Diffusion Knows Transparency: Repurposing Video Diffusion for Transparent Object Depth and Normal Estimation
Bin Ma, Bohan Li et al.
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#VideoDiffusion #DepthEstimation #ComputerVision
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#VideoDiffusion
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Posts tagged #VideoDiffusion
AnchorDream: Repurposing Video Diffusion for Embodiment-Aware Robot Data Synthesis
Basile Van Hoorick, Junjie Ye et al.
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#EmbodimentAware #RobotDataSynthesis #VideoDiffusion
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Video2Act: A Dual-System Video Diffusion Policy with Robotic Spatio-Motional Modeling
Boxin Shi, Jiaming Liu et al.
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#VideoDiffusion #Robotics #SpatioMotionalModeling
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ReLumix: Video Relighting via Image Techniques and Diffusion Models
ReLumix’s two‑stage pipeline relights a reference frame via any image‑relighting tool, then a stable video diffusion model spreads the lighting with temporal coherence. Read more: getnews.me/relumix-video-relighting... #relighting #videodiffusion
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QuantSparse: Faster Video Diffusion Transformers with Sparse Quantization
QuantSparse reduces storage 3.68× and inference time 1.88×, achieving 20.88 dB PSNR on HunyuanVideo‑13B, ahead of Q‑VDiT's 16.85 dB. getnews.me/quantsparse-faster-video... #quantsparse #videodiffusion
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Astraea Framework Accelerates Video Diffusion Transformers
Astraea speeds up video diffusion transformers, delivering up to 2.4× faster inference on a single GPU with under 0.5% loss in VBench quality metrics. Read more: getnews.me/astraea-framework-accele... #videodiffusion #ai
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Physics-Guided Motion Loss Boosts Realism in Video Generation Models
A new spectral loss for video diffusion models improves action‑recognition by ~11% and cuts warping error up to 37%, using only 2.7% of frequency coefficients. June 2025. getnews.me/physics-guided-motion-lo... #videodiffusion #physics
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PhyMAGIC: Training-Free Physical Motion Generation with LLM Guidance
PhyMAGIC animates a single image untrained, using diffusion and physics simulation, and outperforms video diffusion models on physical consistency. Read more: getnews.me/phymagic-training-free-p... #phymagic #videodiffusion
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DiTraj: Training‑Free Trajectory Control for Video Diffusion Transformers
DiTraj is a training‑free method that uses an LLM to split prompts into foreground and background and applies STD‑RoPE to adjust position embeddings for smoother motion. Read more: getnews.me/ditraj-training-free-tra... #ditraj #videodiffusion
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Fast Autoregressive Video Diffusion Models Boost Real-Time Generation
A new autoregressive video diffusion model streams video at 9.4 fps on a single GPU, achieving an 84.27 VBench‑Long score and cutting inference from 50 to 4 steps. getnews.me/fast-autoregressive-vide... #videodiffusion #realtime
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BWCache Accelerates Video Diffusion Transformers via Block‑Wise Caching
BWCache, a training‑free technique, cuts video diffusion transformer inference time up to 2.24× by caching block features and reusing them when changes are minimal. Read more: getnews.me/bwcache-accelerates-vide... #videodiffusion #bwcache
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WorldForge Launches Training-Free 3D/4D Video Generation
WorldForge unveiled a training‑free plug‑in that adds precise motion control to video diffusion models, enabling realistic 3D/4D content without retraining. Submitted September 18, 2025. getnews.me/worldforge-launches-trai... #worldforge #videodiffusion
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RAP: Real-time Audio-driven Portrait Animation with Video Diffusion
Transformer
Dingcheng Zhen, Fangyu Du et al.
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#RAPAnimation #VideoDiffusion #TransformerTech
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How I Created Stunning AI Videos Locally, Free, Offline, and Uncensored.
#medium #FramePackt #ai #aivideo #aivideodiffusion #videodiffusion
github.com/lllyasviel/F...
If this works well, this could be something very interesting.
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Stability AI präsentiert Stable Video 3D: Qualitativ hochwertige Synthese neuer Ansichten und 3D-Generierung aus Einzelbildern
#KuenstlicheIntelligenz #artificialintelligence #KI #AI #3DGenerierung #Videodiffusion #StableVideo3D #ComputerVision
kinews24.de/stability-ai...
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