https://ramdi.fr/tags/diffusion-models/Recent content in Diffusion-Models on Noureddine RAMDIHugoenSat, 23 May 2026 20:41:27 +0000https://ramdi.fr/github-stars/lynx-modular-personalized-video-generation-with-dual-adapters-on-a-frozen-diffusion-transformer/Sat, 23 May 2026 20:41:14 +0000https://ramdi.fr/github-stars/lynx-modular-personalized-video-generation-with-dual-adapters-on-a-frozen-diffusion-transformer/Lynx generates personalized videos from a single image using a frozen Diffusion Transformer with ID and Ref adapters. This modular design balances fidelity and efficiency.https://ramdi.fr/github-stars/partcrafter-compositional-3d-mesh-generation-with-latent-diffusion-transformers/Sat, 23 May 2026 20:41:14 +0000https://ramdi.fr/github-stars/partcrafter-compositional-3d-mesh-generation-with-latent-diffusion-transformers/PartCrafter generates multiple semantically distinct 3D mesh parts from a single RGB image using latent diffusion transformers, enabling structured 3D generation with pretrained models and VLM-based part suggestions.https://ramdi.fr/github-stars/svfr-unified-video-face-restoration-with-task-conditioned-stable-video-diffusion/Sat, 23 May 2026 20:41:14 +0000https://ramdi.fr/github-stars/svfr-unified-video-face-restoration-with-task-conditioned-stable-video-diffusion/SVFR combines blind face restoration, colorization, and inpainting in a single stable video diffusion model, enabling efficient multi-task video face enhancement.https://ramdi.fr/github-stars/comfyui-trellis2-extending-comfyui-with-dinov3-for-3d-aware-diffusion-workflows/Mon, 04 May 2026 10:23:02 +0000https://ramdi.fr/github-stars/comfyui-trellis2-extending-comfyui-with-dinov3-for-3d-aware-diffusion-workflows/ComfyUI-Trellis2 integrates facebook’s Dinov3 model into ComfyUI for advanced 3D-aware diffusion workflows. This article breaks down its architecture, strengths, and installation steps.https://ramdi.fr/github-stars/matrix-3d-a-practical-pipeline-for-omnidirectional-3d-world-generation-optimized-for-consumer-gpus/Mon, 04 May 2026 10:23:02 +0000https://ramdi.fr/github-stars/matrix-3d-a-practical-pipeline-for-omnidirectional-3d-world-generation-optimized-for-consumer-gpus/Matrix-3D generates explorable 360-degree 3D worlds from text or images using panoramic video and 3D Gaussian splatting, optimized to run on 12-19GB VRAM consumer GPUs.https://ramdi.fr/github-stars/meanvc-real-time-zero-shot-voice-conversion-with-mean-flows-and-diffusion-transformers/Mon, 04 May 2026 10:23:02 +0000https://ramdi.fr/github-stars/meanvc-real-time-zero-shot-voice-conversion-with-mean-flows-and-diffusion-transformers/MeanVC enables real-time zero-shot voice conversion using mean flows and diffusion transformers for single-step inference, addressing latency bottlenecks in diffusion models.https://ramdi.fr/github-stars/avatar-forcing-real-time-multimodal-head-avatar-generation-with-diffusion-forcing/Mon, 04 May 2026 10:23:01 +0000https://ramdi.fr/github-stars/avatar-forcing-real-time-multimodal-head-avatar-generation-with-diffusion-forcing/Avatar Forcing implements diffusion forcing for causal, real-time multimodal input processing enabling expressive head avatars with ~500ms latency and 6.8X speedup over baselines.https://ramdi.fr/github-stars/comfyui-modular-visual-workflows-for-diffusion-model-experimentation/Sun, 26 Apr 2026 17:51:11 +0000https://ramdi.fr/github-stars/comfyui-modular-visual-workflows-for-diffusion-model-experimentation/ComfyUI offers a graph/node interface for building complex diffusion model workflows offline, blending modularity with flexibility for AI practitioners.