Critical Analysis Essays

A repository for storing some of the critical analyses for papers I have read.

Face Clustering

• Effective and Generalizable Graph-Based Clustering for Faces in the Wild
• Clustering Millions of Faces By Identity
• Face Clustering - Representation And Pairwise Constraints
• Chinese Whispers - An Efficient Graph Clustering Algorithm

Neural Networks

• Deep learning
• Learning internal representations by error propagation
• A fast learning algorithm for deep belief nets
• Deep sparse rectifier neural networks
• Dropout: a Simple Way to Prevent Neural Networks from Overfitting
• Adam: A Method for Stochastic Optimization
• ImageNet Classification with Deep Convolutional Neural Networks
• Very Deep Convolutional Networks for Large-scale Image Recognition
• A Critical Review of Recurrent Neural Networks for Sequence Learning
• LSTM A Search Space Odyssey

Parking Lot Segmentation Literature

• Unsupervised Recognition of Parking Lot Areas
• A Vehicle Parking Detection Method Using Image Segmentation
• A method of Parking space detection based on image segmentation and LBP
• A Bayesian Hierarchical Detection Framework for Parking Space Detection
• Extracting Parking Lot Structures from Aerial Photographs
• A Transfer Learning approach to parking lot
• Parking Lot Analysis and Visualization from Aerial Images
• A Method for Camera Vision Based Parking Spot Detection
• Extraction of Parking Lot Structure From Aerial Image In Urban Areas
• Self Supervised Aerial Image Analysis for Extracting Parking Lot Structure

OCR

• CUTIE: Learning to Understand Documents

Quantum Computation

• Plenty of room at the bottom
• Logical reversibility of computation
• Quantum mechanical computers
• The Physical Implementation of Quantum Computation
• Information, physics, quantum: The search for links
• A single quantum cannot be cloned
• Quantum theory, the church–turing principle and the universal quantum computer
• Machines, logic and quantum physics