Dipan K. Pal, Sreena Nallamothu and Marios Savvides,
Towards a Hypothesis on Visual Transformation based Self-Supervision, BMVC 2020
Ran Tao,
Dipan K. Pal and Marios Savvides, Weight Generation from Samples for Few Shot Learning
Dipan K. Pal, Akshay Chawla and Marios Savvides,
Learning Non-Parametric Invariances from Data with Permanent Random Connectomes, BMVC 2020, NeurIPS SVRHM 2019,
poster
Raied Aljadaany,
Dipan K. Pal and Marios Savvides,
Proximal Splitting Networks for Image Restoration, ICIAR 2019 (oral)
Raied Aljadaany,
Dipan K. Pal and Marios Savvides,
Douglas-Rachford Networks: Learning Both the Image Prior and Data Fidelity Terms for Blind Image Deconvolution, CVPR 2019,
poster
Dipan K. Pal and Marios Savvides,
Non-Parametric Transformation Networks for learning General Invariances from Data, AAAI 2019 (spotlight oral, overall acceptance rate of 16.2%),
poster
Dipan K. Pal*, Sekhar Bhagavatula*, Yutong Zheng, Ran Tao and Marios Savvides,
Is Pose Really Solved? A Frontalization Approach for Robust Off-Angle Face Matching, WACV 2019 (* indicates equal contribution)
Yutong Zheng,
Dipan K. Pal and Marios Savvides,
Ring loss: Convex Feature Normalization for Face Recognition, CVPR 2018,
poster
Dipan K. Pal and Marios Savvides,
Copernican loss: Learning a Discriminative Cosine Embedding
Dipan K. Pal and Marios Savvides,
How ConvNets model Non-linear Invariances, arXiv 2017
Dipan K. Pal, Ashwin A. Kannan*, Gautam Arakalgud* and Marios Savvides,
Max-margin Invariant Features: Unitary-Group Invariant Kernels from Transformed Unlabeled Data, NIPS 2017 (* indicates equal contribution),
poster
Dipan K. Pal, Vishnu N. Boddeti and Marios Savvides,
Emergence of Selective Invariance for Object Categorization through Adaptive Pooling, arXiv 2017
Dipan K. Pal and Marios Savvides,
Unitary-Group Invariant Kernels and Features from Transformed Unlabeled Data, arXiv 2016
Dipan K. Pal and Ole Mengshoel,
Stochastic CoSaMP: Randomizing Greedy Pursuit for Sparse Signal Recovery, ECML-PKDD, 2016.
Supplementary Material
Dipan K. Pal, Felix Juefei-Xu and Marios Savvides,
Discriminative Invariant Kernel Features: A Bells-and-Whistles-Free Approach to Unsupervised Face Recognition and Pose Estimation, CVPR 2016 (spotlight oral presentation),
poster
Felix Juefei-Xu,
Dipan K. Pal and Marios Savvides,
Hallucinating the Full Face from the Periocular Region via Dimensionally Weighted K-SVD, CVPRW Biometrics, 2014
Dipan K Pal, S. S. Tripathy, Viresh Ranjan, Avinash Das,
Robust Content Based Image Retrieval system using Hierarchical Temporal Memory, ICECT, 2012 (only paper proceedings published)
Dipan K Pal,
Evaluation of Gabor Filter enhanced Hierarchical Temporal Memories in image classification applications, IEEE ICCIC, 2011 (only paper proceedings published)
Dipan K Pal,
Biometric identification using Hierarchical Temporal Memory with face recognition as a case study, IEEE ICCIC, 2011 (only paper proceedings published)