Kai Han

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 80

Top Topics

Diffusion Model

Photometric Stereo

Top Venues

IEEE Trans. Pattern Anal. Mach. Intell.

Publications

Hongjun Wang, Sagar Vaze, Kai Han
SPTNet: An Efficient Alternative Framework for Generalized Category Discovery with Spatial Prompt Tuning. ICLR (2024)
Fernando Julio Cendra, Bingchen Zhao, Kai Han
PromptCCD: Learning Gaussian Mixture Prompt Pool for Continual Category Discovery. CoRR (2024)
Shaozhe Hao, Kai Han, Zhengyao Lv, Shihao Zhao, Kwan-Yee K. Wong
ConceptExpress: Harnessing Diffusion Models for Single-image Unsupervised Concept Extraction. CoRR (2024)
Shaozhe Hao, Kai Han, Kwan-Yee K. Wong
CiPR: An Efficient Framework with Cross-instance Positive Relations for Generalized Category Discovery. Trans. Mach. Learn. Res. 2024 (2024)
Hongjun Wang, Sagar Vaze, Kai Han
SPTNet: An Efficient Alternative Framework for Generalized Category Discovery with Spatial Prompt Tuning. CoRR (2024)
Xinghui Li, Kai Han, Shuda Li, Victor Prisacariu
DualRC: A Dual-Resolution Learning Framework With Neighbourhood Consensus for Visual Correspondences. IEEE Trans. Pattern Anal. Mach. Intell. 46 (1) (2024)
Jonathan Roberts, Kai Han, Neil Houlsby, Samuel Albanie
SciFIBench: Benchmarking Large Multimodal Models for Scientific Figure Interpretation. CoRR (2024)
Ruihe Wang, Yukang Cao, Kai Han, Kwan-Yee K. Wong
A Survey on 3D Human Avatar Modeling - From Reconstruction to Generation. CoRR (2024)
Shaozhe Hao, Kai Han, Shihao Zhao, Kwan-Yee K. Wong
ViCo: Detail-Preserving Visual Condition for Personalized Text-to-Image Generation. CoRR (2023)
Shaozhe Hao, Kai Han, Kwan-Yee K. Wong
CiPR: An Efficient Framework with Cross-instance Positive Relations for Generalized Category Discovery. CoRR (2023)
Yukang Cao, Yan-Pei Cao, Kai Han, Ying Shan, Kwan-Yee K. Wong
DreamAvatar: Text-and-Shape Guided 3D Human Avatar Generation via Diffusion Models. CoRR (2023)
Shaozhe Hao, Kai Han, Kwan-Yee K. Wong
Learning Attention as Disentangler for Compositional Zero-shot Learning. CoRR (2023)
Xiao Han, Yukang Cao, Kai Han, Xiatian Zhu, Jiankang Deng, Yi-Zhe Song, Tao Xiang, Kwan-Yee K. Wong
HeadSculpt: Crafting 3D Head Avatars with Text. CoRR (2023)
Xiao Han, Yukang Cao, Kai Han, Xiatian Zhu, Jiankang Deng, Yi-Zhe Song, Tao Xiang, Kwan-Yee K. Wong
HeadSculpt: Crafting 3D Head Avatars with Text. NeurIPS (2023)
Yukang Cao, Kai Han, Kwan-Yee K. Wong
SeSDF: Self-evolved Signed Distance Field for Implicit 3D Clothed Human Reconstruction. CoRR (2023)
Xinghui Li, Kai Han, Xingchen Wan, Victor Adrian Prisacariu
SimSC: A Simple Framework for Semantic Correspondence with Temperature Learning. CoRR (2023)
Shaozhe Hao, Kai Han, Kwan-Yee K. Wong
Learning Attention as Disentangler for Compositional Zero-Shot Learning. CVPR (2023)
Kai Han, Yandong Li, Sagar Vaze, Jie Li, Xuhui Jia
What's in a Name? Beyond Class Indices for Image Recognition. CoRR (2023)
Yukang Cao, Kai Han, Kwan-Yee K. Wong
SeSDF: Self-Evolved Signed Distance Field for Implicit 3D Clothed Human Reconstruction. CVPR (2023)
Bingchen Zhao, Xin Wen, Kai Han
Learning Semi-supervised Gaussian Mixture Models for Generalized Category Discovery. ICCV (2023)
Yukang Cao, Yan-Pei Cao, Kai Han, Ying Shan, Kwan-Yee K. Wong
Guide3D: Create 3D Avatars from Text and Image Guidance. CoRR (2023)
Xinghui Li, Jingyi Lu, Kai Han, Victor Prisacariu
SD4Match: Learning to Prompt Stable Diffusion Model for Semantic Matching. CoRR (2023)
Bingchen Zhao, Xin Wen, Kai Han
Learning Semi-supervised Gaussian Mixture Models for Generalized Category Discovery. CoRR (2023)
Chenming Zhu, Xuanye Zhang, Yanran Li, Liangdong Qiu, Kai Han, Xiaoguang Han
SharpContour: A Contour-based Boundary Refinement Approach for Efficient and Accurate Instance Segmentation. CoRR (2022)
Yukang Cao, Guanying Chen, Kai Han, Wenqi Yang, Kwan-Yee K. Wong
JIFF: Jointly-aligned Implicit Face Function for High Quality Single View Clothed Human Reconstruction. CVPR (2022)
Sagar Vaze, Kai Han, Andrea Vedaldi, Andrew Zisserman
Generalized Category Discovery. CoRR (2022)
Yukang Cao, Guanying Chen, Kai Han, Wenqi Yang, Kwan-Yee K. Wong
JIFF: Jointly-aligned Implicit Face Function for High Quality Single View Clothed Human Reconstruction. CoRR (2022)
K. J. Joseph, Sujoy Paul, Gaurav Aggarwal, Soma Biswas, Piyush Rai, Kai Han, Vineeth N. Balasubramanian
Spacing Loss for Discovering Novel Categories. CoRR (2022)
Chenming Zhu, Xuanye Zhang, Yanran Li, Liangdong Qiu, Kai Han, Xiaoguang Han
SharpContour: A Contour-based Boundary Refinement Approach for Efficient and Accurate Instance Segmentation. CVPR (2022)
K. J. Joseph, Sujoy Paul, Gaurav Aggarwal, Soma Biswas, Piyush Rai, Kai Han, Vineeth N. Balasubramanian
Novel Class Discovery Without Forgetting. ECCV (24) (2022)
Kai Han, Sylvestre-Alvise Rebuffi, Sébastien Ehrhardt, Andrea Vedaldi, Andrew Zisserman
AutoNovel: Automatically Discovering and Learning Novel Visual Categories. IEEE Trans. Pattern Anal. Mach. Intell. 44 (10) (2022)
Jie Li, Peng Wang, Kai Han, Yu Liu
Anisotropic Convolutional Neural Networks for RGB-D Based Semantic Scene Completion. IEEE Trans. Pattern Anal. Mach. Intell. 44 (11) (2022)
K. J. Joseph, Sujoy Paul, Gaurav Aggarwal, Soma Biswas, Piyush Rai, Kai Han, Vineeth N. Balasubramanian
Novel Class Discovery without Forgetting. CoRR (2022)
Sagar Vaze, Kai Han, Andrea Vedaldi, Andrew Zisserman
Open-Set Recognition: A Good Closed-Set Classifier is All You Need. ICLR (2022)
Guanying Chen, Kai Han, Boxin Shi, Yasuyuki Matsushita, Kwan-Yee K. Wong
Deep Photometric Stereo for Non-Lambertian Surfaces. IEEE Trans. Pattern Anal. Mach. Intell. 44 (1) (2022)
K. J. Joseph, Sujoy Paul, Gaurav Aggarwal, Soma Biswas, Piyush Rai, Kai Han, Vineeth N. Balasubramanian
Spacing Loss for Discovering Novel Categories. CVPR Workshops (2022)
Kai Han, Miaomiao Liu, Dirk Schnieders, Kwan-Yee K. Wong
Fixed Viewpoint Mirror Surface Reconstruction under an Uncalibrated Camera. CoRR (2021)
Xuhui Jia, Kai Han, Yukun Zhu, Bradley Green
Joint Representation Learning and Novel Category Discovery on Single- and Multi-modal Data. ICCV (2021)
Kai Han, Sylvestre-Alvise Rebuffi, Sébastien Ehrhardt, Andrea Vedaldi, Andrew Zisserman
AutoNovel: Automatically Discovering and Learning Novel Visual Categories. CoRR (2021)
Kai Han, Kwan-Yee K. Wong, Miaomiao Liu
Dense Reconstruction of Transparent Objects by Altering Incident Light Paths Through Refraction. CoRR (2021)
Kai Han, Miaomiao Liu, Dirk Schnieders, Kwan-Yee K. Wong
Fixed Viewpoint Mirror Surface Reconstruction Under an Uncalibrated Camera. IEEE Trans. Image Process. 30 (2021)
Peng Wang, Kai Han, Xiu-Shen Wei, Lei Zhang, Lei Wang
Contrastive Learning based Hybrid Networks for Long-Tailed Image Classification. CoRR (2021)
Sylvestre-Alvise Rebuffi, Sébastien Ehrhardt, Kai Han, Andrea Vedaldi, Andrew Zisserman
LSD-C: Linearly Separable Deep Clusters. ICCVW (2021)
Peng Wang, Kai Han, Xiu-Shen Wei, Lei Zhang, Lei Wang
Contrastive Learning Based Hybrid Networks for Long-Tailed Image Classification. CVPR (2021)
Jie Li, Sheng Zhang, Kai Han, Xia Yuan, Chunxia Zhao, Yu Liu
Real-time Keypoints Detection for Autonomous Recovery of the Unmanned Ground Vehicle. CoRR (2021)
Bingchen Zhao, Kai Han
Novel Visual Category Discovery with Dual Ranking Statistics and Mutual Knowledge Distillation. NeurIPS (2021)
Sagar Vaze, Kai Han, Andrea Vedaldi, Andrew Zisserman
Open-Set Recognition: A Good Closed-Set Classifier is All You Need. CoRR (2021)
Georgi Tinchev, Shuda Li, Kai Han, David Mitchell, Rigas Kouskouridas
X Resolution Correspondence Networks. BMVC (2021)
Kai Han, Sylvestre-Alvise Rebuffi, Sébastien Ehrhardt, Andrea Vedaldi, Andrew Zisserman
Automatically Discovering and Learning New Visual Categories with Ranking Statistics. ICLR (2020)
Xinghui Li, Kai Han, Shuda Li, Victor Prisacariu
Dual-Resolution Correspondence Networks. NeurIPS (2020)
Xinghui Li, Kai Han, Shuda Li, Victor Adrian Prisacariu
Dual-Resolution Correspondence Networks. CoRR (2020)
Sylvestre-Alvise Rebuffi, Sébastien Ehrhardt, Kai Han, Andrea Vedaldi, Andrew Zisserman
LSD-C: Linearly Separable Deep Clusters. CoRR (2020)
Jie Li, Kai Han, Peng Wang, Yu Liu, Xia Yuan
Anisotropic Convolutional Networks for 3D Semantic Scene Completion. CoRR (2020)
Yuda Qiu, Zhangyang Xiong, Kai Han, Zhongyuan Wang, Zixiang Xiong, Xiaoguang Han
Learning Inverse Rendering of Faces from Real-world Videos. CoRR (2020)
Jie Li, Sheng Zhang, Kai Han, Xia Yuan, Chunxia Zhao, Yu Liu
Real-time keypoints detection for autonomous recovery of the unmanned ground vehicle. IET Image Process. 14 (17) (2020)
Georgi Tinchev, Shuda Li, Kai Han, David Mitchell, Rigas Kouskouridas
XResolution Correspondence Networks. CoRR (2020)
Guanying Chen, Kai Han, Boxin Shi, Yasuyuki Matsushita, Kwan-Yee K. Wong
Deep Photometric Stereo for Non-Lambertian Surfaces. CoRR (2020)
Sylvestre-Alvise Rebuffi, Sébastien Ehrhardt, Kai Han, Andrea Vedaldi, Andrew Zisserman
Semi-Supervised Learning with Scarce Annotations. CVPR Workshops (2020)
Kai Han, Sylvestre-Alvise Rebuffi, Sébastien Ehrhardt, Andrea Vedaldi, Andrew Zisserman
Automatically Discovering and Learning New Visual Categories with Ranking Statistics. CoRR (2020)
Shuda Li, Kai Han, Theo W. Costain, Henry Howard-Jenkins, Victor Prisacariu
Correspondence Networks with Adaptive Neighbourhood Consensus. CoRR (2020)
Jie Li, Kai Han, Peng Wang, Yu Liu, Xia Yuan
Anisotropic Convolutional Networks for 3D Semantic Scene Completion. CVPR (2020)
Shuda Li, Kai Han, Theo W. Costain, Henry Howard-Jenkins, Victor Prisacariu
Correspondence Networks With Adaptive Neighbourhood Consensus. CVPR (2020)
Kai Han, Andrea Vedaldi, Andrew Zisserman
Learning to Discover Novel Visual Categories via Deep Transfer Clustering. CoRR (2019)
Huy V. Vo, Francis R. Bach, Minsu Cho, Kai Han, Yann LeCun, Patrick Pérez, Jean Ponce
Unsupervised Image Matching and Object Discovery as Optimization. CVPR (2019)
Guanying Chen, Kai Han, Boxin Shi, Yasuyuki Matsushita, Kwan-Yee K. Wong
Self-Calibrating Deep Photometric Stereo Networks. CVPR (2019)
Huy V. Vo, Francis R. Bach, Minsu Cho, Kai Han, Yann LeCun, Patrick Pérez, Jean Ponce
Unsupervised Image Matching and Object Discovery as Optimization. CoRR (2019)
Guanying Chen, Kai Han, Kwan-Yee K. Wong
Learning Transparent Object Matting. Int. J. Comput. Vis. 127 (10) (2019)
Guanying Chen, Kai Han, Boxin Shi, Yasuyuki Matsushita, Kwan-Yee K. Wong
Self-calibrating Deep Photometric Stereo Networks. CoRR (2019)
Guanying Chen, Kai Han, Kwan-Yee K. Wong
Learning Transparent Object Matting. CoRR (2019)
Sylvestre-Alvise Rebuffi, Sébastien Ehrhardt, Kai Han, Andrea Vedaldi, Andrew Zisserman
Semi-Supervised Learning with Scarce Annotations. CoRR (2019)
Kai Han, Andrea Vedaldi, Andrew Zisserman
Learning to Discover Novel Visual Categories via Deep Transfer Clustering. ICCV (2019)
Guanying Chen, Kai Han, Kwan-Yee K. Wong
TOM-Net: Learning Transparent Object Matting from a Single Image. CoRR (2018)
Kai Han, Kwan-Yee K. Wong, Miaomiao Liu
Dense Reconstruction of Transparent Objects by Altering Incident Light Paths Through Refraction. Int. J. Comput. Vis. 126 (5) (2018)
Guanying Chen, Kai Han, Kwan-Yee K. Wong
TOM-Net: Learning Transparent Object Matting From a Single Image. CVPR (2018)
Guanying Chen, Kai Han, Kwan-Yee K. Wong
PS-FCN: A Flexible Learning Framework for Photometric Stereo. CoRR (2018)
Guanying Chen, Kai Han, Kwan-Yee K. Wong
PS-FCN: A Flexible Learning Framework for Photometric Stereo. ECCV (9) (2018)
Kai Han, Rafael S. Rezende, Bumsub Ham, Kwan-Yee K. Wong, Minsu Cho, Cordelia Schmid, Jean Ponce
SCNet: Learning Semantic Correspondence. CoRR (2017)
Kai Han, Rafael S. Rezende, Bumsub Ham, Kwan-Yee K. Wong, Minsu Cho, Cordelia Schmid, Jean Ponce
SCNet: Learning Semantic Correspondence. ICCV (2017)
Kai Han, Kwan-Yee K. Wong, Dirk Schnieders, Miaomiao Liu
Mirror Surface Reconstruction under an Uncalibrated Camera. CVPR (2016)
Kai Han, Kwan-Yee K. Wong, Xiao Tan
Single View 3D Reconstruction under an Uncalibrated Camera and an Unknown Mirror Sphere. 3DV (2016)
Kai Han, Kwan-Yee Kenneth Wong, Miaomiao Liu
A fixed viewpoint approach for dense reconstruction of transparent objects. CVPR (2015)
Zili Zhang, Xuan Wang, Kai Han, Zoe Lin Jiang
A Novel Arc Segmentation Approach for Document Image Processing. Int. J. Pattern Recognit. Artif. Intell. 29 (1) (2015)
Kai Han, Xuan Wang, Zili Zhang, Hainan Zhao
A novel remote eye gaze tracking approach with dynamic calibration. MMSP (2013)
Lei Zheng, Kai Han
Multi Topic Distribution Model for Topic Discovery in Twitter. ICSC (2013)
Lei Zheng, Kai Han
Extracting Categorical Topics from Tweets Using Topic Model. AIRS (2013)
Kai Han, Xuan Wang, Chenglong Yu
An efficient visual tracking method based on single CCD camera. ICMLC (2012)