Neural Residual Flow Fields for Efficient Video Representations Jan 12, 2022 Video Compression
Code Code Available 1Learning Cross-Scale Weighted Prediction for Efficient Neural Video Compression Dec 26, 2021 Motion Compensation Optical Flow Estimation
Code Code Available 1End-to-End Rate-Distortion Optimized Learned Hierarchical Bi-Directional Video Compression Dec 17, 2021 Motion Estimation MS-SSIM
Code Code Available 1NeRV: Neural Representations for Videos Oct 26, 2021 Denoising Neural Network Compression
Code Code Available 1Deep Contextual Video Compression Sep 30, 2021 Decoder Video Compression
Code Code Available 1Transformer-based Transform Coding Sep 29, 2021 Computational Efficiency Data Compression
Code Code Available 1DVC-P: Deep Video Compression with Perceptual Optimizations Sep 22, 2021 Video Compression
Code Code Available 1Perceptual Learned Video Compression with Recurrent Conditional GAN Sep 7, 2021 Video Compression
Code Code Available 1Learned Video Compression with Residual Prediction and Loop Filter Aug 19, 2021 Motion Compensation Prediction
Code Code Available 1Self-Conditioned Probabilistic Learning of Video Rescaling Jul 24, 2021 Super-Resolution Video Compression
Code Code Available 1Txt2Vid: Ultra-Low Bitrate Compression of Talking-Head Videos via Text Jun 26, 2021 Talking Face Generation Talking Head Generation
Code Code Available 1Deep Learning in Latent Space for Video Prediction and Compression Jun 19, 2021 Anomaly Detection Deep Learning
Code Code Available 1Improved CNN-based Learning of Interpolation Filters for Low-Complexity Inter Prediction in Video Coding Jun 16, 2021 Explainable Models Motion Compensation
Code Code Available 1DFPN: Deformable Frame Prediction Network May 26, 2021 Prediction Video Compression
Code Code Available 1FVC: A New Framework towards Deep Video Compression in Feature Space May 20, 2021 Motion Compensation Motion Estimation
Code Code Available 1Spatiotemporal Entropy Model is All You Need for Learned Video Compression Apr 13, 2021 All Image Compression
Code Code Available 1Efficient Video Compression via Content-Adaptive Super-Resolution Apr 6, 2021 GPU Super-Resolution
Code Code Available 1CompressAI: 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 1OpenDVC: 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 1Interpreting CNN for Low Complexity Learned Sub-pixel Motion Compensation in Video Coding Jun 11, 2020 Motion Compensation Video Compression
Code Code Available 1M-LVC: Multiple Frames Prediction for Learned Video Compression Apr 21, 2020 MS-SSIM Prediction
Code Code Available 1Learning for Video Compression with Hierarchical Quality and Recurrent Enhancement Mar 4, 2020 Decoder Image Compression
Code Code Available 1Convolutional Tensor-Train LSTM for Spatio-temporal Learning Feb 21, 2020 Activity Recognition Video Compression
Code Code Available 1Adversarial Deepfakes: Evaluating Vulnerability of Deepfake Detectors to Adversarial Examples Feb 9, 2020 DeepFake Detection Face Swapping
Code Code Available 1A Unified End-to-End Framework for Efficient Deep Image Compression Feb 9, 2020 Decoder Image Compression
Code Code Available 1Enhancing Quality for VVC Compressed Videos by Jointly Exploiting Spatial Details and Temporal Structure Jan 28, 2019 Video Compression
Code Code Available 1DVC: An End-to-end Deep Video Compression Framework Nov 30, 2018 MS-SSIM Optical Flow Estimation
Code Code Available 1GSVR: 2D Gaussian-based Video Representation for 800+ FPS with Hybrid Deformation Field Jul 8, 2025 Quantization Video Compression
— Unverified 0MSNeRV: Neural Video Representation with Multi-Scale Feature Fusion Jun 18, 2025 Decoder Video Compression
— Unverified 0Audio-Visual Driven Compression for Low-Bitrate Talking Head Videos Jun 16, 2025 Neural Rendering Video Compression
— Unverified 0Rethinking Generative Human Video Coding with Implicit Motion Transformation Jun 12, 2025 Decoder Video Compression
— Unverified 0Generalized Gaussian Entropy Model for Point Cloud Attribute Compression with Dynamic Likelihood Intervals Jun 11, 2025 Attribute parameter estimation
— Unverified 0Generative Models at the Frontier of Compression: A Survey on Generative Face Video Coding Jun 9, 2025 Benchmarking Video Compression
— Unverified 0Highly Efficient Non-Separable Transforms for Next Generation Video Coding May 27, 2025 Video Compression
— Unverified 0Generative Latent Coding for Ultra-Low Bitrate Image and Video Compression May 22, 2025 Image Compression Video Compression
— Unverified 0Robo-DM: Data Management For Large Robot Datasets May 21, 2025 Management Video Compression
— Unverified 0Neural Video Compression with Context Modulation May 20, 2025 Video Compression
Code Code Available 0Higher fidelity perceptual image and video compression with a latent conditioned residual denoising diffusion model May 19, 2025 Decoder Denoising
Code Code Available 0Neural Video Compression using 2D Gaussian Splatting May 14, 2025 Video Compression
— Unverified 0Emerging Advances in Learned Video Compression: Models, Systems and Beyond Apr 30, 2025 Video Compression
— Unverified 0SR-NeRV: Improving Embedding Efficiency of Neural Video Representation via Super-Resolution Apr 30, 2025 Super-Resolution Video Compression
— Unverified 0Neural Stereo Video Compression with Hybrid Disparity Compensation Apr 29, 2025 Autonomous Driving Video Compression
— Unverified 0Low-Rank Adaptation of Neural Fields Apr 22, 2025 parameter-efficient fine-tuning Video Compression
— Unverified 0TVC: Tokenized Video Compression with Ultra-Low Bitrate Apr 22, 2025 Decoder Image Compression
— Unverified 0Text-Audio-Visual-conditioned Diffusion Model for Video Saliency Prediction Apr 19, 2025 Denoising Image Generation
— Unverified 0FANeRV: Frequency Separation and Augmentation based Neural Representation for Video Apr 9, 2025 Video Compression
— Unverified 0L-LBVC: Long-Term Motion Estimation and Prediction for Learned Bi-Directional Video Compression Apr 3, 2025 Motion Estimation motion prediction
— Unverified 0Enhancing 3D Gaussian Splatting Compression via Spatial Condition-based Prediction Mar 30, 2025 3DGS Novel View Synthesis
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