Ujjal Kr Dutta

According to our database, Ujjal Kr Dutta authored at least 22 papers between 2018 and 2025.

Collaborative distances:

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

2025

Mitigating Bad Ground Truth in Supervised Machine Learning based Crop Classification: A Multi-Level Framework with Sentinel-2 Images.

Sanayya A, Amoolya Shetty, Abhijeet Sharma, Venkatesh Ravichandran, Masthan Wali Gosuvarapalli, Sarthak Jain, Priyamvada Nanjundiah, Ujjal Kr Dutta, Divya Sharma

CoRR, March, 2025

Hottel Zone Physics-Constrained Networks for Industrial Furnaces.

Ujjal Kr Dutta, Aldo Lipani, Chuan Wang, Yukun Hu

IEEE Access, 2025

DAF: Distillation, Augmentation and Filtering based Framework for Efficient Smartphone Human Activity Recognition.

Ujjal Kr Dutta, Guan-Ming Su

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025

2024

Neural Fields for Multimedia Applications (Part-2): Trends in Volumetric Videos and 3D Objects.

Lakshmi Priya Muraleedharan, Jian Liu, Ujjal Kr Dutta, Anustup Choudhury, Guan-Ming Su

Proceedings of the Smart Multimedia - 4th International Conference, 2024

Neural Fields for Multimedia Applications (Part-1): Trends in Audio, Images and Videos.

Ujjal Kr Dutta, Anustup Choudhury, Lakshmi Priya Muraleedharan, Jian Liu, Guan-Ming Su

Proceedings of the Smart Multimedia - 4th International Conference, 2024

2023

Application of Zone Method based Machine Learning and Physics-Informed Neural Networks in Reheating Furnaces.

Ujjal Kr Dutta, Aldo Lipani, Chuan Wang, Yukun Hu

CoRR, 2023

2022

Multispectral Satellite Data Classification using Soft Computing Approach.

Purbarag Pathak Choudhury, Ujjal Kr Dutta, Dhruba K. Bhattacharyya

CoRR, 2022

Seeing Objects in Dark with Continual Contrastive Learning.

Ujjal Kr Dutta

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

Fuse and Attend: Generalized Embedding Learning for Art and Sketches.

Ujjal Kr Dutta

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

A Tale of Color Variants: Representation and Self-Supervised Learning in Fashion E-commerce.

Ujjal Kr Dutta, Sandeep Repakula, Maulik Parmar, Abhinav Ravi

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Seeing BDD100K in dark: Single-Stage Night-time Object Detection via Continual Fourier Contrastive Learning.

Ujjal Kr Dutta

CoRR, 2021

Color Variants Identification via Contrastive Self-Supervised Representation Learning.

Ujjal Kr Dutta, Sandeep Repakula, Maulik Parmar, Abhinav Ravi

CoRR, 2021

Buy Me That Look: An Approach for Recommending Similar Fashion Products.

Abhinav Ravi, Sandeep Repakula, Ujjal Kr Dutta, Maulik Parmar

Proceedings of the 4th IEEE International Conference on Multimedia Information Processing and Retrieval, 2021

Semi-Supervised Metric Learning: A Deep Resurrection.

Ujjal Kr Dutta, Mehrtash Harandi, Chellu Chandra Sekhar

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Attr2Style: A Transfer Learning Approach for Inferring Fashion Styles via Apparel Attributes.

Rajdeep H. Banerjee, Abhinav Ravi, Ujjal Kr Dutta

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Unsupervised Deep Metric Learning via Orthogonality Based Probabilistic Loss.

Ujjal Kr Dutta, Mehrtash Harandi, Chellu Chandra Sekhar

IEEE Trans. Artif. Intell., 2020

Affinity guided Geometric Semi-Supervised Metric Learning.

Ujjal Kr Dutta, Mehrtash Harandi, Chellu Chandra Sekhar

CoRR, 2020

A Geometric Approach for Unsupervised Similarity Learning.

Ujjal Kr Dutta, C. Chandra Sekhar

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Unsupervised Metric Learning with Synthetic Examples.

Ujjal Kr Dutta, Mehrtash Harandi, C. Chandra Sekhar

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

A Probabilistic approach for Learning Embeddings without Supervision.

Ujjal Kr Dutta, Mehrtash Harandi, Chellu Chandra Sekhar

CoRR, 2019

2018

Subspace Segmentation Based Metric Learning.

Ujjal Kr Dutta, C. Chandra Sekhar

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

Affinity Propagation Based Closed-Form Semi-supervised Metric Learning Framework.

Ujjal Kr Dutta, C. Chandra Sekhar

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018