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A collection of state-of-the-art video frame interpolation (VFI) methods.

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Video-Frame-Interpolation-Collections

A collection of state-of-the-art video frame interpolation (VFI) methods.
Contributors: Yihao Liu (liuyihao14@mails.ucas.ac.cn)
✨ Suggestions and collaborations are welcomed~

Paper List

Learning-based methods

2021

  • Revisiting Adaptive Convolutions for Video Frame Interpolation (WACV2021) [arXiv] [GitHub]
  • Dual-Stream Fusion Network for Spatiotemporal Video Super-Resolution (WACV2021) [arXiv] [supp] [GitHub]
  • Deep Animation Video Interpolation in the Wild (CVPR 2021) [paper] [supp] [GitHub]
  • CDFI: Compression-Driven Network Design for Frame Interpolation (CVPR 2021) [arXiv] [GitHub]
  • Multi-Level Adaptive Separable Convolution for Large-Motion Video Frame Interpolation (ICCV 2021) [paper]
  • Time Lens: Event-Based Video Frame Interpolation (CVPR 2021) [paper] [supp] [GitHub]

2020

  • RIFE: Real-Time Intermediate Flow Estimation for Video Frame Interpolation (arXiv2020) [arXiv] [GitHub]
  • Space-Time Video Super-Resolution Using Temporal Profiles (ACM MM2020) [paper]
  • Video Frame Interpolation without Temporal Priors (NeurIPS2020) [paper] [supp]
  • Enhanced Quadratic Video Interpolation (ECCVW2020, winner of AIM2020 VTSR Challenge) [arXiv] [GitHub]
  • BMBC:Bilateral Motion Estimation with Bilateral Cost Volume for Video Interpolation (ECCV2020) [arXiv] [GitHub]
  • All at Once: Temporally Adaptive Multi-Frame Interpolation with Advanced Motion Modeling (ECCV2020) [arXiv]
  • Softmax Splatting for Video Frame Interpolation (CVPR2020) [paper] [supp] [GitHub]
  • Zooming Slow-Mo: Fast and Accurate One-Stage Space-Time Video Super-Resolution (CVPR2020, joint VFI and SR) [paper] [supp] [GitHub]
  • AdaCoF: Adaptive Collaboration of Flows for Video Frame Interpolation (CVPR2020) [paper] [GitHub]
  • FeatureFlow: Robust Video Interpolation via Structure-to-Texture Generation (CVPR2020) [paper] [supp] [GitHub]
  • Blurry Video Frame Interpolation (CVPR2020) [paper] [GitHub]
  • Scene-Adaptive Video Frame Interpolation via Meta-Learning (CVPR2020) [paper] [supp] [GitHub]
  • FLAVR: Flow-Agnostic Video Representations for Fast Frame Interpolation (arXiv2020) [arXiv] [GitHub]
  • Channel Attention Is All You Need for Video Frame Interpolation (AAAI 2020) [paper] [GitHub]
  • FISR: Deep Joint Frame Interpolation and Super-Resolution with A Multi-scale Temporal Loss (AAAI 2020) [paper] [GitHub]

2019

2018

  • Context-Aware Synthesis for Video Frame Interpolation (CVPR2018) [paper]
  • Super SloMo: High Quality Estimation of Multiple Intermediate Frames for Video Interpolation (CVPR2018) [paper] [supp] [GitHub]
  • PhaseNet for Video Frame Interpolation (CVPR2018) [paper] [supp]

2017

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