Xiantong Zhen

221 papers A* 32A 12B 15Misc 7Journal 136Unranked 18
YearRankTypeTitle / Venue / Authors
2026 J jnl
Diagnosing and Improving Vector-Quantization-Based Blind Image Restoration.
IEEE Trans. Image Process.
Hongyu Li, Tianyi Xu, Zengyou Wang, Xiantong Zhen, Ran Gu, David Zhang, Jun Xu
2026 J jnl
HySaDe-Mamba: A Mamba-Based Network for Hyperspectral Salient Object Detection.
IEEE Trans. Circuits Syst. Video Technol.
Lei Zhang, Huijie Zhang, Xiaoyan Luo, Liheng Bian, Xiantong Zhen
2026 J jnl
Show Me When and Where: Towards Referring Video Object Segmentation in the Wild.
CoRR
Mingqi Gao, Jinyu Yang, Jingnan Luo, Xiantong Zhen, Jungong Han, Giovanni Montana, Feng Zheng
2026 J jnl
Unbiased Dynamic Pruning for Efficient Group-Based Policy Optimization.
CoRR
Haodong Zhu, Yangyang Ren, Yanjing Li, Mingbao Lin, Linlin Yang, Xuhui Liu, Xiantong Zhen, Haiguang Liu, Baochang Zhang
2026 J jnl
UniAD: Unified cross-modal prompt regularization for zero-shot anomaly detection across domains.
Neurocomputing
Xuezhi Xiang, Songran Luo, Yingjun Du, Lei Zhang, Xiantong Zhen
2025 J jnl
D3T: Dual-Domain Diffusion Transformer in Triplanar Latent Space for 3D Incomplete-View CT Reconstruction.
Int. J. Comput. Vis.
Xuhui Liu, Hong Li, Zhi Qiao, Yawen Huang, Xi Liu, Juan Zhang, Zhen Qian, Xiantong Zhen, Baochang Zhang
2025 J jnl
De-noising mask transformer for referring image segmentation.
Image Vis. Comput.
Yehui Wang, Fang Lei, Baoyan Wang, Qiang Zhang, Xiantong Zhen, Lei Zhang
2025 J jnl
Deep scene flow learning from point cloud with Transformer.
Neurocomputing
Xuezhi Xiang, Yiming Chen, Rokia Abdein, Lei Zhang, Xiantong Zhen
2025 — conf
EEG-DINO: Learning EEG Foundation Models via Hierarchical Self-distillation.
MICCAI (1)
Xujia Wang, Xuhui Liu, Xi Liu, Qian Si, Zhaoliang Xu, Yang Li, Xiantong Zhen
2025 J jnl
Few-Shot Referring Video Single- and Multi-Object Segmentation Via Cross-Modal Affinity with Instance Sequence Matching.
Int. J. Comput. Vis.
Heng Liu, Guanghui Li, Mingqi Gao, Xiantong Zhen, Feng Zheng, Yang Wang
2025 J jnl
Few-Shot Referring Video Single- and Multi-Object Segmentation via Cross-Modal Affinity with Instance Sequence Matching.
CoRR
Heng Liu, Guanghui Li, Mingqi Gao, Xiantong Zhen, Feng Zheng, Yang Wang
2025 A conf
GeneralizeFormer: Layer-Adaptive Model Generation Across Test-Time Distribution Shifts.
WACV
Sameer Ambekar, Zehao Xiao, Xiantong Zhen, Cees G. M. Snoek
2025 J jnl
GeneralizeFormer: Layer-Adaptive Model Generation across Test-Time Distribution Shifts.
CoRR
Sameer Ambekar, Zehao Xiao, Xiantong Zhen, Cees G. M. Snoek
2025 B conf
HYDEN: Hyperbolic Density Representations for Medical Images and Reports.
COLING
Zhi Qiao, Linbin Han, Xiantong Zhen, Jiahong Gao, Zhen Qian
2025 J jnl
Joint super-resolution and inverse tone-mapping: A feature decomposition aggregation network and a new benchmark.
Neurocomputing
Gang Xu, Ao Shen, Yuchen Yang, Xiantong Zhen, Wei Chen, Jun Xu
2025 — conf
Knowledge-Enhanced Hyperbolic Language-Image Pretraining for Zero-Shot Learning.
IPMI (2)
Linbin Han, Zhi Qiao, Xiantong Zhen, Jia-Hong Gao, Zhen Qian
2025 Misc conf
LKA-ReID: Vehicle Re-Identification with Large Kernel Attention.
ICASSP
Xuezhi Xiang, Zhushan Ma, Lei Zhang, Denis Ombati, Himaloy Himu, Xiantong Zhen
2025 J jnl
Learning temporal-aware representation for controllable interventional radiology imaging.
Comput. Vis. Image Underst.
Wei Si, Zhaolin Zheng, Zhewei Huang, Xi-Ming Xu, Ruijue Wang, Ji-Gang Bao, Qiang Xiong, Xiantong Zhen, Jun Xu
2025 J jnl
Learning to Generalize Heterogeneous Representation for Cross-Modality Image Synthesis via Multiple Domain Interventions.
Int. J. Comput. Vis.
Yawen Huang, Huimin Huang, Hao Zheng, Yuexiang Li, Feng Zheng, Xiantong Zhen, Yefeng Zheng
2025 J jnl
MetaTPT: Meta Test-time Prompt Tuning for Vision-Language Models.
CoRR
Yuqing Lei, Yingjun Du, Yawen Huang, Xiantong Zhen, Ling Shao
2025 J jnl
PVFT-Net: A point-voxel fusion method for self-supervised scene flow estimation with transformer.
Neurocomputing
Xuezhi Xiang, Xi Wang, Xiaoheng Li, Xiankun Zhou, Lei Zhang, Xiantong Zhen
2025 B conf
Refining and adaption: multi-modal learning in wear debris analysis.
IJCNN
Yongcai Chen, Fang Lei, Xiantong Zhen, Xin Li, Lei Zhang
2025 J jnl
Self-supervised monocular depth estimation with large kernel attention and dynamic scene perception.
J. Vis. Commun. Image Represent.
Xuezhi Xiang, Yao Wang, Xiaoheng Li, Lei Zhang, Xiantong Zhen
2025 J jnl
Surf3R: Rapid Surface Reconstruction from Sparse RGB Views in Seconds.
CoRR
Haodong Zhu, Changbai Li, Yangyang Ren, Zichao Feng, Xuhui Liu, Hanlin Chen, Xiantong Zhen, Baochang Zhang
2025 J jnl
Variational Task Vector Composition.
CoRR
Boyuan Zhang, Yingjun Du, Xiantong Zhen, Ling Shao
2025 J jnl
Vehicle re-identification with large separable kernel attention and hybrid channel attention.
Image Vis. Comput.
Xuezhi Xiang, Zhushan Ma, Xiaoheng Li, Lei Zhang, Xiantong Zhen
2025 J jnl
VisChainBench: A Benchmark for Multi-Turn, Multi-Image Visual Reasoning Beyond Language Priors.
CoRR
Wenbo Lyu, Yingjun Du, Jinglin Zhao, Xiantong Zhen, Ling Shao
2024 J jnl
Coarse-Fine View Attention Alignment-Based GAN for CT Reconstruction from Biplanar X-Rays.
CoRR
Zhi Qiao, Hanqiang Ouyang, Dongheng Chu, Huishu Yuan, Xiantong Zhen, Pei Dong, Zhen Qian
2024 B conf
Deep Optical Flow Learning With Deformable Large-Kernel Cross-Attention.
ICIP
Xuezhi Xiang, Yiming Chen, Denis Ombati, Lei Zhang, Xiantong Zhen
2024 — conf
DiffuX2CT: Diffusion Learning to Reconstruct CT Images from Biplanar X-Rays.
ECCV (43)
Xuhui Liu, Zhi Qiao, Runkun Liu, Hong Li, Juan Zhang, Xiantong Zhen, Zhen Qian, Baochang Zhang
2024 J jnl
DiffuX2CT: Diffusion Learning to Reconstruct CT Images from Biplanar X-Rays.
CoRR
Xuhui Liu, Zhi Qiao, Runkun Liu, Hong Li, Juan Zhang, Xiantong Zhen, Zhen Qian, Baochang Zhang
2024 J jnl
Gaze Estimation by Attention-Induced Hierarchical Variational Auto-Encoder.
IEEE Trans. Cybern.
Guanhe Huang, Jingyue Shi, Jun Xu, Jing Li, Shengyong Chen, Yingjun Du, Xiantong Zhen, Honghai Liu
2024 J jnl
HYDEN: Hyperbolic Density Representations for Medical Images and Reports.
CoRR
Zhi Qiao, Linbin Han, Xiantong Zhen, Jia-Hong Gao, Zhen Qian
2024 J jnl
LKA-ReID:Vehicle Re-Identification with Large Kernel Attention.
CoRR
Xuezhi Xiang, Zhushan Ma, Lei Zhang, Denis Ombati, Himaloy Himu, Xiantong Zhen
2024 J jnl
LKASeg:Remote-Sensing Image Semantic Segmentation with Large Kernel Attention and Full-Scale Skip Connections.
CoRR
Xuezhi Xiang, Yibo Ning, Lei Zhang, Denis Ombati, Himaloy Himu, Xiantong Zhen
2024 J jnl
Lightweight improved residual network for efficient inverse tone mapping.
Multim. Tools Appl.
Liqi Xue, Tianyi Xu, Yongbao Song, Yan Liu, Lei Zhang, Xiantong Zhen, Jun Xu
2024 J jnl
MetaKernel: Learning Variational Random Features With Limited Labels.
IEEE Trans. Pattern Anal. Mach. Intell.
Yingjun Du, Haoliang Sun, Xiantong Zhen, Jun Xu, Yilong Yin, Ling Shao, Cees G. M. Snoek
2024 J jnl
Multi-Constraint Transferable Generative Adversarial Networks for Cross-Modal Brain Image Synthesis.
Int. J. Comput. Vis.
Yawen Huang, Hao Zheng, Yuexiang Li, Feng Zheng, Xiantong Zhen, Guo-Jun Qi, Ling Shao, Yefeng Zheng
2024 J jnl
On the Number of Linear Regions of Convolutional Neural Networks With Piecewise Linear Activations.
IEEE Trans. Pattern Anal. Mach. Intell.
Huan Xiong, Lei Huang, Wenston J. T. Zang, Xiantong Zhen, Guo-Sen Xie, Bin Gu, Le Song
2024 — conf
Probabilistic Test-Time Generalization by Variational Neighbor-Labeling.
CoLLAs
Sameer Ambekar, Zehao Xiao, Jiayi Shen, Xiantong Zhen, Cees G. M. Snoek
2024 J jnl
Reconstruct Spine CT from Biplanar X-Rays via Diffusion Learning.
CoRR
Zhi Qiao, Xuhui Liu, Xiaopeng Wang, Runkun Liu, Xiantong Zhen, Pei Dong, Zhen Qian
2024 A* conf
Reducing Fine-Tuning Memory Overhead by Approximate and Memory-Sharing Backpropagation.
ICML
Yuchen Yang, Yingdong Shi, Cheems Wang, Xiantong Zhen, Yuxuan Shi, Jun Xu
2024 J jnl
Reducing Fine-Tuning Memory Overhead by Approximate and Memory-Sharing Backpropagation.
CoRR
Yuchen Yang, Yingdong Shi, Cheems Wang, Xiantong Zhen, Yuxuan Shi, Jun Xu
2024 J jnl
Self-Supervised Scene Flow Estimation with Point-Voxel Fusion and Surface Representation.
CoRR
Xuezhi Xiang, Xi Wang, Lei Zhang, Denis Ombati, Himaloy Himu, Xiantong Zhen
2024 J jnl
Self-supervised Monocular Depth Estimation with Large Kernel Attention.
CoRR
Xuezhi Xiang, Yao Wang, Lei Zhang, Denis Ombati, Himaloy Himu, Xiantong Zhen
2024 J jnl
Variational Neuron Shifting for Few-Shot Image Classification Across Domains.
IEEE Trans. Multim.
Liyun Zuo, Baoyan Wang, Lei Zhang, Jun Xu, Xiantong Zhen
2024 J jnl
Weakly-Supervised RGBD Video Object Segmentation.
IEEE Trans. Image Process.
Jinyu Yang, Mingqi Gao, Feng Zheng, Xiantong Zhen, Rongrong Ji, Ling Shao, Ales Leonardis
2023 J jnl
Attentional prototype inference for few-shot segmentation.
Pattern Recognit.
Haoliang Sun, Xiankai Lu, Haochen Wang, Yilong Yin, Xiantong Zhen, Cees G. M. Snoek, Ling Shao
2023 — conf
CK-Transformer: Commonsense Knowledge Enhanced Transformers for Referring Expression Comprehension.
EACL (Findings)
Zhi Zhang, Helen Yannakoudakis, Xiantong Zhen, Ekaterina Shutova
2023 J jnl
CK-Transformer: Commonsense Knowledge Enhanced Transformers for Referring Expression Comprehension.
CoRR
Zhi Zhang, Helen Yannakoudakis, Xiantong Zhen, Ekaterina Shutova
2023 J jnl
CageViT: Convolutional Activation Guided Efficient Vision Transformer.
CoRR
Hao Zheng, Jinbao Wang, Xiantong Zhen, Hong Chen, Jingkuan Song, Feng Zheng
2023 — conf
Coarse-Fine View Attention Alignment-Based GAN for CT Reconstruction from Biplanar X-Rays.
BIBM
Zhi Qiao, Hanqiang Ouyang, Dongheng Chu, Huishu Yuan, Xiantong Zhen, Pei Dong, Zhen Qian
2023 J jnl
Continuous cross-modal hashing.
Pattern Recognit.
Hao Zheng, Jinbao Wang, Xiantong Zhen, Jingkuan Song, Feng Zheng, Ke Lu, Guo-Jun Qi
2023 — conf
EMO: Episodic Memory Optimization for Few-Shot Meta-Learning.
CoLLAs
Yingjun Du, Jiayi Shen, Xiantong Zhen, Cees G. M. Snoek
2023 J jnl
EMO: Episodic Memory Optimization for Few-Shot Meta-Learning.
CoRR
Yingjun Du, Jiayi Shen, Xiantong Zhen, Cees G. M. Snoek
2023 A* conf
Energy-Based Test Sample Adaptation for Domain Generalization.
ICLR
Zehao Xiao, Xiantong Zhen, Shengcai Liao, Cees G. M. Snoek
2023 J jnl
Energy-Based Test Sample Adaptation for Domain Generalization.
CoRR
Zehao Xiao, Xiantong Zhen, Shengcai Liao, Cees G. M. Snoek
2023 A* conf
Episodic Multi-Task Learning with Heterogeneous Neural Processes.
NeurIPS
Jiayi Shen, Xiantong Zhen, Qi Wang, Marcel Worring
2023 J jnl
Episodic Multi-Task Learning with Heterogeneous Neural Processes.
CoRR
Jiayi Shen, Xiantong Zhen, Qi Wang, Marcel Worring
2023 A* conf
Implicit Diffusion Models for Continuous Super-Resolution.
CVPR
Sicheng Gao, Xuhui Liu, Bohan Zeng, Sheng Xu, Yanjing Li, Xiaoyan Luo, Jianzhuang Liu, Xiantong Zhen, Baochang Zhang
2023 J jnl
Implicit Diffusion Models for Continuous Super-Resolution.
CoRR
Sicheng Gao, Xuhui Liu, Bohan Zeng, Sheng Xu, Yanjing Li, Xiaoyan Luo, Jianzhuang Liu, Xiantong Zhen, Baochang Zhang
2023 J jnl
Knowledge Graph Embeddings for Multi-Lingual Structured Representations of Radiology Reports.
CoRR
Tom van Sonsbeek, Xiantong Zhen, Marcel Worring
2023 — conf
Knowledge Graph Embeddings for Multi-lingual Structured Representations of Radiology Reports.
DALI@MICCAI
Tom van Sonsbeek, Xiantong Zhen, Marcel Worring
2023 A* conf
Knowledge-Aware Prompt Tuning for Generalizable Vision-Language Models.
ICCV
Baoshuo Kan, Teng Wang, Wenpeng Lu, Xiantong Zhen, Weili Guan, Feng Zheng
2023 J jnl
Knowledge-Aware Prompt Tuning for Generalizable Vision-Language Models.
CoRR
Baoshuo Kan, Teng Wang, Wenpeng Lu, Xiantong Zhen, Weili Guan, Feng Zheng
2023 J jnl
Latent Domain Generation for Unsupervised Domain Adaptation Object Counting.
IEEE Trans. Multim.
Anran Zhang, Yandan Yang, Jun Xu, Xianbin Cao, Xiantong Zhen, Ling Shao
2023 A* conf
Learning Cross-Modal Affinity for Referring Video Object Segmentation Targeting Limited Samples.
ICCV
Guanghui Li, Mingqi Gao, Heng Liu, Xiantong Zhen, Feng Zheng
2023 J jnl
Learning Cross-Modal Affinity for Referring Video Object Segmentation Targeting Limited Samples.
CoRR
Guanghui Li, Mingqi Gao, Heng Liu, Xiantong Zhen, Feng Zheng
2023 J jnl
Learning Variational Neighbor Labels for Test-Time Domain Generalization.
CoRR
Sameer Ambekar, Zehao Xiao, Jiayi Shen, Xiantong Zhen, Cees G. M. Snoek
2023 J jnl
Learning to Learn With Variational Inference for Cross-Domain Image Classification.
IEEE Trans. Multim.
Lei Zhang, Yingjun Du, Jiayi Shen, Xiantong Zhen
2023 J jnl
Lightweight Improved Residual Network for Efficient Inverse Tone Mapping.
CoRR
Liqi Xue, Tianyi Xu, Yongbao Song, Yan Liu, Lei Zhang, Xiantong Zhen, Jun Xu
2023 A* conf
Meta Learning to Bridge Vision and Language Models for Multimodal Few-Shot Learning.
ICLR
Ivona Najdenkoska, Xiantong Zhen, Marcel Worring
2023 J jnl
Meta Learning to Bridge Vision and Language Models for Multimodal Few-Shot Learning.
CoRR
Ivona Najdenkoska, Xiantong Zhen, Marcel Worring
2023 A* conf
MetaModulation: Learning Variational Feature Hierarchies for Few-Shot Learning with Fewer Tasks.
ICML
Wenfang Sun, Yingjun Du, Xiantong Zhen, Fan Wang, Ling Wang, Cees G. M. Snoek
2023 J jnl
MetaModulation: Learning Variational Feature Hierarchies for Few-Shot Learning with Fewer Tasks.
CoRR
Wenfang Sun, Ying-Jun Du, Xiantong Zhen, Fan Wang, Ling Wang, Cees G. M. Snoek
2023 A* conf
Order-preserving Consistency Regularization for Domain Adaptation and Generalization.
ICCV
Mengmeng Jing, Xiantong Zhen, Jingjing Li, Cees G. M. Snoek
2023 J jnl
Order-preserving Consistency Regularization for Domain Adaptation and Generalization.
CoRR
Mengmeng Jing, Xiantong Zhen, Jingjing Li, Cees Snoek
2023 J jnl
Parameter-Free Channel Attention for Image Classification and Super-Resolution.
CoRR
Yuxuan Shi, Lingxiao Yang, Wangpeng An, Xiantong Zhen, Liuqing Wang
2023 A conf
Probabilistic Integration of Object Level Annotations in Chest X-ray Classification.
WACV
Tom van Sonsbeek, Xiantong Zhen, Dwarikanath Mahapatra, Marcel Worring
2023 A* conf
SuperDisco: Super-Class Discovery Improves Visual Recognition for the Long-Tail.
CVPR
Yingjun Du, Jiayi Shen, Xiantong Zhen, Cees G. M. Snoek
2023 J jnl
SuperDisco: Super-Class Discovery Improves Visual Recognition for the Long-Tail.
CoRR
Ying-Jun Du, Jiayi Shen, Xiantong Zhen, Cees G. M. Snoek
2022 A* conf
Association Graph Learning for Multi-Task Classification with Category Shifts.
NeurIPS
Jiayi Shen, Zehao Xiao, Xiantong Zhen, Cees Snoek, Marcel Worring
2022 J jnl
Association Graph Learning for Multi-Task Classification with Category Shifts.
CoRR
Jiayi Shen, Zehao Xiao, Xiantong Zhen, Cees G. M. Snoek, Marcel Worring
2022 J jnl
Attentive encoder-decoder networks for crowd counting.
Neurocomputing
Xuhui Liu, Yutao Hu, Baochang Zhang, Xiantong Zhen, Xiaoyan Luo, Xianbin Cao
2022 J jnl
Cross-Domain Attention Network for Unsupervised Domain Adaptation Crowd Counting.
IEEE Trans. Circuits Syst. Video Technol.
Anran Zhang, Jun Xu, Xiaoyan Luo, Xianbin Cao, Xiantong Zhen
2022 J jnl
Deep learning DCE-MRI parameter estimation: Application in pancreatic cancer.
Medical Image Anal.
Tim Ottens, Sebastiano Barbieri, Matthew R. Orton, Remy Klaassen, Hanneke W. M. van Laarhoven, Hans Crezee, Aart J. Nederveen, Xiantong Zhen, Oliver J. Gurney-Champion
2022 J jnl
Fusion-Correction Network for Single-Exposure Correction and Multi-Exposure Fusion.
CoRR
Jin Liang, Anran Zhang, Jun Xu, Hui Li, Xiantong Zhen
2022 A* conf
Hierarchical Variational Memory for Few-shot Learning Across Domains.
ICLR
Ying-Jun Du, Xiantong Zhen, Ling Shao, Cees G. M. Snoek
2022 J jnl
Joint Super-Resolution and Inverse Tone-Mapping: A Feature Decomposition Aggregation Network and A New Benchmark.
CoRR
Gang Xu, Yuchen Yang, Jun Xu, Liang Wang, Xiantong Zhen, Ming-Ming Cheng
2022 A* conf
Learning to Generalize across Domains on Single Test Samples.
ICLR
Zehao Xiao, Xiantong Zhen, Ling Shao, Cees G. M. Snoek
2022 J jnl
Learning to Generalize across Domains on Single Test Samples.
CoRR
Zehao Xiao, Xiantong Zhen, Ling Shao, Cees G. M. Snoek
2022 — conf
LifeLonger: A Benchmark for Continual Disease Classification.
MICCAI (2)
Mohammad Mahdi Derakhshani, Ivona Najdenkoska, Tom van Sonsbeek, Xiantong Zhen, Dwarikanath Mahapatra, Marcel Worring, Cees G. M. Snoek
2022 J jnl
LifeLonger: A Benchmark for Continual Disease Classification.
CoRR
Mohammad Mahdi Derakhshani, Ivona Najdenkoska, Tom van Sonsbeek, Xiantong Zhen, Dwarikanath Mahapatra, Marcel Worring, Cees G. M. Snoek
2022 J jnl
Memory Attention Networks for Skeleton-Based Action Recognition.
IEEE Trans. Neural Networks Learn. Syst.
Ce Li, Chunyu Xie, Baochang Zhang, Jungong Han, Xiantong Zhen, Jie Chen
2022 J jnl
Probabilistic Integration of Object Level Annotations in Chest X-ray Classification.
CoRR
Tom van Sonsbeek, Xiantong Zhen, Dwarikanath Mahapatra, Marcel Worring
2022 J jnl
Spherical Zero-Shot Learning.
IEEE Trans. Circuits Syst. Video Technol.
Jiayi Shen, Zehao Xiao, Xiantong Zhen, Lei Zhang
2022 J jnl
Uncertainty-aware report generation for chest X-rays by variational topic inference.
Medical Image Anal.
Ivona Najdenkoska, Xiantong Zhen, Marcel Worring, Ling Shao
2022 J jnl
Variational Abnormal Behavior Detection With Motion Consistency.
IEEE Trans. Image Process.
Jing Li, Qingwang Huang, Ying-Jun Du, Xiantong Zhen, Shengyong Chen, Ling Shao
2022 J jnl
Variational Hyperparameter Inference for Few-Shot Learning Across Domains.
IEEE Trans. Circuits Syst. Video Technol.
Lei Zhang, Liyun Zuo, Baoyan Wang, Xin Li, Xiantong Zhen
2022 A* conf
Variational Model Perturbation for Source-Free Domain Adaptation.
NeurIPS
Mengmeng Jing, Xiantong Zhen, Jingjing Li, Cees Snoek
2022 J jnl
Variational Model Perturbation for Source-Free Domain Adaptation.
CoRR
Mengmeng Jing, Xiantong Zhen, Jingjing Li, Cees G. M. Snoek
2021 A* conf
A Bit More Bayesian: Domain-Invariant Learning with Uncertainty.
ICML
Zehao Xiao, Jiayi Shen, Xiantong Zhen, Ling Shao, Cees Snoek
2021 J jnl
A Bit More Bayesian: Domain-Invariant Learning with Uncertainty.
CoRR
Zehao Xiao, Jiayi Shen, Xiantong Zhen, Ling Shao, Cees G. M. Snoek
2021 J jnl
Attentional Kernel Encoding Networks for Fine-Grained Visual Categorization.
IEEE Trans. Circuits Syst. Video Technol.
Yutao Hu, Yandan Yang, Jun Zhang, Xianbin Cao, Xiantong Zhen
2021 J jnl
Attentional Prototype Inference for Few-Shot Semantic Segmentation.
CoRR
Haoliang Sun, Xiankai Lu, Haochen Wang, Yilong Yin, Xiantong Zhen, Cees G. M. Snoek, Ling Shao
2021 J jnl
Deep 3D human pose estimation: A review.
Comput. Vis. Image Underst.
Jinbao Wang, Shujie Tan, Xiantong Zhen, Shuo Xu, Feng Zheng, Zhenyu He, Ling Shao
2021 J jnl
Generative Kernel Continual learning.
CoRR
Mohammad Mahdi Derakhshani, Xiantong Zhen, Ling Shao, Cees G. M. Snoek
2021 J jnl
Hierarchical Variational Memory for Few-shot Learning Across Domains.
CoRR
Ying-Jun Du, Xiantong Zhen, Ling Shao, Cees G. M. Snoek
2021 A* conf
Kernel Continual Learning.
ICML
Mohammad Mahdi Derakhshani, Xiantong Zhen, Ling Shao, Cees Snoek
2021 J jnl
Kernel Continual Learning.
CoRR
Mohammad Mahdi Derakhshani, Xiantong Zhen, Ling Shao, Cees G. M. Snoek
2021 A* conf
Learning Hierarchical Embedding for Video Instance Segmentation.
ACM Multimedia
Zheyun Qin, Xiankai Lu, Xiushan Nie, Xiantong Zhen, Yilong Yin
2021 J jnl
Learning to Adapt With Memory for Probabilistic Few-Shot Learning.
IEEE Trans. Circuits Syst. Video Technol.
Lei Zhang, Liyun Zuo, Ying-Jun Du, Xiantong Zhen
2021 A* conf
Learning to Learn Dense Gaussian Processes for Few-Shot Learning.
NeurIPS
Ze Wang, Zichen Miao, Xiantong Zhen, Qiang Qiu
2021 — conf
Meta-Learning with Variational Semantic Memory for Word Sense Disambiguation.
ACL/IJCNLP (1)
Ying-Jun Du, Nithin Holla, Xiantong Zhen, Cees Snoek, Ekaterina Shutova
2021 J jnl
Meta-Learning with Variational Semantic Memory for Word Sense Disambiguation.
CoRR
Ying-Jun Du, Nithin Holla, Xiantong Zhen, Cees G. M. Snoek, Ekaterina Shutova
2021 J jnl
MetaKernel: Learning Variational Random Features with Limited Labels.
CoRR
Ying-Jun Du, Haoliang Sun, Xiantong Zhen, Jun Xu, Yilong Yin, Ling Shao, Cees G. M. Snoek
2021 A* conf
MetaNorm: Learning to Normalize Few-Shot Batches Across Domains.
ICLR
Ying-Jun Du, Xiantong Zhen, Ling Shao, Cees G. M. Snoek
2021 J jnl
Multi-Task Neural Processes.
CoRR
Jiayi Shen, Xiantong Zhen, Marcel Worring, Ling Shao
2021 J jnl
Pixel-Level Non-local Image Smoothing With Objective Evaluation.
IEEE Trans. Multim.
Jun Xu, Zhi-Ang Liu, Yingkun Hou, Xiantong Zhen, Ling Shao, Ming-Ming Cheng
2021 A* conf
Seminar Learning for Click-Level Weakly Supervised Semantic Segmentation.
ICCV
Hongjun Chen, Jinbao Wang, Hong Cai Chen, Xiantong Zhen, Feng Zheng, Rongrong Ji, Ling Shao
2021 J jnl
Seminar Learning for Click-Level Weakly Supervised Semantic Segmentation.
CoRR
Hongjun Chen, Jinbao Wang, Hong Cai Chen, Xiantong Zhen, Feng Zheng, Rongrong Ji, Ling Shao
2021 — conf
Variational Knowledge Distillation for Disease Classification in Chest X-Rays.
IPMI
Tom van Sonsbeek, Xiantong Zhen, Marcel Worring, Ling Shao
2021 J jnl
Variational Knowledge Distillation for Disease Classification in Chest X-Rays.
CoRR
Tom van Sonsbeek, Xiantong Zhen, Marcel Worring, Ling Shao
2021 A* conf
Variational Multi-Task Learning with Gumbel-Softmax Priors.
NeurIPS
Jiayi Shen, Xiantong Zhen, Marcel Worring, Ling Shao
2021 J jnl
Variational Multi-Task Learning with Gumbel-Softmax Priors.
CoRR
Jiayi Shen, Xiantong Zhen, Marcel Worring, Ling Shao
2021 A conf
Variational Prototype Inference for Few-Shot Semantic Segmentation.
WACV
Haochen Wang, Yandan Yang, Xianbin Cao, Xiantong Zhen, Cees Snoek, Ling Shao
2021 — conf
Variational Topic Inference for Chest X-Ray Report Generation.
MICCAI (3)
Ivona Najdenkoska, Xiantong Zhen, Marcel Worring, Ling Shao
2021 J jnl
Variational Topic Inference for Chest X-Ray Report Generation.
CoRR
Ivona Najdenkoska, Xiantong Zhen, Marcel Worring, Ling Shao
2020 J jnl
Calibrated Multivariate Regression Networks.
IEEE Trans. Circuits Syst. Video Technol.
Lei Zhang, Ying-Jun Du, Xin Li, Xiantong Zhen
2020 J jnl
Conditional Variational Image Deraining.
CoRR
Ying-Jun Du, Jun Xu, Xiantong Zhen, Ming-Ming Cheng, Ling Shao
2020 J jnl
Conditional Variational Image Deraining.
IEEE Trans. Image Process.
Ying-Jun Du, Jun Xu, Xiantong Zhen, Ming-Ming Cheng, Ling Shao
2020 J jnl
Direct Estimation of Spinal Cobb Angles by Structured Multi-Output Regression.
CoRR
Haoliang Sun, Xiantong Zhen, Chris Bailey, Parham Rasoulinejad, Yilong Yin, Shuo Li
2020 A* conf
Few-Shot Ensemble Learning for Video Classification with SlowFast Memory Networks.
ACM Multimedia
Mengshi Qi, Jie Qin, Xiantong Zhen, Di Huang, Yi Yang, Jiebo Luo
2020 — conf
Few-Shot Semantic Segmentation with Democratic Attention Networks.
ECCV (13)
Haochen Wang, Xudong Zhang, Yutao Hu, Yandan Yang, Xianbin Cao, Xiantong Zhen
2020 J jnl
Heterogenous output regression network for direct face alignment.
Pattern Recognit.
Xiantong Zhen, Mengyang Yu, Zehao Xiao, Lei Zhang, Ling Shao
2020 A* conf
Learning to Learn Kernels with Variational Random Features.
ICML
Xiantong Zhen, Haoliang Sun, Ying-Jun Du, Jun Xu, Yilong Yin, Ling Shao, Cees Snoek
2020 J jnl
Learning to Learn Kernels with Variational Random Features.
CoRR
Xiantong Zhen, Haoliang Sun, Ying-Jun Du, Jun Xu, Yilong Yin, Ling Shao, Cees Snoek
2020 A* conf
Learning to Learn Variational Semantic Memory.
NeurIPS
Xiantong Zhen, Ying-Jun Du, Huan Xiong, Qiang Qiu, Cees Snoek, Ling Shao
2020 J jnl
Learning to Learn Variational Semantic Memory.
CoRR
Xiantong Zhen, Ying-Jun Du, Huan Xiong, Qiang Qiu, Cees G. M. Snoek, Ling Shao
2020 — conf
Learning to Learn with Variational Information Bottleneck for Domain Generalization.
ECCV (10)
Ying-Jun Du, Jun Xu, Huan Xiong, Qiang Qiu, Xiantong Zhen, Cees G. M. Snoek, Ling Shao
2020 J jnl
Learning to Learn with Variational Information Bottleneck for Domain Generalization.
CoRR
Ying-Jun Du, Jun Xu, Huan Xiong, Qiang Qiu, Xiantong Zhen, Cees G. M. Snoek, Ling Shao
2020 A conf
Model-Agnostic Metric for Zero-Shot Learning.
WACV
Jiayi Shen, Haochen Wang, Anran Zhang, Qiang Qiu, Xiantong Zhen, Xianbin Cao
2020 J jnl
The Structure Transfer Machine Theory and Applications.
IEEE Trans. Image Process.
Baochang Zhang, Wankou Yang, Ze Wang, Lian Zhuo, Jungong Han, Xiantong Zhen
2020 A* conf
Transductive Relation-Propagation Network for Few-shot Learning.
IJCAI
Yuqing Ma, Shihao Bai, Shan An, Wei Liu, Aishan Liu, Xiantong Zhen, Xianglong Liu
2020 A conf
Variational Image Deraining.
WACV
Ying-Jun Du, Jun Xu, Qiang Qiu, Xiantong Zhen, Lei Zhang
2020 B conf
You Only Need The Image: Unsupervised Few-Shot Semantic Segmentation With Co-Guidance Network.
ICIP
Haochen Wang, Yandan Yang, Xiaolong Jiang, Xianbin Cao, Xiantong Zhen
2019 J jnl
Attentional Information Fusion Networks for Cross-Scene Power Line Detection.
IEEE Geosci. Remote. Sens. Lett.
Yan Li, Zehao Xiao, Xiantong Zhen, Xianbin Cao
2019 A* conf
Attentional Neural Fields for Crowd Counting.
ICCV
Anran Zhang, Lei Yue, Jiayi Shen, Fan Zhu, Xiantong Zhen, Xianbin Cao, Ling Shao
2019 A* conf
Attentive Temporal Pyramid Network for Dynamic Scene Classification.
AAAI
Yuanjun Huang, Xianbin Cao, Xiantong Zhen, Jungong Han
2019 J jnl
Cosine Activation in Compact Network (CACN): Application to Scene Classification.
IEEE Access
Lei Zhang, Xin Li, Zhiping Jian, Wei Zhang, Xiantong Zhen
2019 J jnl
Crowd Counting and Density Estimation by Trellis Encoder-Decoder Network.
CoRR
Xiaolong Jiang, Zehao Xiao, Baochang Zhang, Xiantong Zhen, Xianbin Cao, David S. Doermann, Ling Shao
2019 A* conf
Crowd Counting and Density Estimation by Trellis Encoder-Decoder Networks.
CVPR
Xiaolong Jiang, Zehao Xiao, Baochang Zhang, Xiantong Zhen, Xianbin Cao, David S. Doermann, Ling Shao
2019 J jnl
Deep Ensemble Machine for Video Classification.
IEEE Trans. Neural Networks Learn. Syst.
Jiewan Zheng, Xianbin Cao, Baochang Zhang, Xiantong Zhen, Xiangbo Su
2019 J jnl
Gaussian Transfer Convolutional Neural Networks.
IEEE Trans. Emerg. Top. Comput. Intell.
Hongren Wang, Ce Li, Xiantong Zhen, Wankou Yang, Baochang Zhang
2019 J jnl
Glance and Stare: Trapping Flying Birds in Aerial Videos by Adaptive Deep Spatio-Temporal Features.
IEEE Trans. Circuits Syst. Video Technol.
Shuman Tian, Xianbin Cao, Yan Li, Xiantong Zhen, Baochang Zhang
2019 J jnl
Graph Neural Based End-to-end Data Association Framework for Online Multiple-Object Tracking.
CoRR
Xiaolong Jiang, Peizhao Li, Yanjing Li, Xiantong Zhen
2019 J jnl
Learning Match Kernels on Grassmann Manifolds for Action Recognition.
IEEE Trans. Image Process.
Lei Zhang, Xiantong Zhen, Ling Shao, Jingkuan Song
2019 B conf
Learning the Set Graphs: Image-Set Classification Using Sparse Graph Convolutional Networks.
ICIP
Haoliang Sun, Xiantong Zhen, Yilong Yin
2019 J jnl
Long-Short-Term Features for Dynamic Scene Classification.
IEEE Trans. Circuits Syst. Video Technol.
Yuanjun Huang, Xianbin Cao, Qi Wang, Baochang Zhang, Xiantong Zhen, Xuelong Li
2019 A conf
Model-Free Tracking With Deep Appearance and Motion Features Integration.
WACV
Xiaolong Jiang, Peizhao Li, Xiantong Zhen, Xianbin Cao
2019 A conf
Multi-Scale Aggregation Network for Direct Face Alignment.
WACV
Peizhao Li, Anran Zhang, Lei Yue, Xiantong Zhen, Xianbin Cao
2019 A* conf
Relational Attention Network for Crowd Counting.
ICCV
Anran Zhang, Jiayi Shen, Zehao Xiao, Fan Zhu, Xiantong Zhen, Xianbin Cao, Ling Shao
2019 A conf
Starts Better and Ends Better: A Target Adaptive Image Signature Tracker.
WACV
Xingchao Liu, Ce Li, Hongren Wang, Xiantong Zhen, Baochang Zhang, Qixiang Ye
2019 B conf
Two-Stream Multi-Task Network for Fashion Recognition.
ICIP
Peizhao Li, Yanjing Li, Xiaolong Jiang, Xiantong Zhen
2019 J jnl
Two-Stream Multi-Task Network for Fashion Recognition.
CoRR
Peizhao Li, Yanjing Li, Xiaolong Jiang, Xiantong Zhen
2018 A conf
Attentional Alignment Networks.
BMVC
Lei Yue, Xin Miao, Pengbo Wang, Baochang Zhang, Xiantong Zhen, Xianbin Cao
2018 J jnl
Cognitive Assessment Prediction in Alzheimer's Disease by Multi-Layer Multi-Target Regression.
Neuroinformatics
Xiaoqian Wang, Xiantong Zhen, Quanzheng Li, Dinggang Shen, Heng Huang
2018 A conf
Deep Collaborative Tracking Networks.
BMVC
Xiaolong Jiang, Xiantong Zhen, Baochang Zhang, Jian Yang, Xianbin Cao
2018 J jnl
Deep appearance and motion learning for egocentric activity recognition.
Neurocomputing
Xuanhan Wang, Lianli Gao, Jingkuan Song, Xiantong Zhen, Nicu Sebe, Heng Tao Shen
2018 A* conf
Direct Shape Regression Networks for End-to-End Face Alignment.
CVPR
Xin Miao, Xiantong Zhen, Xianglong Liu, Cheng Deng, Vassilis Athitsos, Heng Huang
2018 A conf
In Defense of Single-column Networks for Crowd Counting.
BMVC
Ze Wang, Zehao Xiao, Kai Xie, Qiang Qiu, Xiantong Zhen, Xianbin Cao
2018 J jnl
In Defense of Single-column Networks for Crowd Counting.
CoRR
Ze Wang, Zehao Xiao, Kai Xie, Qiang Qiu, Xiantong Zhen, Xianbin Cao
2018 J jnl
Model-free Tracking with Deep Appearance and Motion Features Integration.
CoRR
Xiaolong Jiang, Peizhao Li, Xiantong Zhen, Xianbin Cao
2018 J jnl
Multi-Stream Convolutional Neural Network for SAR Automatic Target Recognition.
Remote. Sens.
Pengfei Zhao, Kai Liu, Hao Zou, Xiantong Zhen
2018 J jnl
Multi-Target Regression via Robust Low-Rank Learning.
IEEE Trans. Pattern Anal. Mach. Intell.
Xiantong Zhen, Mengyang Yu, Xiaofei He, Shuo Li
2018 J jnl
Multitarget Sparse Latent Regression.
IEEE Trans. Neural Networks Learn. Syst.
Xiantong Zhen, Mengyang Yu, Feng Zheng, Ilanit Ben Nachum, Mousumi Bhaduri, David T. Laidley, Shuo Li
2018 Misc conf
Spatial Ensemble Kernel Learning for Scene Classification.
ICASSP
Lei Zhang, Xiantong Zhen, Qiujing Zhang
2018 J jnl
The Structure Transfer Machine Theory and Applications.
CoRR
Baochang Zhang, Lian Zhuo, Ze Wang, Jungong Han, Xiantong Zhen
2017 J jnl
Descriptor Learning via Supervised Manifold Regularization for Multioutput Regression.
IEEE Trans. Neural Networks Learn. Syst.
Xiantong Zhen, Mengyang Yu, Ali Islam, Mousumi Bhaduri, Ian Chan, Shuo Li
2017 — conf
Direct Estimation of Spinal Cobb Angles by Structured Multi-output Regression.
IPMI
Haoliang Sun, Xiantong Zhen, Chris Bailey, Parham Rasoulinejad, Yilong Yin, Shuo Li
2017 J jnl
Direct and simultaneous estimation of cardiac four chamber volumes by multioutput sparse regression.
Medical Image Anal.
Xiantong Zhen, Heye Zhang, Ali Islam, Mousumi Bhaduri, Ian Chan, Shuo Li
2017 A* conf
Learning Deep Match Kernels for Image-Set Classification.
CVPR
Haoliang Sun, Xiantong Zhen, Yuanjie Zheng, Gongping Yang, Yilong Yin, Shuo Li
2017 B conf
Learning discriminant grassmann kernels for image-set classification.
ICIP
Lei Zhang, Wenhui Liu, Xuezhi Xiang, Yan Sun, Xiantong Zhen
2017 J jnl
Real-time visual tracking based on improved perceptual hashing.
Multim. Tools Appl.
Mengjuan Fei, Zhaojie Ju, Xiantong Zhen, Jing Li
2017 Misc conf
Realistic human action recognition: When CNNS meet LDS.
ICASSP
Lei Zhang, Yangyang Feng, Xuezhi Xiang, Xiantong Zhen
2017 J jnl
Supervised Local Descriptor Learning for Human Action Recognition.
IEEE Trans. Multim.
Xiantong Zhen, Feng Zheng, Ling Shao, Xianbin Cao, Dan Xu
2016 J jnl
Action recognition via spatio-temporal local features: A comprehensive study.
Image Vis. Comput.
Xiantong Zhen, Ling Shao
2016 J jnl
Handcrafted vs. learned representations for human action recognition.
Image Vis. Comput.
Xiantong Zhen, Ling Shao, Stephen J. Maybank, Rama Chellappa
2016 J jnl
Local Feature Discriminant Projection.
IEEE Trans. Pattern Anal. Mach. Intell.
Mengyang Yu, Ling Shao, Xiantong Zhen, Xiaofei He
2016 J jnl
Multi-scale deep networks and regression forests for direct bi-ventricular volume estimation.
Medical Image Anal.
Xiantong Zhen, Zhijie Wang, Ali Islam, Mousumi Bhaduri, Ian Chan, Shuo Li
2016 — conf
Multi-task Shape Regression for Medical Image Segmentation.
MICCAI (3)
Xiantong Zhen, Yilong Yin, Mousumi Bhaduri, Ilanit Ben Nachum, David T. Laidley, Shuo Li
2016 Misc conf
Realistic human action recognition: When deep learning meets VLAD.
ICASSP
Lei Zhang, Yangyang Feng, Jiqing Han, Xiantong Zhen
2016 J jnl
Spatial and temporal scoring for egocentric video summarization.
Neurocomputing
Zhao Guo, Lianli Gao, Xiantong Zhen, Fuhao Zou, Fumin Shen, Kai Zheng
2016 Misc conf
Towards optimal vlad for human action recognition from still images.
ICASSP
Lei Zhang, Xiantong Zhen, Jiqing Han
2015 J jnl
Correction to "Regression Segmentation for M
IEEE Trans. Medical Imaging
Zhijie Wang, Xiantong Zhen, KengYeow Tay, Said Osman, Walter Romano, Shuo Li
2015 B conf
Dimensionality reduction by supervised locality analysis.
ICIP
Lei Zhang, Peipei Peng, Xuezhi Xiang, Xiantong Zhen
2015 — conf
Direct and Simultaneous Four-Chamber Volume Estimation by Multi-Output Regression.
MICCAI (1)
Xiantong Zhen, Ali Islam, Mousumi Bhaduri, Ian Chan, Shuo Li
2015 B conf
Direct volume estimation without segmentation.
Image Processing
Xiantong Zhen, Zhijie Wang, Ali Islam, Mousumi Bhaduri, Ian Chan, Shuo Li
2015 J jnl
Regression Segmentation for M
IEEE Trans. Medical Imaging
Zhijie Wang, Xiantong Zhen, KengYeow Tay, Said Osman, Walter Romano, Shuo Li
2015 A* conf
Supervised descriptor learning for multi-output regression.
CVPR
Xiantong Zhen, Zhijie Wang, Mengyang Yu, Shuo Li
2015 J jnl
Towards Direct Medical Image Analysis without Segmentation.
CoRR
Xiantong Zhen, Shuo Li
2014 B conf
A Performance Evaluation on Action Recognition with Local Features.
ICPR
Xiantong Zhen, Ling Shao
2014 J jnl
Action recognition by spatio-temporal oriented energies.
Inf. Sci.
Xiantong Zhen, Ling Shao, Xuelong Li
2014 — conf
Direct Estimation of Cardiac Bi-ventricular Volumes with Regression Forests.
MICCAI (2)
Xiantong Zhen, Zhijie Wang, Ali Islam, Mousumi Bhaduri, Ian Chan, Shuo Li
2014 A conf
Discriminative Embedding via Image-to-Class Distances.
BMVC
Xiantong Zhen, Ling Shao, Feng Zheng
2014 J jnl
Learning Object-to-Class Kernels for Scene Classification.
IEEE Trans. Image Process.
Lei Zhang, Xiantong Zhen, Ling Shao
2014 Misc conf
Learning semantic kernels for scene classification.
ICASSP
Lei Zhang, Xiantong Zhen, Jiqing Han, Xuezhi Xiang
2014 J jnl
Robust point pattern matching based on spectral context.
Pattern Recognit.
Jun Tang, Ling Shao, Xiantong Zhen
2014 J jnl
Spatio-Temporal Laplacian Pyramid Coding for Action Recognition.
IEEE Trans. Cybern.
Ling Shao, Xiantong Zhen, Dacheng Tao, Xuelong Li
2013 J jnl
A local descriptor based on Laplacian pyramid coding for action recognition.
Pattern Recognit. Lett.
Xiantong Zhen, Ling Shao
2013 J jnl
Combining appearance and structural features for human action recognition.
Neurocomputing
Dongjie Zhao, Ling Shao, Xiantong Zhen, Yan Liu
2013 B conf
Discriminative high-level representations for scene classification.
ICIP
Lei Zhang, Shouzhi Xie, Xiantong Zhen
2013 J jnl
Embedding Motion and Structure Features for Action Recognition.
IEEE Trans. Circuits Syst. Video Technol.
Xiantong Zhen, Ling Shao, Dacheng Tao, Xuelong Li
2013 — —
Feature extraction and representation for human action recognition.
Xiantong Zhen
2013 B conf
Human Action Retrieval via efficient feature matching.
AVSS
Jun Tang, Ling Shao, Xiantong Zhen
2013 J jnl
Learning Discriminative Key Poses for Action Recognition.
IEEE Trans. Cybern.
Li Liu, Ling Shao, Xiantong Zhen, Xuelong Li
2013 B conf
Recognizing actions via sparse coding on structure projection.
ICIP
Lei Zhang, Tao Wang, Xiantong Zhen
2013 B conf
Spatio-temporal steerable pyramid for human action recognition.
FG
Xiantong Zhen, Ling Shao
2013 Misc conf
Towards optimal object bank for scene classification.
ICASSP
Lei Zhang, Shouzhi Xie, Xiantong Zhen
2012 B conf
High order co-occurrence of visualwords for action recognition.
ICIP
Lei Zhang, Xiantong Zhen, Ling Shao
2011 J jnl
Human action representation using pyramid correlogram of oriented gradients on motion history images.
Int. J. Comput. Math.
Ling Shao, Xiantong Zhen, Yan Liu, Ling Ji