Collection of my paper reading notes and amateur paper reviews.
Around a variety of topics in Computer Vision.

A great guide in How to Read a Paper - S. Keshav 2016

Azmarie Wang

Paper ReviewAcoustic Voxels: Computational Optimization of Modular Acoustic Filters

November 29, 2020
Computational DesignFabrication
Acoustic Voxels: Computational Optimization of Modular Acoustic Filters

Reading Computational design and fabrication Paper

Paper ReviewGuided Exploration of Physically Valid Shapes for Furniture Design

November 29, 2020
Computational DesignFabrication
Guided Exploration of Physically Valid Shapes for Furniture Design

Reading Computational design and fabrication Paper

Paper ReviewPolyGen: An Autoregressive Generative Model of 3D Meshes

November 08, 2020
3DShape Generation
PolyGen: An Autoregressive Generative Model of 3D Meshes

Reading paper on 3D shape and 3D scene generation

Paper ReviewDeep Convolutional Priors for Indoor Scene Synthesis

November 08, 2020
3DShape Generation
Deep Convolutional Priors for Indoor Scene Synthesis

Reading paper on 3D shape and 3D scene generation

Paper ReviewCARLA: An Open Urban Driving Simulator

November 01, 2020
DatasetSimulation
CARLA: An Open Urban Driving Simulator

Reading paper on Simulation for AI

Paper ReviewAs-Rigid-As-Possible Shape Manipulation

October 25, 2020
Animation
As-Rigid-As-Possible Shape Manipulation

Reading paper on animation

Paper ReviewBuilding Rome in a Day

October 18, 2020
Reconstruction
Building Rome in a Day

Reading a Reconstruction paper

Paper ReviewA Practical Model for Subsurface Light Transport

October 11, 2020
Rendering
A Practical Model for Subsurface Light Transport

Reading a Rendering paper

Paper ReviewMesh R-CNN

October 04, 2020
Segmentation3D
Mesh R-CNN

Reading Mesh R-CNN

Paper ReviewPointNet: Deep Learning on Point Sets for 3D Classification and Segmentation

October 04, 2020
Segmentation3D
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation

Reading PointNet for 3D Classification and Segmentation

Paper ReviewMask R-CNN

September 27, 2020
Segmentation
Mask R-CNN

Reading an important paper in instance segmentation

Paper ReviewMulti-Scale Context Aggregation by Dilated Convolutions

September 20, 2020
Segmentation
Multi-Scale Context Aggregation by Dilated Convolutions

Reading an important paper in semantic segmentation

Paper ReviewImageNet: a Large-Scale Hierarchical Image Database

September 20, 2020
Dataset
ImageNet: a Large-Scale Hierarchical Image Database

Reading an important paper in computer vision research