Awesome-Efficient-Video-Generation
A curated list of recent efficient video generation methods.
https://github.com/oahzxl/Awesome-Efficient-Video-Generation
Last synced: 2 days ago
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📄 Papers
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Long Context
- paper - E43D)
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- Paper - Hunyuan/HunyuanWorld-Voyager) | 
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- Paper - 1119-Song/VideoNSA) | 
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Attention
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- Paper - BLADE) | 
- Paper - han-lab/radial-attention) | 
- Paper - ai-lab/FastVideo) | 
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- Paper - ai-lab/FastVideo) | 
- Paper - project/Sparse-VideoGen) | 
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- Paper - ml/SLA) | 
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Distillation
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- Distilling Diffusion Models into Conditional GANs
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- Fast High-Resolution Image Synthesis with Latent Adversarial Diffusion Distillation
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- Paper - consistency-model) | 
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- Paper - consistency-model) | 
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Scheduler
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- Flow Matching for Generative Modeling
- Denoising Diffusion Implicit Models
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- Paper - consistency-model) | 
- Paper - solver) | 
- Paper - Flow) | 
- AdaDiff: Adaptive Step Selection for Fast Diffusion Models
- Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference
- DPM-Solver++: Fast Solver for Guided Sampling of Diffusion Probabilistic Models
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- Paper - solver) | 
- Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow
- DPM-Solver: A Fast ODE Solver for Diffusion Probabilistic Model Sampling in Around 10 Steps
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- Paper - mmai-lab/EVODiff) | 
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Caching
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- Paper - Diffusers/Training-Free/sortblock) | 
- Paper - ucap/PromptTea) | 
- Paper - EmbodVis/EasyCache) | 
- Paper - Ma/MagCache) | 
- Paper - xDiT) | 
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- Paper - Z/TaylorSeer) | 
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- Paper - Z/DuCa) | 
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- Paper - ST/T-GATE) | 
- Paper - Z/Cache4Diffusion) | 
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- Paper - Z/Cache4Diffusion) | 
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- Paper - DiT/AdaCache) | 
- Paper - ST/T-GATE) | 
- Faster Diffusion via Temporal Attention Decomposition
- FasterCache: Training-Free Video Diffusion Model Acceleration with High Quality
- Accelerating Diffusion Transformers with Token-wise Feature Caching
- Paper - Z/ToCa) | 
- Paper - ST/T-GATE) | 
- Paper - HPC-AI-Lab/VideoSys) | 
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- Paper - nics/DiTFastAttn) | 
- Paper - ST/T-GATE) | 
- Adaptive Caching for Faster Video Generation with Diffusion Transformers
- Paper - HPC-AI-Lab/VideoSys) | 
- ∆-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers
- DiTFastAttn: Attention Compression for Diffusion Transformer Models
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Pruning
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Quantization
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- Paper - nics/ViDiT-Q) | 
- Paper - tech/nunchaku) | 
- Paper - nics/ViDiT-Q) | 
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Auto-Regressive
- Paper - Forcing) | 
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- Paper - fib-lab/Longscape) | 
- Paper - AI/MMPL) | 
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Hierarchical
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Parallelism
- Paper - 46/KnapFormer/) | 
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- Paper - project/xDiT) | 
- Paper - project/xDiT) | 
- Paper - HPC-AI-Lab/VideoSys) | 
- Paper - han-lab/distrifuser) | 
- DistriFusion: Distributed Parallel Inference for High-Resolution Diffusion Models
- Paper - project/xDiT) | 
- DSP: Dynamic Sequence Parallelism for Multi-Dimensional Transformers
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Token Merging
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Architecture
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VAE
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