Affinity Propagation Based Closed-Form Semi-supervised Metric Learning Framework. - Ujjal Kr Dutta; C. Chandra Sekhar (ICANN (1), 2018)

Subspace Segmentation Based Metric Learning. - Ujjal Kr Dutta; C. Chandra Sekhar (ICIP, 2018)

A Probabilistic approach for Learning Embeddings without Supervision. - Ujjal Kr Dutta; Mehrtash Harandi; Chellu Chandra Sekhar (CoRR, 2019)

Unsupervised Metric Learning with Synthetic Examples. - Ujjal Kr Dutta; Mehrtash Harandi; C. Chandra Sekhar (AAAI, 2020)

A Geometric Approach for Unsupervised Similarity Learning. - Ujjal Kr Dutta; C. Chandra Sekhar (ICASSP, 2020)

Affinity guided Geometric Semi-Supervised Metric Learning. - Ujjal Kr Dutta; Mehrtash Harandi; Chellu Chandra Sekhar (CoRR, 2020)

Unsupervised Deep Metric Learning via Orthogonality Based Probabilistic Loss. - Ujjal Kr Dutta; Mehrtash Harandi; Chellu Chandra Sekhar (IEEE Trans. Artif. Intell., 2020)

Attr2Style: A Transfer Learning Approach for Inferring Fashion Styles via Apparel Attributes. - Rajdeep H. Banerjee; Abhinav Ravi; Ujjal Kr Dutta (AAAI, 2021)

Semi-Supervised Metric Learning: A Deep Resurrection. - Ujjal Kr Dutta; Mehrtash Harandi; Chellu Chandra Sekhar (AAAI, 2021)

Buy Me That Look: An Approach for Recommending Similar Fashion Products. - Abhinav Ravi; Sandeep Repakula; Ujjal Kr Dutta; Maulik Parmar (MIPR, 2021)

Color Variants Identification via Contrastive Self-Supervised Representation Learning. - Ujjal Kr Dutta; Sandeep Repakula; Maulik Parmar; Abhinav Ravi (CoRR, 2021)

Seeing BDD100K in dark: Single-Stage Night-time Object Detection via Continual Fourier Contrastive Learning. - Ujjal Kr Dutta (CoRR, 2021)

A Tale of Color Variants: Representation and Self-Supervised Learning in Fashion E-commerce. - Ujjal Kr Dutta; Sandeep Repakula; Maulik Parmar; Abhinav Ravi (AAAI, 2022)

Fuse and Attend: Generalized Embedding Learning for Art and Sketches. - Ujjal Kr Dutta (ECCV Workshops (8), 2022)

Seeing Objects in Dark with Continual Contrastive Learning. - Ujjal Kr Dutta (ECCV Workshops (6), 2022)

Multispectral Satellite Data Classification using Soft Computing Approach. - Purbarag Pathak Choudhury; Ujjal Kr Dutta; Dhruba K. Bhattacharyya (CoRR, 2022)

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)

Neural Fields for Multimedia Applications (Part-1): Trends in Audio, Images and Videos. - Ujjal Kr Dutta; Anustup Choudhury; Lakshmi Priya Muraleedharan; Jian Liu 014; Guan-Ming Su (ICSM, 2024)

Neural Fields for Multimedia Applications (Part-2): Trends in Volumetric Videos and 3D Objects. - Lakshmi Priya Muraleedharan; Jian Liu 014; Ujjal Kr Dutta; Anustup Choudhury; Guan-Ming Su (ICSM, 2024)

DAF: Distillation, Augmentation and Filtering based Framework for Efficient Smartphone Human Activity Recognition. - Ujjal Kr Dutta; Guan-Ming Su (CVPR Workshops, 2025)

Hottel Zone Physics-Constrained Networks for Industrial Furnaces. - Ujjal Kr Dutta; Aldo Lipani; Chuan Wang; Yukun Hu (IEEE Access, 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, 2025)