Research

On Dual Domain Sequential Learning

Omkar Gune, Biplab Banerjee, and Subhasis Chaudhuri

21 February 2023

 [Paper]

Deep Learning-based Raster Digitization Engine 

Atul Laxman Katole, Purnaprajna Mangsuli, Omkar Gune, Mohd Saood Shakeel, Abhiman Neelakanteswara, and Aria Abubakar 

IMAGE 2022, Houston, USA

[Paper]

Generalized Zero-Shot Learning using Generated Proxy Unseen Samples and Entropy Separation

Omkar Gune, Biplab Banerjee, Subhasis Chaudhuri, and Fabio Cuzzolin

 ACM Multimedia 2020, Seattle, USA.

[Paper] [PPT]

Generative Model-driven Structure Aligning Discriminative Embeddings for Transductive Zero-shot Learning

Omkar Gune, Mainak Pal, Preeti Mukherjee, Biplab Banerjee, and Subhasis Chaudhuri

[Paper]

Generalized Zero-shot Learning using Open Set Recognition 

Omkar Gune, Amit More, Biplab Banerjee, and Subhasis Chaudhuri

BMVC 2019, Cardiff, UK 

[Paper] [Supplementery] [Poster] [Code]

Zero-shot Learning using Graph Regularized Latent Discriminative Cross-domain Triplets

Omkar Gune, Meet Vora, Biplab Banerjee, and Subhasis Chaudhuri

ACM ICVGIP 2018, Hyderabad, India

[Pape] [PPT]

Structure Aligning Discriminative Latent Embedding for Zero-Shot Learning 

Omkar Gune, Biplab Banerjee, and Subhasis Chaudhuri,

BMVC 2018, Newcastle upon Tyne, UK 

[Paper] [Poster] [Code]

Construction of 4-band Linear-phase Orthogonal Perfect-reconstruction Filter Banks using Iterative Eigenfilter Method

Prasad Chaphekar, Omkar Gune, and Vikram Gadre

International Conference on Signal Processing and Communications (SPCOM), 2012, Bangalore, India

[Paper]