Ujjal Kr Dutta

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 23

Top Topics

Pairwise Constraints

Mahalanobis Metric

Unsupervised Learning

Metric Learning

Top Venues

Publications

Ujjal Kr Dutta, Aldo Lipani, Chuan Wang, Yukun Hu
Application of Zone Method based Machine Learning and Physics-Informed Neural Networks in Reheating Furnaces. CoRR (2023)
Ujjal Kr Dutta
Fuse and Attend: Generalized Embedding Learning for Art and Sketches. ECCV Workshops (8) (2022)
Ujjal Kr Dutta, Sandeep Repakula, Maulik Parmar, Abhinav Ravi
A Tale of Color Variants: Representation and Self-Supervised Learning in Fashion E-commerce. AAAI (2022)
Ujjal Kr Dutta
Fuse and Attend: Generalized Embedding Learning for Art and Sketches. CoRR (2022)
Ujjal Kr Dutta
Seeing Objects in Dark with Continual Contrastive Learning. ECCV Workshops (6) (2022)
Purbarag Pathak Choudhury, Ujjal Kr Dutta, Dhruba K. Bhattacharyya
Multispectral Satellite Data Classification using Soft Computing Approach. CoRR (2022)
Rajdeep H. Banerjee, Abhinav Ravi, Ujjal Kr Dutta
Attr2Style: A Transfer Learning Approach for Inferring Fashion Styles via Apparel Attributes. AAAI (2021)
Ujjal Kr Dutta, Mehrtash Harandi, Chellu Chandra Sekhar
Semi-Supervised Metric Learning: A Deep Resurrection. CoRR (2021)
Abhinav Ravi, Sandeep Repakula, Ujjal Kr Dutta, Maulik Parmar
Buy Me That Look: An Approach for Recommending Similar Fashion Products. MIPR (2021)
Ujjal Kr Dutta, Sandeep Repakula, Maulik Parmar, Abhinav Ravi
Color Variants Identification via Contrastive Self-Supervised Representation Learning. CoRR (2021)
Ujjal Kr Dutta, Sandeep Repakula, Maulik Parmar, Abhinav Ravi
A Tale of Color Variants: Representation and Self-Supervised Learning in Fashion E-Commerce. CoRR (2021)
Ujjal Kr Dutta
Seeing BDD100K in dark: Single-Stage Night-time Object Detection via Continual Fourier Contrastive Learning. CoRR (2021)
Ujjal Kr Dutta, Mehrtash Harandi, Chellu Chandra Sekhar
Semi-Supervised Metric Learning: A Deep Resurrection. AAAI (2021)
Ujjal Kr Dutta, Mehrtash Harandi, Chellu Chandra Sekhar
Unsupervised Deep Metric Learning via Orthogonality based Probabilistic Loss. CoRR (2020)
Abhinav Ravi, Sandeep Repakula, Ujjal Kr Dutta, Maulik Parmar
Buy Me That Look: An Approach for Recommending Similar Fashion Products. CoRR (2020)
Rajdeep Hazra Banerjee, Abhinav Ravi, Ujjal Kr Dutta
Attr2Style: A Transfer Learning Approach for Inferring Fashion Styles via Apparel Attributes. CoRR (2020)
Ujjal Kr Dutta, Mehrtash Harandi, Chellu Chandra Sekhar
Unsupervised Deep Metric Learning via Orthogonality Based Probabilistic Loss. IEEE Trans. Artif. Intell. 1 (1) (2020)
Ujjal Kr Dutta, C. Chandra Sekhar
A Geometric Approach for Unsupervised Similarity Learning. ICASSP (2020)
Ujjal Kr Dutta, Mehrtash Harandi, C. Chandra Sekhar
Unsupervised Metric Learning with Synthetic Examples. AAAI (2020)
Ujjal Kr Dutta, Mehrtash Harandi, Chellu Chandra Sekhar
Affinity guided Geometric Semi-Supervised Metric Learning. CoRR (2020)
Ujjal Kr Dutta, Mehrtash Harandi, Chellu Chandra Sekhar
A Probabilistic approach for Learning Embeddings without Supervision. CoRR (2019)
Ujjal Kr Dutta, C. Chandra Sekhar
Subspace Segmentation Based Metric Learning. ICIP (2018)
Ujjal Kr Dutta, C. Chandra Sekhar
Affinity Propagation Based Closed-Form Semi-supervised Metric Learning Framework. ICANN (1) (2018)