Official PyTorch implementation of "Video Summarization with Large Language Models" (CVPR 2025).
-
Updated
Oct 7, 2025 - Python
#
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
-
Updated
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
-
Updated
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
-
Updated
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
-
Updated
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
-
Updated
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
-
Updated
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
-
Updated
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
-
Updated
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
-
Updated
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
-
Updated
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
-
Updated
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
-
Updated
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
-
Updated
Jul 2, 2026 - Python
Unofficial PyTorch reproduction for Chat2SVG: Vector Graphics Generation with Large Language Models and Image Diffusion Models.
computer-vision pytorch vector-graphics diffusion svg-generation llm multimodal-generation cvpr-2025 unofficial-implementation
-
Updated
Jul 2, 2026 - Python
Unofficial PyTorch reproduction for SketchVideo: Sketch-based Video Generation and Editing.
computer-vision sketch pytorch video-editing video-generation cvpr-2025 unofficial-implementation sketch-guided-generation
-
Updated
Jul 2, 2026 - Python
Independent from-scratch reproduction of NVIDIA CVPR 2025 RL-RC-DoT: a block-level RL agent (PPO + Stable-Baselines3) for task-aware video compression. The agent outputs macroblock-level delta-QP maps injected into x264 to optimize downstream car detection (YOLO) on BDD100K under a bit-rate constraint.
reinforcement-learning object-detection reproduction x264 rate-control video-compression ppo bdd100k yolov5 stable-baselines3 cvpr-2025 task-aware-compression
-
Updated
Aug 3, 2026 - Python
Unofficial PyTorch reproduction for ReCapture: Generative Video Camera Controls for User-Provided Videos using Masked Video Fine-Tuning.
computer-vision pytorch camera-control video-editing video-generation cvpr-2025 unofficial-implementation masked-finetuning
-
Updated
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
-
Updated
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
-
Updated
Jul 2, 2026 - Python
Add this topic to your repo
To associate your repository with the cvpr-2025 topic, visit your repo's landing page and select "manage topics."