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learned-video-compression's Introduction

Learned Video Compression

  • Structure-Preserving Motion Estimation for Learned Video Compression (MM2022) pdf
  • AlphaVC: High-Performance and Efficient Learned Video Compression (ECCV2022) pdf
  • Coarse-to-fine Deep Video Coding with Hyperprior-guided Mode Prediction (CVPR2022) pdf
  • FVC: An End-to-End Framework towards Deep Video Compression in Feature Space (TPAMI2022)pdf
  • Hybrid Spatial-Temporal Entropy Modelling for Neural Video Compression (MM2022) pdf
  • End-to-End Rate-Distortion Optimized Learned Hierarchical Bi-Directional Video Compression (TIP2021) pdf
  • Deep Video Coding with Dual-Path Generative Adversarial Network pdf
  • Perceptual Learned Video Compression with Recurrent Conditional GAN pdf
  • Instance-Adaptive Video Compression: Improving Neural Codecs by Training on the Test Set (Submitted to ICLR2022) pdf
  • Temporal Context Mining for Learned Video Compression pdf
  • Neural Video Coding Using Multiscale Motion Compensation and Spatiotemporal Context Model (TCSVT2021) pdf
  • Uncertainty-Aware Deep Video Compression with Ensembles (Submitted to ICLR2022) pdf
  • Online-trained Upsampler for Deep Low Complexity Video Compression (ICCV2021) pdf
  • Efficient Video Compression via Content-Adaptive Super-Resolution (ICCV2021) pdf
  • Extending Neural P-Frame Codecs for B-Frame Coding (ICCV2021) pdf
  • Self-Conditioned Probabilistic Learning of Video Rescaling (ICCV2021) pdf
  • DVC-P: Deep Video Compression with Perceptual Optimizations pdf
  • Insights from Generative Modeling for Neural Video Compression pdf
  • Conditional Coding for Flexible Learned Video Compression (ICLRW2021) pdf
  • Scale Space Flow With Autoregressive Priors (ICLRW2021) pdf
  • Conditional Coding and Variable Bitrate for Practical Learned Video Coding (CVPRW2021) pdf
  • FVC: A New Framework Towards Deep Video Compression in Feature Space (CVPR2021) pdf
  • Deep Learning in Latent Space for Video Prediction and Compression (CVPR2021) pdf
  • Deep Perceptual Preprocessing for Video Coding (CVPR2021) pdf
  • Deep Contextual Video Compression (NeurIPS2021) pdf
  • Versatile Learned Video Compression (Submitted to NeurIPS2021) pdf
  • Towards Generative Video Compression (Submitted to NeurIPS2021) pdf
  • 3D Tensor Auto-encoder with Application to Video Compression (ACM TOMM2021) pdf
  • Spatiotemporal Entropy Model is All You Need for Learned Video Compression pdf
  • Transform Network Architectures for Deep Learning based End-to-End Image/Video Coding in Subsampled Color Spaces (OJCAS2021) pdf
  • Hierarchical Autoregressive Modeling for Neural Video Compression (ICLR2021) pdf
  • Modulated Variable-Rate Deep Video Compression (DCC2021) pdf
  • ELF-VC: Efficient Learned Flexible-Rate Video Coding (Submitted to ICCV2021) pdf
  • Generative Video Compression as Hierarchical Variational Inference (AABI2021) pdf
  • Deep Video Compression for Interframe Coding (ICIP2021) pdf
  • Learned Video Compression with Residual Prediction and Loop Filter pdf
  • End-to-end Neural Video Coding Using a Compound Spatiotemporal Representation pdf
  • MOVI-Codec: Deep Video Compression without Motion (PCS2021) pdf
  • Learning for video Compression with Hierarchical Quality and Recurrent Enhancement (CVPR2020) pdf
  • Scale-Space Flow for End-to-End Optimized Video Compression (CVPR2020) pdf
  • M-LVC: Multiple Frames Prediction for Learned Video Compression (CVPR2020) pdf
  • Improving Deep Video Compression by Resolution-Adaptive Flow Coding (ECCV2020) pdf
  • Content Adaptive and Error Propagation Aware Deep Video Compression (ECCV2020) pdf
  • Learned Video Compression via Joint Spatial-Temporal Correlation Exploration (AAAI2020) pdf
  • End-to-End Learning for Video Frame Compression with Self-Attention (CVPRW2020) pdf
  • Neural Rate Control for Video Encoding using Imitation Learning pdf
  • ModeNet: Mode Selection Network For Learned Video Coding (ICIP2020) pdf
  • Learned Video Compression with Feature-level Residuals (CVPRW2020) pdf
  • Adversarial Distortion for Learned Video Compression (CVPRW2020) pdf
  • End-to-end Optimized Video Compression with MV-Residual Prediction (CVPRW2020) pdf
  • Deep Predictive Video Compression Using Mode-Selective Uni-and Bi-Directional Predictions Based on Multi-Frame Hypothesis (ACCESS2020) pdf
  • Memorize, Then Recall: A Generative Framework for Low Bit-Rate Surveillance Video Compression (ISCAS2020) pdf
  • Optical Flow and Mode Selection for Learning-based Video Coding (MMSP2020) pdf
  • Feedback Recurrent Autoencoder for Video Compression (ACCV2020) pdf
  • Learning for Video Compression with Recurrent Auto-Encoder and Recurrent Probability Model (JSTSP2020) pdf
  • End-to-End Rate-Distortion Optimization for Bi-Directional Learned Video Compression (ICIP2020) pdf
  • End-to-end Learning of Video Compression using Spatio-Temporal Autoencoders (SiPSW2020) pdf
  • Deep Generative Video Compression with Temporal Autoregressive Transforms (ICMLW2020) pdf
  • Learning to Compress Videos without Computing Motion pdf
  • Deep Probablistic Video Compression (Submitted to ICLR2019) pdf
  • Deep Generative Video Compression (NeurIPS2019) pdf
  • Learned Video Compression (ICCV2019) pdf
  • Neural Inter-Frame Compression for Video Coding (ICCV2019) pdf
  • Video Compression With Rate-Distortion Autoencoders (ICCV2019) pdf
  • DVC: An End-to-end Deep Video Compression Framework (CVPR2019) pdf (TPAMI2020) pdf
  • Learning Image and Video Compression through Spatial-Temporal Energy Compaction (CVPR2019) pdf
  • Deep predictive video compression with bi-directional prediction pdf
  • Neural video compression using spatio-temporal priors pdf
  • Learning for video compression (TCSVT2019) pdf
  • Deep Frame Prediction for Video Coding (TCSVT2019) pdf
  • Video Compression through Image Interpolation (ECCV2018) pdf
  • DeepCoder: A Deep Neural Network based Video Compression (VCIP2017) pdf

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