Archive

2020  20

November  8

Acoustic Voxels: Computational Optimization of Modular Acoustic Filters

November 30, 2020 · 5 min · Kumar Abhishek

Guided Exploration of Physically Valid Shapes for Furniture Design

November 30, 2020 · 5 min · Kumar Abhishek

Hierarchical Edge Bundles: Visualization of Adjacency Relations in Hierarchical Data

November 23, 2020 · 4 min · Kumar Abhishek

Polaris: A System for Query, Analysis, and Visualization of Multidimensional Relational Databases

November 23, 2020 · 4 min · Kumar Abhishek

Deep Convolutional Priors for Indoor Scene Synthesis

November 9, 2020 · 5 min · Kumar Abhishek

PolyGen: An Autoregressive Generative Model of 3D Meshes

November 9, 2020 · 5 min · Kumar Abhishek

CARLA: An Open Urban Driving Simulator

November 2, 2020 · 5 min · Kumar Abhishek

Vision-and-Language Navigation: Interpreting Visually-Grounded Navigation Instructions in Real Environments

November 2, 2020 · 4 min · Kumar Abhishek

October  8

As-Rigid-As-Possible Shape Manipulation

October 26, 2020 · 5 min · Kumar Abhishek

DeepMimic: Example-Guided Deep Reinforcement Learning of Physics-Based Character Skills

October 26, 2020 · 5 min · Kumar Abhishek

Building Rome in A Day

October 19, 2020 · 5 min · Kumar Abhishek

KinectFusion: Real-Time Dense Surface Mapping and Tracking

October 19, 2020 · 4 min · Kumar Abhishek

A Practical Model for Subsurface Light Transport

October 12, 2020 · 5 min · Kumar Abhishek

Interactive Reconstruction of Monte Carlo Image Sequences using a Recurrent Denoising Autoencoder

October 12, 2020 · 4 min · Kumar Abhishek

Mesh R-CNN

October 5, 2020 · 5 min · Kumar Abhishek

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

October 5, 2020 · 5 min · Kumar Abhishek

September  4

Mask R-CNN

September 28, 2020 · 4 min · Kumar Abhishek

RAFT: Recurrent All-Pairs Field Transforms for Optical Flow

September 28, 2020 · 4 min · Kumar Abhishek

ImageNet: A Large-Scale Hierarchical Image Database

September 21, 2020 · 4 min · Kumar Abhishek

Multi-Scale Context Aggregation By Dilated Convolutions

September 21, 2020 · 3 min · Kumar Abhishek

2019  1

June  1

Augmenting Data by Learning Spatial and Appearance Transformations

June 20, 2019 · 1 min · Kumar Abhishek

2018  26

November  11

Deep NNs for Segmentation

November 28, 2018 · 0 min · Kumar Abhishek

GAN-based Synthetic Medical Image Augmentation

November 21, 2018 · 3 min · Kumar Abhishek

U-Net: Convolutional Networks for Biomedical Image Segmentation

November 21, 2018 · 3 min · Kumar Abhishek

Architectures, Datasets, and Transfer Learning for CNN-based CAD

November 21, 2018 · 3 min · Kumar Abhishek

Learning Active Learning from Data

November 18, 2018 · 1 min · Kumar Abhishek

CNNs for Brain Tumor Segmentation in MRI Scans (BraTS)

November 14, 2018 · 3 min · Kumar Abhishek

Reinforcement Learning for Landmark Detection in 3D CT Volumes

November 14, 2018 · 3 min · Kumar Abhishek

Unsupervised Learning for Deformable Registration

November 14, 2018 · 3 min · Kumar Abhishek

Achieving Dermatologist-level Classification Performance of Skin Lesion Images

November 7, 2018 · 3 min · Kumar Abhishek

Feature Representation and Multi-modal Fusion using Deep Boltzmann Machine

November 7, 2018 · 3 min · Kumar Abhishek

V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation

November 7, 2018 · 3 min · Kumar Abhishek

October  15

Matching with Shape Contexts

October 31, 2018 · 3 min · Kumar Abhishek

Robust Point Set Registration Using Gaussian Mixture Models

October 31, 2018 · 3 min · Kumar Abhishek

Shape Registration Using Information Theory and Free Form Deformations

October 31, 2018 · 3 min · Kumar Abhishek

Medical Image Registration Using Mutual Information

October 24, 2018 · 2 min · Kumar Abhishek

Non-rigid Image Registration Using Graph-cuts

October 24, 2018 · 3 min · Kumar Abhishek

Nonrigid Registration Using Free-Form Deformations

October 24, 2018 · 3 min · Kumar Abhishek

A Minimum Description Length Approach to Statistical Shape Modeling

October 17, 2018 · 3 min · Kumar Abhishek

Active Shape Models

October 17, 2018 · 3 min · Kumar Abhishek

Multiscale Vessel Enhancement Filtering

October 17, 2018 · 3 min · Kumar Abhishek

Graph Cuts for Image Segmentation

October 10, 2018 · 4 min · Kumar Abhishek

Interactive Live-Wire Boundary Extraction

October 10, 2018 · 4 min · Kumar Abhishek

Random Walks for Image Segmentation

October 10, 2018 · 4 min · Kumar Abhishek

Active Contours Without Edges

October 3, 2018 · 4 min · Kumar Abhishek

Snakes: Active Contour Models

October 3, 2018 · 4 min · Kumar Abhishek

Stochastic Active Contour Scheme (STACS) for Image Segmentation

October 3, 2018 · 3 min · Kumar Abhishek