Sujoy Paul

According to our database, Sujoy Paul authored at least 38 papers between 2013 and 2023.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2023

Reconstruction Guided Meta-Learning for Few Shot Open Set Recognition.

Sayak Nag, Dripta S. Raychaudhuri, Sujoy Paul, Amit K. Roy-Chowdhury

IEEE Trans. Pattern Anal. Mach. Intell., December, 2023

Analyzing the Efficacy of an LLM-Only Approach for Image-based Document Question Answering.

Nidhi Hegde, Sujoy Paul, Gagan Madan, Gaurav Aggarwal

CoRR, 2023

Is it an i or an l: Test-time Adaptation of Text Line Recognition Models.

Debapriya Tula, Sujoy Paul, Gagan Madan, Peter Garst, R. Reeve Ingle, Gaurav Aggarwal

CoRR, 2023

Test-time Adaptation with Slot-Centric Models.

Mihir Prabhudesai, Anirudh Goyal, Sujoy Paul, Sjoerd van Steenkiste, Mehdi S. M. Sajjadi, Gaurav Aggarwal, Thomas Kipf, Deepak Pathak, Katerina Fragkiadaki

Proceedings of the International Conference on Machine Learning, 2023

Weakly Supervised Information Extraction from Inscrutable Handwritten Document Images.

Sujoy Paul, Gagan Madan, Akankshya Mishra, Narayan Hegde, Pradeep Kumar, Gaurav Aggarwal

Proceedings of the Document Analysis and Recognition - ICDAR 2023, 2023

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

2021

Learning Person Re-Identification Models From Videos With Weak Supervision.

Xueping Wang, Min Liu, Dripta S. Raychaudhuri, Sujoy Paul, Yaonan Wang, Amit K. Roy-Chowdhury

IEEE Trans. Image Process., 2021

Unsupervised Adaptation of Semantic Segmentation Models without Source Data.

Sujoy Paul, Ansh Khurana, Gaurav Aggarwal

CoRR, 2021

SITA: Single Image Test-time Adaptation.

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

CoRR, 2021

Learning Few-shot Open-set Classifiers using Exemplar Reconstruction.

Sayak Nag, Dripta S. Raychaudhuri, Sujoy Paul, Amit K. Roy-Chowdhury

CoRR, 2021

Cross-domain Imitation from Observations.

Dripta S. Raychaudhuri, Sujoy Paul, Jeroen van Baar, Amit K. Roy-Chowdhury

Proceedings of the 38th International Conference on Machine Learning, 2021

Unsupervised Multi-Source Domain Adaptation Without Access to Source Data.

Sk Miraj Ahmed, Dripta S. Raychaudhuri, Sujoy Paul, Samet Oymak, Amit K. Roy-Chowdhury

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

2020

Learning with Limited Supervision for Static and Dynamic Tasks.

Sujoy Paul

PhD thesis, 2020

Context-Aware Query Selection for Active Learning in Event Recognition.

Mahmudul Hasan, Sujoy Paul, Anastasios I. Mourikis, Amit K. Roy-Chowdhury

IEEE Trans. Pattern Anal. Mach. Intell., 2020

Adversarial Knowledge Transfer from Unlabeled Data.

Akash Gupta, Rameswar Panda, Sujoy Paul, Jianming Zhang, Amit K. Roy-Chowdhury

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Domain Adaptive Semantic Segmentation Using Weak Labels.

Sujoy Paul, Yi-Hsuan Tsai, Samuel Schulter, Amit K. Roy-Chowdhury, Manmohan Chandraker

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

Exploiting Typicality for Selecting Informative and Anomalous Samples in Videos.

Jawadul H. Bappy, Sujoy Paul, Ertem Tuncel, Amit K. Roy-Chowdhury

IEEE Trans. Image Process., 2019

Learning from Trajectories via Subgoal Discovery.

Sujoy Paul, Jeroen van Baar, Amit K. Roy-Chowdhury

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Stealthy Adversarial Perturbations Against Real-Time Video Classification Systems.

Shasha Li, Ajaya Neupane, Sujoy Paul, Chengyu Song, Srikanth V. Krishnamurthy, Amit K. Roy-Chowdhury, Ananthram Swami

Proceedings of the 26th Annual Network and Distributed System Security Symposium, 2019

Weakly Supervised Video Moment Retrieval From Text Queries.

Niluthpol Chowdhury Mithun, Sujoy Paul, Amit K. Roy-Chowdhury

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Trajectory-based Learning for Ball-in-Maze Games.

Sujoy Paul, Jeroen van Baar

CoRR, 2018

Adversarial Perturbations Against Real-Time Video Classification Systems.

Shasha Li, Ajaya Neupane, Sujoy Paul, Chengyu Song, Srikanth V. Krishnamurthy, Amit K. Roy-Chowdhury, Ananthram Swami

CoRR, 2018

Incorporating Scalability in Unsupervised Spatio- Temporal Feature Learning.

Sujoy Paul, Sourya Roy, Amit K. Roy-Chowdhury

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

W-TALC: Weakly-Supervised Temporal Activity Localization and Classification.

Sujoy Paul, Sourya Roy, Amit K. Roy-Chowdhury

Proceedings of the Computer Vision - ECCV 2018, 2018

Exploiting Transitivity for Learning Person Re-Identification Models on a Budget.

Sourya Roy, Sujoy Paul, Neal E. Young, Amit K. Roy-Chowdhury

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

2017

Full C-band tunable MEMS-VCSEL for next generation G.metro mobile front- and backhauling.

Christoph Wagner, Jim Zou, Markus Ortsiefer, Christoph Greus, Christian Neumeyr, Klaus Grobe, Michael Eiselt, Sujoy Paul, Julijan Cesar, Franko Küppers, Juan Jose Vegas Olmos, Idelfonso Tafur Monroy

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2017

Non-uniform Subset Selection for Active Learning in Structured Data.

Sujoy Paul, Jawadul H. Bappy, Amit K. Roy-Chowdhury

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

The Impact of Typicality for Informative Representative Selection.

Jawadul H. Bappy, Sujoy Paul, Ertem Tuncel, Amit K. Roy-Chowdhury

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

2016

Multi-Exposure and Multi-Focus Image Fusion in Gradient Domain.

Sujoy Paul, Ioana S. Sevcenco, Panajotis Agathoklis

J. Circuits Syst. Comput., 2016

Efficient selection of informative and diverse training samples with applications in scene classification.

Sujoy Paul, Jawadul H. Bappy, Amit K. Roy-Chowdhury

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Online Adaptation for Joint Scene and Object Classification.

Jawadul H. Bappy, Sujoy Paul, Amit K. Roy-Chowdhury

Proceedings of the Computer Vision - ECCV 2016, 2016

2015

Simultaneous feature selection and weighting - An evolutionary multi-objective optimization approach.

Sujoy Paul, Swagatam Das

Pattern Recognit. Lett., 2015

Rough-Fuzzy Collaborative Multi-level Image Thresholding: A Differential Evolution Approach.

Sujoy Paul, Shounak Datta, Swagatam Das

Proceedings of the Mendel 2015, 2015

Up to 12-Gbps transmission over 6.3-km SMF using a directly modulated bulk micromachined MEMS tunable VCSEL.

Karolina Zogal, Sujoy Paul, Christian Gierl, Peter Meissner, Franko Küppers

Proceedings of the European Conference on Optical Communication, 2015

2014

A Fuzzy Entropy Based Multi-Level Image Thresholding Using Differential Evolution.

Soham Sarkar, Sujoy Paul, Ritambhar Burman, Swagatam Das, Sheli Sinha Chaudhuri

Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2014

2013

A Differential Evolution Approach to Multi-level Image Thresholding Using Type II Fuzzy Sets.

Ritambhar Burman, Sujoy Paul, Swagatam Das

Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2013

Multi-level image segmentation based on fuzzy - Tsallis entropy and differential evolution.

Soham Sarkar, Swagatam Das, Sujoy Paul, S. Polley, Ritambhar Burman, Sheli Sinha Chaudhuri

Proceedings of the FUZZ-IEEE 2013, 2013