Published Papers

Thesis:

Improvements in Learning Capacities of Convolutional Neural Networks
Bishshoy Das
PhD Thesis, Indian Institute of Technology Delhi, 2023

AD-Relight: Training-Free Banner Relighting via Illumination Translation with Diffusion Priors
Rameshwar Mishra, Bishshoy Das, A. V. Subramanyam, Guan-Ming Su
IEEE International Conference on Multimedia and Expo Workshops (ICME-W)

On Characterizing the Evolution of Embedding Space of Neural Networks using Algebraic Topology
Suryaka Suresh, Bishshoy Das, Vinayak Abrol, Sumantra Dutta Roy
Pattern Recognition Letters (PRL)

Feature Independent Filter Pruning by Successive Layers Analysis
Milton Mondal, Bishshoy Das, Brejesh Lall, Pushpendra Singh, Sumantra Dutta Roy, Shiv Dutt Joshi
Computer Vision and Image Understanding (CVIU)
Edge-Aware Image Super-Resolution Using a Generative Adversarial Network
Bishshoy Das, Sumantra Dutta Roy
SN Computer Science (SNCS)
Multi-band Convolutional Neural Network for Efficient Utilization of Model Parameters
Milton Mondal, Bishshoy Das, Brejesh Lall, Pushpendra Singh, Sumantra Dutta Roy, Shiv Dutt Joshi
International Conference on Computer, Electronics & Electrical Engineering and Their Applications (IC2E3)
Altering Backward Pass Gradients improves Convergence
Bishshoy Das, Milton Mondal, Brejesh Lall, Shiv Dutt Joshi, Sumantra Dutta Roy
International Conference on Software Engineering and Knowledge Engineering (SEKE)

Adaptive CNN Filter Pruning Using Global Importance Metric
Milton Mondal, Bishshoy Das, Sumantra Dutta Roy, Pushpendra Singh, Brejesh Lall, Shiv Dutt Joshi
Computer Vision and Image Understanding (CVIU)
Knowledge Diversification in Ensembles of Identical Neural Networks.
Bishshoy Das, Sumantra Dutta Roy
British Machine Vision Conference (BMVC)

Softmax Gradient Tampering: Decoupling the Backward Pass for Improved Fitting
Bishshoy Das, Milton Mondal, Brejesh Lall, Shiv Dutt Joshi, Sumantra Dutta Roy
arXiv preprint

Graph-Based Depth Estimation in a Monocular Image Using Constrained 3D Wireframe Models
Bishshoy Das, H. Pallab Jyoti Dutta, Manas Kamal Bhuyan
International Conference on Computer Vision and Image Processing (CVIP)