23 citations · 102 across the 34 of their papers we have counts for
4 papers · 1 filter
CLAWS: Contrastive Learning with hard Attention and Weak Supervision
Jansel Herrera-Gerena, Ramakrishnan Sundareswaran, John Just +2
Learning effective visual representations without human supervision is a long-standing problem in computer vision. Recent advances in self-supervised learning algorithms have utili…
Topology-Aware Network Pruning using Multi-stage Graph Embedding and Reinforcement Learning
Sixing Yu, Arya Mazaheri, Ali Jannesari
Model compression is an essential technique for deploying deep neural networks (DNNs) on power and memory-constrained resources. However, existing model-compression methods often r…
Auto Graph Encoder-Decoder for Neural Network Pruning
Sixing Yu, Arya Mazaheri, Ali Jannesari
Model compression aims to deploy deep neural networks (DNN) on mobile devices with limited computing and storage resources. However, most of the existing model compression methods…
Efficient Object Detection Model for Real-Time UAV Applications
Subrahmanyam Vaddi, Chandan Kumar, Ali Jannesari
Unmanned Aerial Vehicles (UAVs) especially drones, equipped with vision techniques have become very popular in recent years, with their extensive use in wide range of applications.…