Convolutional Block Design for Learned Fractional Downsampling May 20, 2021 SSIM Video Compression
— Unverified 0FVC: A New Framework towards Deep Video Compression in Feature Space May 20, 2021 Motion Compensation Motion Estimation
Code Code Available 1A Practical Approach for Rate-Distortion-Perception Analysis in Learned Image Compression Apr 30, 2021 Image Compression Video Compression
— Unverified 0ELF-VC: Efficient Learned Flexible-Rate Video Coding Apr 29, 2021 Computational Efficiency GPU
— Unverified 0Conditional Coding for Flexible Learned Video Compression Apr 16, 2021 Image Compression Video Compression
— Unverified 0Spatiotemporal Entropy Model is All You Need for Learned Video Compression Apr 13, 2021 All Image Compression
Code Code Available 1Multi-Density Attention Network for Loop Filtering in Video Compression Apr 8, 2021 Video Compression
— Unverified 0Efficient Video Compression via Content-Adaptive Super-Resolution Apr 6, 2021 GPU Super-Resolution
Code Code Available 1Joint Optimization for SSIM-Based CTU-Level Bit Allocation and Rate Distortion Optimization Apr 1, 2021 Image Quality Assessment SSIM
Code Code Available 0Lossless compression with state space models using bits back coding Mar 18, 2021 State Space Models Time Series
Code Code Available 0SCALE SPACE FLOW WITH AUTOREGRESSIVE PRIORS Mar 4, 2021 Dimensionality Reduction Open-Ended Question Answering
— Unverified 0Texture-aware Video Frame Interpolation Feb 26, 2021 Texture Classification Video Compression
— Unverified 0Just Noticeable Difference for Deep Machine Vision Feb 16, 2021 image-classification Image Classification
— Unverified 0B-DRRN: A Block Information Constrained Deep Recursive Residual Network for Video Compression Artifacts Reduction Jan 22, 2021 Video Compression
Code Code Available 0Video Question Answering Using Language-Guided Deep Compressed-Domain Video Feature Jan 1, 2021 Question Answering Video Compression
— Unverified 0Online-Trained Upsampler for Deep Low Complexity Video Compression Jan 1, 2021 8k Decoder
— Unverified 0Parallelized Rate-Distortion Optimized Quantization Using Deep Learning Dec 11, 2020 Deep Learning Quantization
— Unverified 0Decomposition, Compression, and Synthesis (DCS)-based Video Coding: A Neural Exploration via Resolution-Adaptive Learning Dec 1, 2020 Motion Compensation Super-Resolution
— Unverified 0Ultra-low bitrate video conferencing using deep image animation Dec 1, 2020 Decoder Image Animation
Code Code Available 0Generative Video Compression as Hierarchical Variational Inference Nov 23, 2020 Density Estimation Variational Inference
— Unverified 0CVEGAN: A Perceptually-inspired GAN for Compressed Video Enhancement Nov 18, 2020 Generative Adversarial Network Video Compression
Code Code Available 0CompressAI: a PyTorch library and evaluation platform for end-to-end compression research Nov 5, 2020 Image Compression MS-SSIM
Code Code Available 1Hierarchical Autoregressive Modeling for Neural Video Compression Oct 19, 2020 Density Estimation Video Compression
Code Code Available 1Light Field Compression by Residual CNN Assisted JPEG Sep 30, 2020 Depth Estimation SSIM
Code Code Available 0Learning to Compress Videos without Computing Motion Sep 29, 2020 Motion Estimation MS-SSIM
Code Code Available 0Lossless White Balance For Improved Lossless CFA Image and Video Compression Sep 19, 2020 Video Compression
— Unverified 0Video Compression with CNN-based Post Processing Sep 16, 2020 Video Compression
— Unverified 0Improving Deep Video Compression by Resolution-adaptive Flow Coding Sep 13, 2020 Optical Flow Estimation Video Compression
— Unverified 0Inpainting-based Video Compression in FullHD Aug 24, 2020 CPU Video Compression
— Unverified 0Conditional Entropy Coding for Efficient Video Compression Aug 20, 2020 MS-SSIM SSIM
— Unverified 0A Technical Overview of AV1 Aug 13, 2020 Video Compression
— Unverified 0End-to-End Rate-Distortion Optimization for Bi-Directional Learned Video Compression Aug 11, 2020 Motion Estimation Quantization
— Unverified 0Deep Multi-modality Soft-decoding of Very Low Bit-rate Face Videos Aug 2, 2020 Quantization Video Compression
— Unverified 0High-quality Single-model Deep Video Compression with Frame-Conv3D and Multi-frame Differential Modulation Aug 1, 2020 Quantization Video Compression
— Unverified 0Video compression with low complexity CNN-based spatial resolution adaptation Jul 29, 2020 Decoder Super-Resolution
— Unverified 0On the Impact of Lossy Image and Video Compression on the Performance of Deep Convolutional Neural Network Architectures Jul 28, 2020 Action Recognition Decoder
— Unverified 0Efficient Adaptation of Neural Network Filter for Video Compression Jul 28, 2020 Video Compression
— Unverified 0Using modern motion estimation algorithms in existing video codecs Jul 23, 2020 Motion Estimation Video Compression
— Unverified 0MFRNet: A New CNN Architecture for Post-Processing and In-loop Filtering Jul 14, 2020 Video Compression
— Unverified 0Neural Video Coding using Multiscale Motion Compensation and Spatiotemporal Context Model Jul 9, 2020 Motion Compensation MS-SSIM
— Unverified 0ModeNet: Mode Selection Network For Learned Video Coding Jul 6, 2020 Image Compression Video Compression
— Unverified 0OpenDVC: An Open Source Implementation of the DVC Video Compression Method Jun 29, 2020 MS-SSIM SSIM
Code Code Available 1Learning for Video Compression with Recurrent Auto-Encoder and Recurrent Probability Model Jun 24, 2020 Decoder MS-SSIM
Code Code Available 1Wireless 3D Point Cloud Delivery Using Deep Graph Neural Networks Jun 17, 2020 3D Reconstruction Graph Neural Network
— Unverified 0Hyper RPCA: Joint Maximum Correntropy Criterion and Laplacian Scale Mixture Modeling On-the-Fly for Moving Object Detection Jun 14, 2020 Moving Object Detection Object
— Unverified 0"Notic My Speech" -- Blending Speech Patterns With Multimedia Jun 12, 2020 speech-recognition Speech Recognition
— Unverified 0Interpreting CNN for Low Complexity Learned Sub-pixel Motion Compensation in Video Coding Jun 11, 2020 Motion Compensation Video Compression
Code Code Available 1DAVD-Net: Deep Audio-Aided Video Decompression of Talking Heads Jun 1, 2020 Video Compression Video Reconstruction
— Unverified 0Scale-Space Flow for End-to-End Optimized Video Compression Jun 1, 2020 Image Compression Motion Compensation
— Unverified 0End-to-end Optimized Video Compression with MV-Residual Prediction May 26, 2020 MS-SSIM SSIM
— Unverified 0