Exploiting Correspondences with All-pairs Correlations for Multi-view Depth Estimation. - Kai Cheng; Hao Chen 041; Wei Yin 006; Guangkai Xu; Xuejin Chen (CoRR, 2022)

DETRDistill: A Universal Knowledge Distillation Framework for DETR-families. - Jiahao Chang; Shuo Wang; Guangkai Xu; Zehui Chen; Chenhongyi Yang; Feng Zhao 004 (CoRR, 2022)

The Second Monocular Depth Estimation Challenge. - Jaime Spencer; C. Stella Qian; Michaela Trescakova; Chris Russell 001; Simon Hadfield; Erich W. Graf; Wendy J. Adams; Andrew J. Schofield; James H. Elder; Richard Bowden; Ali Anwar 002; Hao Chen 041; et al. (CVPR Workshops, 2023)

FrozenRecon: Pose-free 3D Scene Reconstruction with Frozen Depth Models. - Guangkai Xu; Wei Yin 006; Hao Chen 041; Chunhua Shen; Kai Cheng; Feng Zhao 004 (ICCV, 2023)

Improving Neural Indoor Surface Reconstruction with Mask-Guided Adaptive Consistency Constraints. - Xinyi Yu; Liqin Lu; Jintao Rong; Guangkai Xu; Linlin Ou (ICRA, 2024)

Unleashing the Potential of the Diffusion Model in Few-shot Semantic Segmentation. - Muzhi Zhu; Yang Liu 357; Zekai Luo; Chenchen Jing; Hao Chen 041; Guangkai Xu; Xinlong Wang; Chunhua Shen (NeurIPS, 2024)

Diffusion Models Trained with Large Data Are Transferable Visual Models. - Guangkai Xu; Yongtao Ge; Mingyu Liu; Chengxiang Fan; Kangyang Xie; Zhiyue Zhao; Hao Chen 041; Chunhua Shen (CoRR, 2024)

GeoBench: Benchmarking and Analyzing Monocular Geometry Estimation Models. - Yongtao Ge; Guangkai Xu; Zhiyue Zhao; Libo Sun; Zheng Huang; Yanlong Sun; Hao Chen 041; Chunhua Shen (CoRR, 2024)

Towards Domain-agnostic Depth Completion. - Guangkai Xu; Wei Yin 006; Jianming Zhang 001; Oliver Wang; Simon Niklaus; Simon Chen; Jia-Wang Bian (Mach. Intell. Res., 2024)

DiffCalib: Reformulating Monocular Camera Calibration as Diffusion-Based Dense Incident Map Generation. - Xiankang He; Guangkai Xu; Bo Zhang; Hao Chen; Ying Cui; Dongyan Guo (AAAI, 2025)

What Matters When Repurposing Diffusion Models for General Dense Perception Tasks? - Guangkai Xu; Yongtao Ge; Mingyu Liu; Chengxiang Fan; Kangyang Xie; Zhiyue Zhao; Hao Chen 041; Chunhua Shen (ICLR, 2025)

POMATO: Marrying Pointmap Matching with Temporal Motion for Dynamic 3D Reconstruction. - Songyan Zhang; Yongtao Ge; Jinyuan Tian; Guangkai Xu; Hao Chen 041; Chen Lv; Chunhua Shen (CoRR, 2025)

Generative Video Matting. - Yongtao Ge; Kangyang Xie; Guangkai Xu; Mingyu Liu; Li Ke; Longtao Huang; Hui Xue; Hao Chen 041; Chunhua Shen (CoRR, 2025)