Pravendra Singh | MAGIc@Bath Research Group

Rectification-Based Knowledge Retention for Task Incremental Learning

Mon, 01 Jan 2024 00:00:00 +0000

Add the full text or supplementary notes for the publication here using Markdown formatting.

Context extraction module for deep convolutional neural networks

Sat, 01 Jan 2022 00:00:00 +0000

Add the full text or supplementary notes for the publication here using Markdown formatting.

Fair Visual Recognition in Limited Data Regime using Self-Supervision and Self-Distillation

Sat, 01 Jan 2022 00:00:00 +0000

Add the full text or supplementary notes for the publication here using Markdown formatting.

AVGZSLNet: Audio-Visual Generalized Zero-Shot Learning by Reconstructing Label Features from Multi-Modal Embeddings

Fri, 01 Jan 2021 00:00:00 +0000

Add the full text or supplementary notes for the publication here using Markdown formatting.

Improving Few-Shot Learning using Composite Rotation based Auxiliary Task

Fri, 01 Jan 2021 00:00:00 +0000

Add the full text or supplementary notes for the publication here using Markdown formatting.

Knowledge Consolidation based Class Incremental Online Learning with Limited Data

Fri, 01 Jan 2021 00:00:00 +0000

Add the full text or supplementary notes for the publication here using Markdown formatting.

Rectification-Based Knowledge Retention for Continual Learning

Fri, 01 Jan 2021 00:00:00 +0000

Add the full text or supplementary notes for the publication here using Markdown formatting.

RNNP: A Robust Few-Shot Learning Approach

Fri, 01 Jan 2021 00:00:00 +0000

Add the full text or supplementary notes for the publication here using Markdown formatting.

A \"Network Pruning Network\" Approach to Deep Model Compression

Wed, 01 Jan 2020 00:00:00 +0000

Add the full text or supplementary notes for the publication here using Markdown formatting.

Acceleration of Deep Convolutional Neural Networks Using Adaptive Filter Pruning

Wed, 01 Jan 2020 00:00:00 +0000

Add the full text or supplementary notes for the publication here using Markdown formatting.

Accuracy Booster: Performance Boosting using Feature Map Re-calibration

Wed, 01 Jan 2020 00:00:00 +0000

Add the full text or supplementary notes for the publication here using Markdown formatting.

Cooperative Initialization based Deep Neural Network Training

Wed, 01 Jan 2020 00:00:00 +0000

Add the full text or supplementary notes for the publication here using Markdown formatting.

CPWC: Contextual Point Wise Convolution for Object Recognition

Wed, 01 Jan 2020 00:00:00 +0000

Add the full text or supplementary notes for the publication here using Markdown formatting.

EDS pooling layer

Wed, 01 Jan 2020 00:00:00 +0000

Add the full text or supplementary notes for the publication here using Markdown formatting.

FALF ConvNets: Fatuous auxiliary loss based filter-pruning for efficient deep CNNs

Wed, 01 Jan 2020 00:00:00 +0000

Add the full text or supplementary notes for the publication here using Markdown formatting.

GIFSL - grafting based improved few-shot learning

Wed, 01 Jan 2020 00:00:00 +0000

Add the full text or supplementary notes for the publication here using Markdown formatting.

Leveraging Filter Correlations for Deep Model Compression

Wed, 01 Jan 2020 00:00:00 +0000

Add the full text or supplementary notes for the publication here using Markdown formatting.

Minimizing Supervision in Multi-label Categorization

Wed, 01 Jan 2020 00:00:00 +0000

Add the full text or supplementary notes for the publication here using Markdown formatting.

Passive Batch Injection Training Technique: Boosting Network Performance by Injecting Mini-Batches from a different Data Distribution

Wed, 01 Jan 2020 00:00:00 +0000

Add the full text or supplementary notes for the publication here using Markdown formatting.

SkipConv: Skip Convolution for Computationally Efficient Deep CNNs

Wed, 01 Jan 2020 00:00:00 +0000

Add the full text or supplementary notes for the publication here using Markdown formatting.

HetConv: Heterogeneous Kernel-Based Convolutions for Deep CNNs

Tue, 01 Jan 2019 00:00:00 +0000

Add the full text or supplementary notes for the publication here using Markdown formatting.

Multi-Layer Pruning Framework for Compressing Single Shot MultiBox Detector

Tue, 01 Jan 2019 00:00:00 +0000

Add the full text or supplementary notes for the publication here using Markdown formatting.

Play and Prune: Adaptive Filter Pruning for Deep Model Compression

Tue, 01 Jan 2019 00:00:00 +0000

Add the full text or supplementary notes for the publication here using Markdown formatting.

Stability Based Filter Pruning for Accelerating Deep CNNs

Tue, 01 Jan 2019 00:00:00 +0000

Add the full text or supplementary notes for the publication here using Markdown formatting.