Official PyTorch implementation of "Video Summarization with Large Language Models" (CVPR 2025).
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Oct 7, 2025 - Python
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cvpr-2025
Here are 28 public repositories matching this topic...
[CVPR 2025 Highlight] Meta LoRA / MetaPEFT: Meta-Learning Hyperparameters for Parameter-Efficient Fine-Tuning (LoRA, Adapter, Prompt Tuning) — Automatic hyperparameter optimization via bi-level meta-learning
adapter remote-sensing hyperparameter-optimization vit lora meta-learning peft long-tailed-recognition vision-transformer prompt-tuning low-rank-adaptation parameter-efficient-fine-tuning cvpr2025 cvpr-2025 metalora metapeft meta-learning-lora meta-lora meta-peft metapeft-cvpr2025
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Sep 12, 2026 - Python
Unofficial PyTorch reproduction for Reversing Flow for Image Restoration.
computer-vision pytorch image-restoration low-level-vision deraining flow-matching cvpr-2025 unofficial-implementation resflow
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Jul 2, 2026 - Python
Unofficial PyTorch reproduction for UniRestore: Unified Perceptual and Task-Oriented Image Restoration Model Using Diffusion Prior.
computer-vision pytorch image-restoration low-level-vision diffusion-prior cvpr-2025 unofficial-implementation
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Jul 2, 2026 - Python
Unofficial PyTorch reproduction for DexGrasp Anything: Towards Universal Robotic Dexterous Grasping with Physics Awareness.
computer-vision robotics pytorch dexterous-manipulation robotic-grasping physics-aware cvpr-2025 dexterous-grasping unofficial-implementation
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Jul 2, 2026 - Python
Unofficial PyTorch reproduction for RoboBrain: A Unified Brain Model for Robotic Manipulation from Abstract to Concrete.
computer-vision robotics pytorch manipulation vlm robot-manipulation embodied-ai cvpr-2025 unofficial-implementation
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Jul 2, 2026 - Python
Unofficial PyTorch reproduction for OSDFace: One-Step Diffusion Model for Face Restoration.
computer-vision pytorch diffusion image-restoration diffusion-model face-restoration cvpr-2025 unofficial-implementation
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Jul 2, 2026 - Python
Unofficial PyTorch reproduction for VideoDirector: Precise Video Editing via Text-to-Video Models.
computer-vision pytorch video-editing diffusion diffusion-model text-to-video cvpr-2025 unofficial-implementation
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Jul 2, 2026 - Python
Unofficial PyTorch reproduction for 3DTopia-XL: Scaling High-quality 3D Asset Generation via Primitive Diffusion.
computer-vision pytorch 3d-generation 3d-assets cvpr-2025 unofficial-implementation primitive-diffusion
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Jul 2, 2026 - Python
Unofficial PyTorch reproduction for URWKV: Unified RWKV Model with Multi-state Perspective for Low-light Image Restoration.
computer-vision pytorch image-restoration rwkv low-light-enhancement cvpr-2025 unofficial-implementation
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Jul 2, 2026 - Python
Unofficial PyTorch reproduction for DiffSensei: Bridging Multi-Modal LLMs and Diffusion Models for Customized Manga Generation.
computer-vision pytorch diffusion diffusion-model multimodal-generation mllm manga-generation cvpr-2025 unofficial-implementation
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Jul 2, 2026 - Python
Unofficial PyTorch reproduction for Feat2GS: Probing Visual Foundation Models with Gaussian Splatting.
computer-vision pytorch 3d-reconstruction foundation-models gaussian-splatting 3d-gaussian-splatting cvpr-2025 unofficial-implementation visual-foundation-models
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Jul 2, 2026 - Python
Unofficial PyTorch reproduction for Dual Prompting Image Restoration with Diffusion Transformers.
computer-vision pytorch image-restoration prompt-learning diffusion-transformer cvpr-2025 unofficial-implementation
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Jul 2, 2026 - Python
Unofficial PyTorch reproduction for Exploring Simple Open-Vocabulary Semantic Segmentation.
computer-vision pytorch semantic-segmentation vision-language maskformer open-vocabulary-segmentation cvpr-2025 unofficial-implementation
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Jul 2, 2026 - Python
Unofficial PyTorch reproduction for Janus: Decoupling Visual Encoding for Unified Multimodal Understanding and Generation.
computer-vision pytorch generation image-generation multimodal-learning multimodal vision-language cvpr-2025 unofficial-implementation
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Jul 2, 2026 - Python
Unofficial PyTorch reproduction for Diffusion Renderer: Neural Inverse and Forward Rendering with Video Diffusion Models.
computer-vision pytorch inverse-rendering neural-rendering video-diffusion cvpr-2025 unofficial-implementation
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Jul 2, 2026 - Python
Unofficial PyTorch reproduction for Iterative Predictor-Critic Code Decoding for Real-World Image Dehazing.
computer-vision pytorch image-restoration codebook image-dehazing vqgan cvpr-2025 unofficial-implementation real-world-dehazing
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Jul 2, 2026 - Python
Unofficial PyTorch reproduction for Motions as Queries: One-Stage Multi-Person Holistic Human Motion Capture.
computer-vision pytorch transformer pose-estimation cvpr-2025 unofficial-implementation human-motion-capture motion-queries motion-reconstruction
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Jul 2, 2026 - Python
Unofficial PyTorch reproduction for FlashGS: Efficient 3D Gaussian Splatting for Large-scale and High-resolution Rendering.
computer-vision rendering pytorch 3d-reconstruction large-scale-rendering gaussian-splatting 3d-gaussian-splatting cvpr-2025 unofficial-implementation
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Jul 2, 2026 - Python
Unofficial PyTorch reproduction for DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes.
computer-vision pytorch autonomous-driving scene-reconstruction 4d-gaussian-splatting cvpr-2025 unofficial-implementation urban-scenes
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Jul 2, 2026 - Python
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