Popular GitHub Repositories for Gsoc 2018

A machine learning-based video super resolution and frame interpolation framework. Est. Hack the Valley II, 2018.

Google AI 2018 BERT pytorch implementation

Learning to See in the Dark. CVPR 2018

StarGAN - Official PyTorch Implementation (CVPR 2018)

3D ResNets for Action Recognition (CVPR 2018)

DeepFill v1/v2 with Contextual Attention and Gated Convolution, CVPR 2018, and ICCV 2019 Oral

GANimation: Anatomically-aware Facial Animation from a Single Image (ECCV'18 Oral) [PyTorch]

A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation

PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume, CVPR 2018 (Oral)

Single-Shot Refinement Neural Network for Object Detection, CVPR, 2018

PointCNN: Convolution On X-Transformed Points (NeurIPS 2018)

Code for the Lovász-Softmax loss (CVPR 2018)

CREPE: A Convolutional REpresentation for Pitch Estimation -- pre-trained model (ICASSP 2018)

A framework for using LSTMs to detect anomalies in multivariate time series data. Includes spacecraft anomaly data and experiments from the Mars Science Laboratory and SMAP missions.

YEDDA: A Lightweight Collaborative Text Span Annotation Tool. Code for ACL 2018 Best Demo Paper Nomination.

Seminars DeepBayes Summer School 2018

A Light CNN for Deep Face Representation with Noisy Labels, TIFS 2018

Generate your own cartoon-style images with CartoonGAN (CVPR 2018), powered by TensorFlow 2.0 Alpha.

Gibson Environments: Real-World Perception for Embodied Agents

Source code for end-to-end dialogue model from the MultiWOZ paper (Budzianowski et al. 2018, EMNLP)