欢迎分享CVPR 2025 论文和代码 / Welcome to share the paper and code of CVPR 2025

[amusi]

[The format of the issue]
Paper title:
Paper link:
Code link:
Project link:

[amusi]

[Sample]
MambaVision: A Hybrid Mamba-Transformer Vision Backbone
Paper: https://arxiv.org/abs/2407.08083
Code: https://github.com/NVlabs/MambaVision

[Xiangxu-0103]

LiMoE: Mixture of LiDAR Representation Learners from Automotive Scenes
Paper: https://arxiv.org/abs/2501.04004
Code: https://github.com/Xiangxu-0103/LiMoE
Project: https://ldkong.com/LiMoE

[YuqingWang1029]

PAR: Parallelized Autoregressive Visual Generation
Paper: https://arxiv.org/abs/2412.15119
Code: https://github.com/Epiphqny/PAR
Project: https://epiphqny.github.io/PAR-project/

[mingkunlei]

StyleStudio: Text-Driven Style Transfer with Selective Control of Style Elements
Paper: https://arxiv.org/abs/2412.08503
Code: https://github.com/Westlake-AGI-Lab/StyleStudio
Project: https://stylestudio-official.github.io/

[2toinf]

Universal Actions for Enhanced Embodied Foundation Models
Paper: https://arxiv.org/abs/2501.10105
Code: https://github.com/2toinf/UniAct
Project: https://2toinf.github.io/UniAct/

[Fediory]

HVI: A New color space for Low-light Image Enhancement
Paper: https://arxiv.org/abs/2502.20272
Code: https://github.com/Fediory/HVI-CIDNet
Demo: https://huggingface.co/spaces/Fediory/HVI-CIDNet_Low-light-Image-Enhancement_

[LiewFeng]

Paper title: Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model
Paper link: https://arxiv.org/abs/2411.19108
Code link: https://github.com/ali-vilab/TeaCache
Project: https://liewfeng.github.io/TeaCache/
Topic: Visual Generation Acceleration

[wbhu]

DepthCrafter: Generating Consistent Long Depth Sequences for Open-world Videos
Paper: https://arxiv.org/abs/2409.02095
Code: https://github.com/Tencent/DepthCrafter
Project: https://depthcrafter.github.io
Topic: 深度估计(Depth Estimation)

[hzxie]

Generative Gaussian Splatting for Unbounded 3D City Generation

Paper: https://arxiv.org/abs/2406.06526
Code: https://github.com/hzxie/GaussianCity
Project: https://haozhexie.com/project/gaussian-city
Hugging Face: https://huggingface.co/spaces/hzxie/gaussian-city
Topic: 3D生成, 3DGS (Gaussian Splatting)

[callsys]

Paper title: DynRefer: Delving into Region-level Multimodal Tasks via Dynamic Resolution
Paper link: https://arxiv.org/abs/2405.16071
Code link: https://github.com/callsys/DynRefer
Topic: Multimodal learning, MLLM

[Gaaaavin]

CityWalker: Learning Embodied Urban Navigation from Web-Scale Videos
Paper: https://arxiv.org/abs/2411.17820
Project website: https://ai4ce.github.io/CityWalker/
Code: https://github.com/ai4ce/CityWalker
Topic: Embodied AI

[MqLeet]

ReDDiT: Efficient Diffusion as Low Light Enhancer
Paper: https://arxiv.org/abs/2410.12346
Code: https://github.com/lgz-0713/ReDDiT
Topic: Low-level vision, Image enhancement

[pandayuanyu]

Generative Photography: Scene-Consistent Camera Control for Realistic Text-to-Image Synthesis

Paper: https://arxiv.org/abs/2412.02168
Code: https://github.com/pandayuanyu/generative-photography
Project Page: https://generative-photography.github.io/project/
Dataset: https://huggingface.co/datasets/pandaphd/camera_settings
Demo: https://huggingface.co/spaces/pandaphd/generative_photography

Topic: Image / Video Generation, Camera Physics

[hyz317]

StdGEN: Semantic-Decomposed 3D Character Generation from Single Images
Paper: https://arxiv.org/abs/2411.05738
Code: https://github.com/hyz317/StdGEN
Project Page: https://stdgen.github.io/
Huggingface: https://huggingface.co/hyz317/StdGEN
Topic: 3D Generation, Avatar

[csuhan]

Retrieval-Augmented Personalization for Multimodal Large Language Models
Paper: https://arxiv.org/abs/2410.13360
Code: https://github.com/Hoar012/RAP-MLLM
Project Page: https://hoar012.github.io/RAP-Project/
Topic: MLLM