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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