cv

Joint Deep Learning of Facial Expression Synthesis and Recognition. arxiv
U-GAT-IT: Unsupervised Generative Attentional Networks with Adaptive Layer-Instance Normalization for Image-to-Image Translation. arxiv code ⭐

Contrastive Learning

A Simple Framework for Contrastive Learning of Visual Representations. arxiv

Object Detect

YOLOv4: Optimal Speed and Accuracy of Object Detection. arxiv code

Video

Adversarial Distortion for Learned Video Compression. arxiv
A Review on Deep Learning Techniques for Video Prediction. arxiv
FineGym: A Hierarchical Video Dataset for Fine-grained Action Understanding. arxiv
Labelling unlabelled videos from scratch with multi-modal self-supervision. arxiv
Multi-modal Self-Supervision from Generalized Data Transformations. arxiv
Unsupervised Multimodal Video-to-Video Translation via Self-Supervised Learning. arxiv