aPaperADay
27 Revisiting ResNets
This paper takes a look at revisiting ResNets with improved training and regularization techniques.
2021-07-06
26 SimCLRv2
This is the second paper by Google Brain using Semi-supervised learning for vision tasks.
2021-07-05
25 SimCLR, Contrastive Learning
A simple framework for a contrastive learning of visual representations.
2021-07-03
24 Task Aware Representation of Sentences
This paper frames a general formulation of BERT into a Binary classification task so that a general model can be applied across domains with low and zero shot learning.
2021-06-29
23 Using Analog MRAM-based Neurons and Synapses
Magnetoresistive random-access memory (MRAM) devices are being researched to see their suitability to replace digital processors for machine learning workloads in orders of magnitudes lower power.
2021-06-22
22 Machine Learning for Electronic Design Automation: A Survey
Every important division of machine learning, whether it be supervised learning, unsupervised learning, active learning, and reinforcement learning has been applied to Electronic Design Automation (EDA).
2021-06-11
21 mRMR
that is, minimum-Redundancy, Max-Dependency
2021-05-27
20 Value Prediction Networks
I'm working on a project using MuZero architecture, and it references this paper as the basis of MuZero.
2021-05-25
19 Skip-Gram - Pictures and Method
Let's dive into the images looking at ways to understand the Skip-Gram Model.
2021-05-22
19 Skip-Gram - Starting on the abstract
The first post on the Skip-Gram paper looks into understanding the abstract from the beginning and reviewing the images for clues.
2021-05-14