Karan's Blog

Image Classification Networks

Review of latest Imagenet Classfication papers.

Unsupervised Domain Adaptation

Unsupervised domain adaptation can be easily extended to semi supervised / supervised approaches.

Graph Neural Networks (Defintions)

Different definitions of Graph Neural Networks

Graph Neural Networks

Recent Vision application papers of Graph Neural Networks

MIT Saliency Benchmark

MIT Saliency Benchmark Leaderboard - Papers

Importance Sampling

Importance sampling focuses the computation to informative/important samples

Predictive Coding

Review of PredNet and CortexNet papers

Cost Sensitive CNN

Beyond CrossEntropy Loss

Balancing Specificity and Sensitivity in Medical Image Classification