Sketch-Based Image Retrieval Using Style-Guided Image Generation. IEEE Trans. Multim. 23 (2021)
Soumava Paul, Titir Dutta, Soma Biswas
Universal Cross-Domain Retrieval: Generalizing Across Classes and Domains. CoRR (2021)
Ayyappa Kumar Pambala, Titir Dutta, Soma Biswas
SML: Semantic Meta-learning for Few-shot Semantic Segmentation. CoRR (2020)
Devraj Mandal, Soma Biswas
Cross-Modal Retrieval With Noisy Labels. ICIP (2020)
Titir Dutta, Anurag Singh, Soma Biswas
Adaptive Margin Diversity Regularizer for Handling Data Imbalance in Zero-Shot SBIR. ECCV (5) (2020)
Biju Venkadath Somasundaran, Rajiv Soundararajan, Soma Biswas
Robust image retrieval by cascading a deep quality assessment network. Signal Process. Image Commun. 80 (2020)
Titir Dutta, Soma Biswas
s-SBIR: Style Augmented Sketch based Image Retrieval. WACV (2020)
Devraj Mandal, Pramod Rao, Soma Biswas
Semi-Supervised Cross-Modal Retrieval With Label Prediction. IEEE Trans. Multim. 22 (9) (2020)
Devraj Mandal, Pramod Rao, Soma Biswas
Label Prediction Framework For Semi-Supervised Cross-Modal Retrieval. ICIP (2020)
Ayyappa Kumar Pambala, Titir Dutta, Soma Biswas
Generative Model with Semantic Embedding and Integrated Classifier for Generalized Zero-Shot Learning. WACV (2020)
Devraj Mandal, Shrisha Bharadwaj, Soma Biswas
A Novel Self-Supervised Re-labeling Approach for Training with Noisy Labels. WACV (2020)
Devraj Mandal, Soma Biswas
A Novel Incremental Cross-Modal Hashing Approach. CoRR (2020)
Supritam Bhattacharjee, Devraj Mandal, Soma Biswas
Multi-class Novelty Detection Using Mix-up Technique. WACV (2020)
Titir Dutta, Soma Biswas
Cross-modal retrieval in challenging scenarios using attributes. Pattern Recognit. Lett. 125 (2019)
Supritam Bhattacharjee, Devraj Mandal, Soma Biswas
Segregation Network for Multi-Class Novelty Detection. CoRR (2019)
Devraj Mandal, Kunal N. Chaudhury, Soma Biswas
Generalized Semantic Preserving Hashing for Cross-Modal Retrieval. IEEE Trans. Image Process. 28 (1) (2019)
Rajiv Soundararajan, Soma Biswas
Machine vision quality assessment for robust face detection. Signal Process. Image Commun. 72 (2019)
Devraj Mandal, Pramod Rao, Soma Biswas
Label Prediction Framework for Semi-Supervised Cross-Modal Retrieval. CoRR (2019)
Supritam Bhattacharjee, Sivaram Prasad Mudunuri, Soma Biswas
Do I Know You? A Two-Stage Framework for Novelty Detection. ICIP (2019)
Sivaram Prasad Mudunuri, Shashanka Venkataramanan, Soma Biswas
Dictionary Alignment With Re-Ranking for Low-Resolution NIR-VIS Face Recognition. IEEE Trans. Inf. Forensics Secur. 14 (4) (2019)
Ayyappa Kumar Pambala, Titir Dutta, Soma Biswas
Unified Generator-Classifier for Efficient Zero-Shot Learning. CoRR (2019)
Titir Dutta, Soma Biswas
Style-Guided Zero-Shot Sketch-based Image Retrieval. BMVC (2019)
Supritam Bhattacharjee, Devraj Mandal, Soma Biswas
Autoencoder based novelty detection for generalized zero shot learning. ICIP (2019)
Muthusamy Chelliah, Soma Biswas, Lucky Dhakad
Principle-to-program: Neural Fashion Recommendation with Multi-modal Input. ACM Multimedia (2019)
Titir Dutta, Soma Biswas
Generalized Zero-Shot Cross-Modal Retrieval. IEEE Trans. Image Process. 28 (12) (2019)
Devraj Mandal, Shrisha Bharadwaj, Soma Biswas
What happens when self-supervision meets Noisy Labels? CoRR (2019)
Yashas Annadani, Soma Biswas
Preserving Semantic Relations for Zero-Shot Learning. CoRR (2018)
Sivaram Prasad Mudunuri, Soma Biswas
Coarse to Fine Training for Low-Resolution Heterogeneous Face Recognition. ICIP (2018)
Devraj Mandal, Pramod Rao, Soma Biswas
A Deep Learning Framework for Semi-Supervised Cross-Modal Retrieval with Label Prediction. CoRR (2018)
Devraj Mandal, Yashas Annadani, Soma Biswas
GrowBit: Incremental Hashing for Cross-Modal Retrieval. ACCV (4) (2018)
Biju Venkadath Somasundaran, Rajiv Soundararajan, Soma Biswas
Image Denoising for Image Retrieval by Cascading a Deep Quality Assessment Network. ICIP (2018)
Sivaram Prasad Mudunuri, Soubhik Sanyal, Soma Biswas
GenLR-Net: Deep Framework for Very Low Resolution Face and Object Recognition With Generalization to Unseen Categories. CVPR Workshops (2018)
Yashas Annadani, Soma Biswas
Preserving Semantic Relations for Zero-Shot Learning. CVPR (2018)
Devraj Mandal, Soma Biswas
Label consistent matrix factorization based hashing for cross-modal retrieval. ICIP (2017)
Devraj Mandal, Kunal N. Chaudhury, Soma Biswas
Generalized Semantic Preserving Hashing for N-Label Cross-Modal Retrieval. CVPR (2017)
Sivaram Prasad Mudunuri, Shashanka Venkataramanan, Soma Biswas
Improved Low Resolution Heterogeneous Face Recognition Using Re-ranking. NCVPRIPG (2017)
Nilotpal Das, Devraj Mandal, Soma Biswas
Simultaneous Semi-Coupled Dictionary Learning for Matching in Canonical Space. IEEE Trans. Image Process. 26 (8) (2017)
Adway Mitra, Soma Biswas, Chiranjib Bhattacharyya
Bayesian Modeling of Temporal Coherence in Videos for Entity Discovery and Summarization. IEEE Trans. Pattern Anal. Mach. Intell. 39 (3) (2017)
Soma Biswas, Vikas Gupta
Abnormality detection in crowd videos by tracking sparse components. Mach. Vis. Appl. 28 (1-2) (2017)
Sivaram Prasad Mudunuri, Soma Biswas
Dictionary Alignment for Low-Resolution and Heterogeneous Face Recognition. WACV (2017)
Soubhik Sanyal, Sivaram Prasad Mudunuri, Soma Biswas
Discriminative pose-free descriptors for face and object matching. Pattern Recognit. 67 (2017)
Soubhik Sanyal, Devraj Mandal, Soma Biswas
Aligned discriminative pose robust descriptors for face and object recognition. ICIP (2017)
Devraj Mandal, Soma Biswas
Query specific re-ranking for improved cross-modal retrieval. Pattern Recognit. Lett. 98 (2017)
Devraj Mandal, Soma Biswas
Generalized Coupled Dictionary Learning Approach With Applications to Cross-Modal Matching. IEEE Trans. Image Process. 25 (8) (2016)
Vishal Jain, Zitha Sasindran, Anoop Kolar Rajagopal, Soma Biswas, Harish S. Bharadwaj, K. R. Ramakrishnan
Deep automatic license plate recognition system. ICVGIP (2016)
Sivaram Prasad Mudunuri, Soma Biswas
Low Resolution Face Recognition Across Variations in Pose and Illumination. IEEE Trans. Pattern Anal. Mach. Intell. 38 (5) (2016)
Nilotpal Das, Devraj Mandal, Soma Biswas
Simultaneous Semi-Coupled Dictionary Learning for Matching RGBD Data. CVPR Workshops (2016)
Yashas Annadani, D. L. Rakshith, Soma Biswas
Sliding Dictionary Based Sparse Representation For Action Recognition. CoRR (2016)
Harish S. Bharadwaj, Soma Biswas, K. R. Ramakrishnan
A large scale dataset for classification of vehicles in urban traffic scenes. ICVGIP (2016)
Sivaram Prasad Mudunuri, Soma Biswas
A coupled discriminative dictionary and transformation learning approach with applications to cross domain matching. Pattern Recognit. Lett. 71 (2016)
Soubhik Sanyal, Sivaram Prasad Mudunuri, Soma Biswas
Discriminative Pose-Free Descriptors for Face and Object Matching. ICCV (2015)
Adway Mitra, Soma Biswas, Chiranjib Bhattacharyya
Temporally Coherent CRP: A Bayesian Non-Parametric Approach for Clustering Tracklets with applications to Person Discovery in Videos. SDM (2015)
Adway Mitra, Chiranjib Bhattacharyya, Soma Biswas
EntScene: Nonparametric Bayesian Temporal Segmentation of Videos Aimed at Entity-Driven Scene Detection. IJCAI (2015)
Soma Biswas
A novel stereo matching approach for pedestrian re-identification. NCVPRIPG (2015)
Dasharath Mali, Soma Biswas
Cross-modal attribute based facial image retrieval. NCVPRIPG (2015)
Soma Biswas, Fei Zhao, Xiaoxing Li, Rakesh Mullick, Vivek Vaidya
Lesion Detection in Breast Ultrasound Images Using Tissue Transition Analysis. ICPR (2014)
Fei Zhao, Xiaoxing Li, Soma Biswas, Rakesh Mullick, Paulo R. S. Mendonça, Vivek Vaidya
Topological texture-based method for mass detection in breast ultrasound image. ISBI (2014)
Vikas Gupta, Soma Biswas
Crowd Abnormality Detection and Localization: A Matrix Decomposition Approach. ICVGIP (2014)
Adway Mitra, Soma Biswas, Chiranjib Bhattacharyya
Temporally Coherent Chinese Restaurant Process for Discovery of Persons and Corresponding Tracklets from User-generated Videos. CoRR (2014)
Soma Biswas, Khurram Shafique
Source color error analysis for robust separation of reflection components. NCVPRIPG (2013)
Soma Biswas, Amitava Chatterjee, Swapan Kumar Goswami
An artificial bee colony-least square algorithm for solving harmonic estimation problems. Appl. Soft Comput. 13 (5) (2013)
Soma Biswas, Gaurav Aggarwal, Patrick J. Flynn, Kevin W. Bowyer
Pose-Robust Recognition of Low-Resolution Face Images. IEEE Trans. Pattern Anal. Mach. Intell. 35 (12) (2013)
Gaurav Aggarwal, Soma Biswas, Patrick J. Flynn, Kevin W. Bowyer
A sparse representation approach to face matching across plastic surgery. WACV (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Soma Biswas