图像生成

Depth Any Video with Scalable Synthetic Data

Honghui Yang, Di Huang, Wei Yin, Chunhua Shen, Haifeng Liu, Xiaofei He, Binbin Lin, Wanli Ouyang, Tong He

专题命中 可控生成 ：diffusion(abstract)；分类 cs.CV

Comments Project Page: https://depthanyvideo.github.io/

3DArticCyclists: Generating Synthetic Articulated 8D Pose-Controllable Cyclist Data for Computer Vision Applications

Eduardo R. Corral-Soto, Yang Liu, Tongtong Cao, Yuan Ren, Liu Bingbing

专题命中 可控生成 ：diffusion(abstract)；分类 cs.CV

Generating Robot Constitutions & Benchmarks for Semantic Safety

Pierre Sermanet, Anirudha Majumdar, Alex Irpan, Dmitry Kalashnikov, Vikas Sindhwani

专题命中 可控生成 ：image generation(abstract)；分类 cs.CV

TSCnet: A Text-driven Semantic-level Controllable Framework for Customized Low-Light Image Enhancement

Miao Zhang, Jun Yin, Pengyu Zeng, Yiqing Shen, Shuai Lu, Xueqian Wang

专题命中 可控生成 ：diffusion(abstract)；分类 cs.CV

Controllable 3D Outdoor Scene Generation via Scene Graphs

Yuheng Liu, Xinke Li, Yuning Zhang, Lu Qi, Xin Li, Wenping Wang, Chongshou Li, Xueting Li, Ming-Hsuan Yang

专题命中 可控生成 ：diffusion(abstract)；分类 cs.CV

Comments Project Page: https://yuheng.ink/project-page/control-3d-scene/

AxisPose: Model-Free Matching-Free Single-Shot 6D Object Pose Estimation via Axis Generation

Yang Zou, Zhaoshuai Qi, Yating Liu, Zihao Xu, Weipeng Sun, Weiyi Liu, Xingyuan Li, Jiaqi Yang, Yanning Zhang

专题命中 可控生成 ：diffusion(abstract)；分类 cs.CV

Realistic Clothed Human and Object Joint Reconstruction from a Single Image

Ayushi Dutta, Marco Pesavento, Marco Volino, Adrian Hilton, Armin Mustafa

专题命中 可控生成 ：diffusion(abstract)；分类 cs.CV

GRAPHGPT-O: Synergistic Multimodal Comprehension and Generation on Graphs

Yi Fang, Bowen Jin, Jiacheng Shen, Sirui Ding, Qiaoyu Tan, Jiawei Han

专题命中 可控生成 ：image generation(abstract)；分类 cs.CV

ControlNeXt: Powerful and Efficient Control for Image and Video Generation

Bohao Peng, Jian Wang, Yuechen Zhang, Wenbo Li, Ming-Chang Yang, Jiaya Jia

专题命中 可控生成 ：diffusion(abstract)；分类 cs.CV

Comments controllable generation

StickMotion: Generating 3D Human Motions by Drawing a Stickman

Tao Wang, Zhihua Wu, Qiaozhi He, Jiaming Chu, Ling Qian, Yu Cheng, Junliang Xing, Jian Zhao, Lei Jin

专题命中 可控生成 ：diffusion(abstract)；分类 cs.CV

Comments 11 pages, 5 figures, accepted by CVPR2025

FloNa: Floor Plan Guided Embodied Visual Navigation

Jiaxin Li, Weiqi Huang, Zan Wang, Wei Liang, Huijun Di, Feng Liu

专题命中 可控生成 ：diffusion(abstract)；分类 cs.CV

Comments Accepted by AAAI 2025

UniMLVG: Unified Framework for Multi-view Long Video Generation with Comprehensive Control Capabilities for Autonomous Driving

Rui Chen, Zehuan Wu, Yichen Liu, Yuxin Guo, Jingcheng Ni, Haifeng Xia, Siyu Xia

专题命中 可控生成 ：diffusion(abstract)；分类 cs.CV

StdGEN: Semantic-Decomposed 3D Character Generation from Single Images

Yuze He, Yanning Zhou, Wang Zhao, Zhongkai Wu, Kaiwen Xiao, Wei Yang, Yong-Jin Liu, Xiao Han

专题命中 可控生成 ：diffusion(abstract)；分类 cs.CV

Comments CVPR 2025. 13 pages, 10 figures

ARINAR: Bi-Level Autoregressive Feature-by-Feature Generative Models

Qinyu Zhao, Stephen Gould, Liang Zheng

专题命中 可控生成 ：image generation(abstract)；分类 cs.CV

Comments Technical report. Our code is available at https://github.com/Qinyu-Allen-Zhao/Arinar

Image Watermarks are Removable Using Controllable Regeneration from Clean Noise

Yepeng Liu, Yiren Song, Hai Ci, Yu Zhang, Haofan Wang, Mike Zheng Shou, Yuheng Bu

专题命中 可控生成 ：diffusion(abstract)；分类 cs.CV

Comments ICLR2025

S-NeRF++: Autonomous Driving Simulation via Neural Reconstruction and Generation

Yurui Chen, Junge Zhang, Ziyang Xie, Wenye Li, Feihu Zhang, Jiachen Lu, Li Zhang

专题命中 可控生成 ：image editing(abstract)；分类 cs.CV

Comments IEEE TPAMI 2025

LivePortrait: Efficient Portrait Animation with Stitching and Retargeting Control

Jianzhu Guo, Dingyun Zhang, Xiaoqiang Liu, Zhizhou Zhong, Yuan Zhang, Pengfei Wan, Di Zhang

专题命中 可控生成 ：diffusion(abstract)；分类 cs.CV

C-Drag: Chain-of-Thought Driven Motion Controller for Video Generation

Yuhao Li, Mirana Claire Angel, Salman Khan, Yu Zhu, Jinqiu Sun, Yanning Zhang, Fahad Shahbaz Khan

专题命中 可控生成 ：diffusion(abstract)；分类 cs.CV

SG-I2V: Self-Guided Trajectory Control in Image-to-Video Generation

Koichi Namekata, Sherwin Bahmani, Ziyi Wu, Yash Kant, Igor Gilitschenski, David B. Lindell

专题命中 可控生成 ：diffusion(abstract)；分类 cs.CV

Comments ICLR 2025. Project page: https://kmcode1.github.io/Projects/SG-I2V/

DisPose: Disentangling Pose Guidance for Controllable Human Image Animation

Hongxiang Li, Yaowei Li, Yuhang Yang, Junjie Cao, Zhihong Zhu, Xuxin Cheng, Long Chen

专题命中 可控生成 ：diffusion(abstract)；分类 cs.CV

Comments ICLR 2025

Training-free Camera Control for Video Generation

Chen Hou, Zhibo Chen

专题命中 可控生成 ：diffusion(abstract)；分类 cs.CV

VideoGrain: Modulating Space-Time Attention for Multi-grained Video Editing

Xiangpeng Yang, Linchao Zhu, Hehe Fan, Yi Yang

专题命中 可控生成 ：diffusion(abstract)；分类 cs.CV

Comments ICLR 2025, code and demos are available at https://knightyxp.github.io/VideoGrain_project_page/

SpecDM: Hyperspectral Dataset Synthesis with Pixel-level Semantic Annotations

Wendi Liu, Pei Yang, Wenhui Hong, Xiaoguang Mei, Jiayi Ma

专题命中 可控生成 ：diffusion(abstract)；分类 cs.CV

Dragen3D: Multiview Geometry Consistent 3D Gaussian Generation with Drag-Based Control

Jinbo Yan, Alan Zhao, Yixin Hu

专题命中 可控生成 ：diffusion(abstract)；分类 cs.CV

Decoupling Layout from Glyph in Online Chinese Handwriting Generation

Min-Si Ren, Yan-Ming Zhang, Yi Chen

专题命中 可控生成 ：diffusion(abstract)；分类 cs.CV

Comments Accepted by ICLR2025

CHAMP: Conformalized 3D Human Multi-Hypothesis Pose Estimators

Harry Zhang, Luca Carlone

专题命中 可控生成 ：diffusion(abstract)；分类 cs.CV

NavigateDiff: Visual Predictors are Zero-Shot Navigation Assistants

Yiran Qin, Ao Sun, Yuze Hong, Benyou Wang, Ruimao Zhang

专题命中 可控生成 ：diffusion(abstract)；分类 cs.CV

Comments Accepted to ICRA2025

GaussianMotion: End-to-End Learning of Animatable Gaussian Avatars with Pose Guidance from Text

Gyumin Shim, Sangmin Lee, Jaegul Choo

专题命中 可控生成 ：diffusion(abstract)；分类 cs.CV

Comments 8 pages

HIPPo: Harnessing Image-to-3D Priors for Model-free Zero-shot 6D Pose Estimation

Yibo Liu, Zhaodong Jiang, Binbin Xu, Guile Wu, Yuan Ren, Tongtong Cao, Bingbing Liu, Rui Heng Yang, Amir Rasouli, Jinjun Shan

专题命中 可控生成 ：diffusion(abstract)；分类 cs.CV

A Survey of Representation Learning, Optimization Strategies, and Applications for Omnidirectional Vision

Hao Ai, Zidong Cao, Lin Wang

专题命中 可控生成 ：image generation(abstract)；分类 cs.CV

Comments 37 pages, 24 figures, accepted by IJCV