It is a collection of Master's Dissertations submitted in fulfillment of the courses awarded by the Indian Statistical Institute in the subject areas of Statistics, Mathematics, Computer Science, Quantitative Economics, Cryptography, Library & Information Science, Statistical Quality Control and Operations Research.
Theses/Dissertations from 2021
An Efficient Preprocessing Module for Incidental Scene Text Recognition., Anjan Giri
Generation of Texture: A Case Study with Steel Microstructure Images., Soumee Guha
Supervised Estimation of Dense Optical Flow., Rishabh Gupta
Video Summarization Using Neural Networks., Manish Kumar
Acyclicity Tests in Classes of Dense Digraphs in Streaming Model., Madhumita Kundu
Neural Machine Translation for Indian Sign Language., Sushant Sharad Moon
Efficient Automatic Optimization of Neural Network Architecture., Harsharaj Pathak
Making a Neural Network Learn to Say Don't Know., Laltu Roy
Efficient Learning of GAN., Arnab Saha
Part 1. An Explainer for Information Retrieval Research. Part 2. Open Domain Complex Question Answering., Sourav Saha
Finding A Possible Solution for Shape From Shading Problem Using A Deep Learning Architecture., Soumyajit Sarkar
Online Relay Switching in the Presence of Dynamic Obstacles in Millimeter Wave D2D Communication., Ravi Shukla
Enhancing Speed of Gaussian Processes., Sanchari Sil
Natural Language to Structured Query., Soumya Sirkhel
Aspect Based Sentiment Analysis in Text Reviews., Yashaswi Tripathi
The Study of Rainbow Coloring of Graphs and Graph Coloring in Streaming., Anannya Upasana
Theses/Dissertations from 2020
Algorithms for Boundary Labeling of Horizontal Line Segments., Abhilash Kurmi
Using Eye-Gaze to Evaluate Neural Attention, Shahansha Salim
Theses/Dissertations from 2019
Neural Learning: Can we Make it a Little More Bio-Inspired!, Ambar Bandyopadhyay
Unambiguous Quantum State Discrimination., Aryasomayajula V.S.D. Bharadwaj
Improved SIMD Implementation of Poly1305., Sreyosi Bhattacharyya
Domain Adaptation by Preserving Topology., Debajyoti Bhowmik
Severity Gradation of Psoriatic Plaques using Ensemble of Deep Convolutional Neural Networks., Sayan Chatterjee
Inverse Free HCTR: A Length Preserving Tweakable Enciphering Mode., Mohammad Chharchhodawala
Word Embedding Based Query Expansion., Amritap Chowdhury