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Video Compression

Video Compression is a process of reducing the size of an image or video file by exploiting spatial and temporal redundancies within an image or video frame and across multiple video frames. The ultimate goal of a successful Video Compression system is to reduce data volume while retaining the perceptual quality of the decompressed data.

Source: Adversarial Video Compression Guided by Soft Edge Detection

Papers

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Showing 1–50 of 496 papers

TitleStatusHype
Tora: Trajectory-oriented Diffusion Transformer for Video GenerationCode5
Language Model Beats Diffusion -- Tokenizer is Key to Visual GenerationCode4
Video Seal: Open and Efficient Video WatermarkingCode4
Image and Video Tokenization with Binary Spherical QuantizationCode3
Video Compression for Spatiotemporal Earth System DataCode2
Extreme Video Compression with Pre-trained Diffusion ModelsCode2
ColorVideoVDP: A visual difference predictor for image, video and display distortionsCode2
Sandwiched Compression: Repurposing Standard Codecs with Neural Network WrappersCode2
Promptus: Can Prompts Streaming Replace Video Streaming with Stable DiffusionCode2
Video Compression Commander: Plug-and-Play Inference Acceleration for Video Large Language ModelsCode2
Multi-Scale Deformable Alignment and Content-Adaptive Inference for Flexible-Rate Bi-Directional Video CompressionCode1
Learning for Video Compression with Hierarchical Quality and Recurrent EnhancementCode1
Low-complexity Deep Video Compression with A Distributed Coding ArchitectureCode1
MMVC: Learned Multi-Mode Video Compression with Block-based Prediction Mode Selection and Density-Adaptive Entropy CodingCode1
FFNeRV: Flow-Guided Frame-Wise Neural Representations for VideosCode1
Learning for Video Compression with Recurrent Auto-Encoder and Recurrent Probability ModelCode1
NeRV: Neural Representations for VideosCode1
Improved CNN-based Learning of Interpolation Filters for Low-Complexity Inter Prediction in Video CodingCode1
Image Coding for Machines with Edge Information Learning Using Segment AnythingCode1
I^2VC: A Unified Framework for Intra- & Inter-frame Video CompressionCode1
Deep Learning in Latent Space for Video Prediction and CompressionCode1
Interpreting CNN for Low Complexity Learned Sub-pixel Motion Compensation in Video CodingCode1
ECVC: Exploiting Non-Local Correlations in Multiple Frames for Contextual Video CompressionCode1
DVC-P: Deep Video Compression with Perceptual OptimizationsCode1
End-to-End Rate-Distortion Optimized Learned Hierarchical Bi-Directional Video CompressionCode1
Efficient Video Compression via Content-Adaptive Super-ResolutionCode1
Enhancing Quality for VVC Compressed Videos by Jointly Exploiting Spatial Details and Temporal StructureCode1
Explaining Deepfake Detection by Analysing Image MatchingCode1
Implicit-explicit Integrated Representations for Multi-view Video CompressionCode1
M-LVC: Multiple Frames Prediction for Learned Video CompressionCode1
Learned Video Compression with Residual Prediction and Loop FilterCode1
High-Efficiency Neural Video Compression via Hierarchical Predictive LearningCode1
Coordinate-Aware Modulation for Neural FieldsCode1
AIM 2024 Challenge on Video Saliency Prediction: Methods and ResultsCode1
High Dynamic Range Video Compression: A Large-Scale Benchmark Dataset and A Learned Bit-depth Scalable Compression AlgorithmCode1
HiNeRV: Video Compression with Hierarchical Encoding-based Neural RepresentationCode1
A Unified End-to-End Framework for Efficient Deep Image CompressionCode1
Convolutional Tensor-Train LSTM for Spatio-temporal LearningCode1
Advancing Learned Video Compression with In-loop Frame PredictionCode1
Diffusion Probabilistic Modeling for Video GenerationCode1
Deep Contextual Video CompressionCode1
AIM 2024 Challenge on Compressed Video Quality Assessment: Methods and ResultsCode1
FVC: A New Framework towards Deep Video Compression in Feature SpaceCode1
DFPN: Deformable Frame Prediction NetworkCode1
Bidirectional Stereo Image Compression with Cross-Dimensional Entropy ModelCode1
BiECVC: Gated Diversification of Bidirectional Contexts for Learned Video CompressionCode1
Bit Allocation using OptimizationCode1
Adversarial Deepfakes: Evaluating Vulnerability of Deepfake Detectors to Adversarial ExamplesCode1
DVC: An End-to-end Deep Video Compression FrameworkCode1
CompressAI: a PyTorch library and evaluation platform for end-to-end compression researchCode1
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