Soma Biswas

According to our database, Soma Biswas authored at least 115 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Generalized semi-supervised class incremental learning in presence of outliers.

Jayateja Kalla, Prishruit Punia, Titir Dutta, Soma Biswas

Multim. Tools Appl., February, 2024

AggSS: An Aggregated Self-Supervised Approach for Class-Incremental Learning.

Jayateja Kalla, Soma Biswas

CoRR, 2024

TACLE: Task and Class-aware Exemplar-free Semi-supervised Class Incremental Learning.

Jayateja Kalla, Rohit Kumar, Soma Biswas

CoRR, 2024

Effectiveness of Vision Language Models for Open-world Single Image Test Time Adaptation.

Manogna Sreenivas, Soma Biswas

CoRR, 2024

pSTarC: Pseudo Source Guided Target Clustering for Fully Test-Time Adaptation.

Manogna Sreenivas, Goirik Chakrabarty, Soma Biswas

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Robust Feature Learning and Global Variance-Driven Classifier Alignment for Long-Tail Class Incremental Learning.

Jayateja Kalla, Soma Biswas

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

PhISH-Net: Physics Inspired System for High Resolution Underwater Image Enhancement.

Aditya Chandrasekar, Manogna Sreenivas, Soma Biswas

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

AMEND: Adaptive Margin and Expanded Neighborhood for Efficient Generalized Category Discovery.

Anwesha Banerjee, Liyana Sahir Kallooriyakath, Soma Biswas

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

CoVLM: Leveraging Consensus from Vision-Language Models for Semi-supervised Multi-modal Fake News Detection.

Devank, Jayateja Kalla, Soma Biswas

Proceedings of the Computer Vision - ACCV 2024, 2024

2023

SANTA: Source Anchoring Network and Target Alignment for Continual Test Time Adaptation.

Goirik Chakrabarty, Manogna Sreenivas, Soma Biswas

Trans. Mach. Learn. Res., 2023

Leveraging Out-of-Domain Data for Domain-Specific Prompt Tuning in Multi-Modal Fake News Detection.

Debarshi Brahma, Amartya Bhattacharya, Suraj Nagaje Mahadev, Anmol Asati, Vikas Verma, Soma Biswas

CoRR, 2023

SATA: Source Anchoring and Target Alignment Network for Continual Test Time Adaptation.

Goirik Chakrabarty, Manogna Sreenivas, Soma Biswas

CoRR, 2023

A Simple Signal for Domain Shift.

Goirik Chakrabarty, Manogna Sreenivas, Soma Biswas

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Test Time Adaptation for Blind Image Quality Assessment.

Subhadeep Roy, Shankhanil Mitra, Soma Biswas, Rajiv Soundararajan

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Similar Class Style Augmentation for Efficient Cross-Domain Few-Shot Learning.

Manogna Sreenivas, Soma Biswas

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Pred&Guide: Labeled Target Class Prediction for Guiding Semi-Supervised Domain Adaptation.

Megh Manoj Bhalerao, Anurag Singh, Soma Biswas

CoRR, 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

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

S3C: Self-Supervised Stochastic Classifiers for Few-Shot Class-Incremental Learning.

Jayateja Kalla, Soma Biswas

Proceedings of the Computer Vision - ECCV 2022, 2022

Novel Class Discovery Without Forgetting.

K. J. Joseph, Sujoy Paul, Gaurav Aggarwal, Soma Biswas, Piyush Rai, Kai Han, Vineeth N. Balasubramanian

Proceedings of the Computer Vision, 2022

Spacing Loss for Discovering Novel Categories.

K. J. Joseph, Sujoy Paul, Gaurav Aggarwal, Soma Biswas, Piyush Rai, Kai Han, Vineeth N. Balasubramanian

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

VPER: Visual Product Entity Recognition for Fashion-wear.

Viral Parekh, Surbhi Mathur, Soma Biswas, Karimulla Shaik

Proceedings of the CODS-COMAD 2022: 5th Joint International Conference on Data Science & Management of Data (9th ACM IKDD CODS and 27th COMAD), Bangalore, India, January 8, 2022

Handling Class-Imbalance for Improved Zero-Shot Domain Generalization.

Ahmad Arfeen, Titir Dutta, Soma Biswas

Proceedings of the 33rd British Machine Vision Conference 2022, 2022

SEIC: Semantic Embedding with Intermediate Classes for Zero-Shot Domain Generalization.

Biswajit Mondal, Soma Biswas

Proceedings of the Computer Vision - ACCV 2022, 2022

2021

StyleGuide: Zero-Shot Sketch-Based Image Retrieval Using Style-Guided Image Generation.

Titir Dutta, Anurag Singh, Soma Biswas

IEEE Trans. Multim., 2021

SML: Semantic meta-learning for few-shot semantic segmentation^☆.

Ayyappa Kumar Pambala, Titir Dutta, Soma Biswas

Pattern Recognit. Lett., 2021

SITA: Single Image Test-time Adaptation.

Ansh Khurana, Sujoy Paul, Piyush Rai, Soma Biswas, Gaurav Aggarwal

CoRR, 2021

Few-shot classification without forgetting of event-camera data.

Anik Goyal, Soma Biswas

Proceedings of the ICVGIP '21: Indian Conference on Computer Vision, Graphics and Image Processing, Jodhpur, India, December 19, 2021

CT-DANN: co-teaching meets DANN for wild unsupervised domain adaptation.

Rahul Bansal, Soma Biswas

Proceedings of the ICVGIP '21: Indian Conference on Computer Vision, Graphics and Image Processing, Jodhpur, India, December 19, 2021

Selective mixing and voting network for semi-supervised domain generalization.

Ahmad Arfeen, Titir Dutta, Soma Biswas

Proceedings of the ICVGIP '21: Indian Conference on Computer Vision, Graphics and Image Processing, Jodhpur, India, December 19, 2021

Universal Cross-Domain Retrieval: Generalizing Across Classes and Domains.

Soumava Paul, Titir Dutta, Soma Biswas

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 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

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

Fine-Grained Visual Attribute Extraction From Fashion Wear.

Viral Parekh, Karimulla Shaik, Soma Biswas, Muthusamy Chelliah

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

Deep Learning based Asbestos Fiber Detection.

Soma Biswas, Debmalya Biswas

Proceedings of the 50th IEEE Applied Imagery Pattern Recognition Workshop, 2021

Contact-Less Heart Rate Detection in Low Light Videos.

Tamal Chowdhury, Sukalpa Chanda, Saumik Bhattacharya, Soma Biswas, Umapada Pal

Proceedings of the Pattern Recognition - 6th Asian Conference, 2021

2020

Semi-Supervised Cross-Modal Retrieval With Label Prediction.

Devraj Mandal, Pramod Rao, Soma Biswas

IEEE Trans. Multim., 2020

Robust image retrieval by cascading a deep quality assessment network.

Biju Venkadath Somasundaran, Rajiv Soundararajan, Soma Biswas

Signal Process. Image Commun., 2020

SML: Semantic Meta-learning for Few-shot Semantic Segmentation.

Ayyappa Kumar Pambala, Titir Dutta, Soma Biswas

CoRR, 2020

A Novel Incremental Cross-Modal Hashing Approach.

Devraj Mandal, Soma Biswas

CoRR, 2020

Generative Model with Semantic Embedding and Integrated Classifier for Generalized Zero-Shot Learning.

Ayyappa Kumar Pambala, Titir Dutta, Soma Biswas

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

A Novel Self-Supervised Re-labeling Approach for Training with Noisy Labels.

Devraj Mandal, Shrisha Bharadwaj, Soma Biswas

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

s-SBIR: Style Augmented Sketch based Image Retrieval.

Titir Dutta, Soma Biswas

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Multi-class Novelty Detection Using Mix-up Technique.

Supritam Bhattacharjee, Devraj Mandal, Soma Biswas

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Label Prediction Framework For Semi-Supervised Cross-Modal Retrieval.

Devraj Mandal, Pramod Rao, Soma Biswas

Proceedings of the IEEE International Conference on Image Processing, 2020

Cross-Modal Retrieval With Noisy Labels.

Devraj Mandal, Soma Biswas

Proceedings of the IEEE International Conference on Image Processing, 2020

Adaptive Margin Diversity Regularizer for Handling Data Imbalance in Zero-Shot SBIR.

Titir Dutta, Anurag Singh, Soma Biswas

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

Generalized Semantic Preserving Hashing for Cross-Modal Retrieval.

Devraj Mandal, Kunal N. Chaudhury, Soma Biswas

IEEE Trans. Image Process., 2019

Generalized Zero-Shot Cross-Modal Retrieval.

Titir Dutta, Soma Biswas

IEEE Trans. Image Process., 2019

Dictionary Alignment With Re-Ranking for Low-Resolution NIR-VIS Face Recognition.

Sivaram Prasad Mudunuri, Shashanka Venkataramanan, Soma Biswas

IEEE Trans. Inf. Forensics Secur., 2019

Machine vision quality assessment for robust face detection.

Rajiv Soundararajan, Soma Biswas

Signal Process. Image Commun., 2019

Cross-modal retrieval in challenging scenarios using attributes.

Titir Dutta, Soma Biswas

Pattern Recognit. Lett., 2019

What happens when self-supervision meets Noisy Labels?

Devraj Mandal, Shrisha Bharadwaj, Soma Biswas

CoRR, 2019

Segregation Network for Multi-Class Novelty Detection.

Supritam Bhattacharjee, Devraj Mandal, Soma Biswas

CoRR, 2019

Unified Generator-Classifier for Efficient Zero-Shot Learning.

Ayyappa Kumar Pambala, Titir Dutta, Soma Biswas

CoRR, 2019

Principle-to-program: Neural Fashion Recommendation with Multi-modal Input.

Muthusamy Chelliah, Soma Biswas, Lucky Dhakad

Proceedings of the 27th ACM International Conference on Multimedia, 2019

Autoencoder based novelty detection for generalized zero shot learning.

Supritam Bhattacharjee, Devraj Mandal, Soma Biswas

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Do I Know You? A Two-Stage Framework for Novelty Detection.

Supritam Bhattacharjee, Sivaram Prasad Mudunuri, Soma Biswas

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Style-Guided Zero-Shot Sketch-based Image Retrieval.

Titir Dutta, Soma Biswas

Proceedings of the 30th British Machine Vision Conference 2019, 2019

2018

A Deep Learning Framework for Semi-Supervised Cross-Modal Retrieval with Label Prediction.

Devraj Mandal, Pramod Rao, Soma Biswas

CoRR, 2018

Image Denoising for Image Retrieval by Cascading a Deep Quality Assessment Network.

Biju Venkadath Somasundaran, Rajiv Soundararajan, Soma Biswas

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Coarse to Fine Training for Low-Resolution Heterogeneous Face Recognition.

Sivaram Prasad Mudunuri, Soma Biswas

Proceedings of the 2018 IEEE International Conference on Image Processing, 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

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

Preserving Semantic Relations for Zero-Shot Learning.

Yashas Annadani, Soma Biswas

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

GrowBit: Incremental Hashing for Cross-Modal Retrieval.

Devraj Mandal, Yashas Annadani, Soma Biswas

Proceedings of the Computer Vision - ACCV 2018, 2018

2017

Simultaneous Semi-Coupled Dictionary Learning for Matching in Canonical Space.

Nilotpal Das, Devraj Mandal, Soma Biswas

IEEE Trans. Image Process., 2017

Query specific re-ranking for improved cross-modal retrieval.

Devraj Mandal, Soma Biswas

Pattern Recognit. Lett., 2017

Discriminative pose-free descriptors for face and object matching.

Soubhik Sanyal, Sivaram Prasad Mudunuri, Soma Biswas

Pattern Recognit., 2017

Bayesian Modeling of Temporal Coherence in Videos for Entity Discovery and Summarization.

Adway Mitra, Soma Biswas, Chiranjib Bhattacharyya

IEEE Trans. Pattern Anal. Mach. Intell., 2017

Abnormality detection in crowd videos by tracking sparse components.

Soma Biswas, Vikas Gupta

Mach. Vis. Appl., 2017

Dictionary Alignment for Low-Resolution and Heterogeneous Face Recognition.

Sivaram Prasad Mudunuri, Soma Biswas

Proceedings of the 2017 IEEE Winter Conference on Applications of Computer Vision, 2017

Improved Low Resolution Heterogeneous Face Recognition Using Re-ranking.

Sivaram Prasad Mudunuri, Shashanka Venkataramanan, Soma Biswas

Proceedings of the Computer Vision, Pattern Recognition, Image Processing, and Graphics, 2017

Aligned discriminative pose robust descriptors for face and object recognition.

Soubhik Sanyal, Devraj Mandal, Soma Biswas

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Label consistent matrix factorization based hashing for cross-modal retrieval.

Devraj Mandal, Soma Biswas

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Generalized Semantic Preserving Hashing for N-Label Cross-Modal Retrieval.

Devraj Mandal, Kunal N. Chaudhury, Soma Biswas

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016

Generalized Coupled Dictionary Learning Approach With Applications to Cross-Modal Matching.

Devraj Mandal, Soma Biswas

IEEE Trans. Image Process., 2016

A coupled discriminative dictionary and transformation learning approach with applications to cross domain matching.

Sivaram Prasad Mudunuri, Soma Biswas

Pattern Recognit. Lett., 2016

Low Resolution Face Recognition Across Variations in Pose and Illumination.

Sivaram Prasad Mudunuri, Soma Biswas

IEEE Trans. Pattern Anal. Mach. Intell., 2016

Sliding Dictionary Based Sparse Representation For Action Recognition.

Yashas Annadani, D. L. Rakshith, Soma Biswas

CoRR, 2016

Deep automatic license plate recognition system.

Vishal Jain, Zitha Sasindran, Anoop Kolar Rajagopal, Soma Biswas, Harish S. Bharadwaj, K. R. Ramakrishnan

Proceedings of the Tenth Indian Conference on Computer Vision, 2016

A large scale dataset for classification of vehicles in urban traffic scenes.

Harish S. Bharadwaj, Soma Biswas, K. R. Ramakrishnan

Proceedings of the Tenth Indian Conference on Computer Vision, 2016

Simultaneous Semi-Coupled Dictionary Learning for Matching RGBD Data.

Nilotpal Das, Devraj Mandal, Soma Biswas

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

2015

Temporally Coherent CRP: A Bayesian Non-Parametric Approach for Clustering Tracklets with applications to Person Discovery in Videos.

Adway Mitra, Soma Biswas, Chiranjib Bhattacharyya

Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

Cross-modal attribute based facial image retrieval.

Dasharath Mali, Soma Biswas

Proceedings of the 2015 Fifth National Conference on Computer Vision, 2015

A novel stereo matching approach for pedestrian re-identification.

Soma Biswas

Proceedings of the 2015 Fifth National Conference on Computer Vision, 2015

EntScene: Nonparametric Bayesian Temporal Segmentation of Videos Aimed at Entity-Driven Scene Detection.

Adway Mitra, Chiranjib Bhattacharyya, Soma Biswas

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

2014

Temporally Coherent Chinese Restaurant Process for Discovery of Persons and Corresponding Tracklets from User-generated Videos.

Adway Mitra, Soma Biswas, Chiranjib Bhattacharyya

CoRR, 2014

Topological texture-based method for mass detection in breast ultrasound image.

Fei Zhao, Xiaoxing Li, Soma Biswas, Rakesh Mullick, Paulo R. S. Mendonça, Vivek Vaidya

Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Crowd Abnormality Detection and Localization: A Matrix Decomposition Approach.

Vikas Gupta, Soma Biswas

Proceedings of the 2014 Indian Conference on Computer Vision, 2014

Lesion Detection in Breast Ultrasound Images Using Tissue Transition Analysis.

Soma Biswas, Fei Zhao, Xiaoxing Li, Rakesh Mullick, Vivek Vaidya

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

2013

Pose-Robust Recognition of Low-Resolution Face Images.

Soma Biswas, Gaurav Aggarwal, Patrick J. Flynn, Kevin W. Bowyer

IEEE Trans. Pattern Anal. Mach. Intell., 2013

An artificial bee colony-least square algorithm for solving harmonic estimation problems.

Soma Biswas, Amitava Chatterjee, Swapan Kumar Goswami

Appl. Soft Comput., 2013

Source color error analysis for robust separation of reflection components.

Soma Biswas, Khurram Shafique

Proceedings of the Fourth National Conference on Computer Vision, 2013

2012

Dictionary-Based Face Recognition Under Variable Lighting and Pose.

Vishal M. Patel, Tao Wu, Soma Biswas, P. Jonathon Phillips, Rama Chellappa

IEEE Trans. Inf. Forensics Secur., 2012

Multidimensional Scaling for Matching Low-Resolution Face Images.

Soma Biswas, Kevin W. Bowyer, Patrick J. Flynn

IEEE Trans. Pattern Anal. Mach. Intell., 2012

Face Recognition from Video: a Review.

Jeremiah R. Barr, Kevin W. Bowyer, Patrick J. Flynn, Soma Biswas

Int. J. Pattern Recognit. Artif. Intell., 2012

Predicting good, bad and ugly match Pairs.

Gaurav Aggarwal, Soma Biswas, Patrick J. Flynn, Kevin W. Bowyer

Proceedings of the IEEE Workshop on Applications of Computer Vision, 2012

A sparse representation approach to face matching across plastic surgery.

Gaurav Aggarwal, Soma Biswas, Patrick J. Flynn, Kevin W. Bowyer

Proceedings of the IEEE Workshop on Applications of Computer Vision, 2012

Digital Curvatures Applied to 3D Object Analysis and Recognition: A Case Study.

Li Chen, Soma Biswas

Proceedings of the Combinatorial Image Analysis - 15th International Workshop, 2012

2011

Face Recognition from Still Images and Video.

Soma Biswas, Rama Chellappa

Proceedings of the Encyclopedia of Cryptography and Security, 2nd Ed., 2011

A study of face recognition of identical twins by humans.

Soma Biswas, Kevin W. Bowyer, Patrick J. Flynn

Proceedings of the 2011 IEEE International Workshop on Information Forensics and Security, 2011

Illumination robust dictionary-based face recognition.

Vishal M. Patel, Tao Wu, Soma Biswas, P. Jonathon Phillips, Rama Chellappa

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Difficult imaging covariates or difficult subjects? - An empirical investigation.

Jeffrey R. Paone, Soma Biswas, Gaurav Aggarwal, Patrick J. Flynn

Proceedings of the 2011 IEEE International Joint Conference on Biometrics, 2011

Face recognition in low-resolution videos using learning-based likelihood measurement model.

Soma Biswas, Gaurav Aggarwal, Patrick J. Flynn

Proceedings of the 2011 IEEE International Joint Conference on Biometrics, 2011

Pose-robust recognition of low-resolution face images.

Soma Biswas, Gaurav Aggarwal, Patrick J. Flynn

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Predicting performance of face recognition systems: An image characterization approach.

Gaurav Aggarwal, Soma Biswas, Patrick J. Flynn, Kevin W. Bowyer

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010

An Efficient and Robust Algorithm for Shape Indexing and Retrieval.

Soma Biswas, Gaurav Aggarwal, Rama Chellappa

IEEE Trans. Multim., 2010

The role of geometry in age estimation.

Pavan K. Turaga, Soma Biswas, Rama Chellappa

Proceedings of the IEEE International Conference on Acoustics, 2010

Pose-robust albedo estimation from a single image.

Soma Biswas, Rama Chellappa

Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Multidimensional scaling for matching low-resolution facial images.

Soma Biswas, Kevin W. Bowyer, Patrick J. Flynn

Proceedings of the Fourth IEEE International Conference on Biometrics: Theory Applications and Systems, 2010

2009

Statistical/Geometric Techniques for Object Representation and Recognition.

Soma Biswas

PhD thesis, 2009

Computational methods for modeling facial aging: A survey.

Narayanan Ramanathan, Rama Chellappa, Soma Biswas

J. Vis. Lang. Comput., 2009

Robust Estimation of Albedo for Illumination-Invariant Matching and Shape Recovery.

Soma Biswas, Gaurav Aggarwal, Rama Chellappa

IEEE Trans. Pattern Anal. Mach. Intell., 2009

2007

Efficient Indexing For Articulation Invariant Shape Matching And Retrieval.

Soma Biswas, Gaurav Aggarwal, Rama Chellappa

Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Symmetric Objects are Hardly Ambiguous.

Gaurav Aggarwal, Soma Biswas, Rama Chellappa

Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006

Invariant Geometric Representation of 3D Point Clouds for Registration and Matching.

Soma Biswas, Gaurav Aggarwal, Rama Chellappa

Proceedings of the International Conference on Image Processing, 2006

2005

UMD Experiments with FRGC Data.

Gaurav Aggarwal, Soma Biswas, Rama Chellappa

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005