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Yu Tian
ORCID
Publication Activity (10 Years)
Years Active: 2023-2024
Publications (10 Years): 22
Top Topics
Optic Nerve
Medical Image Segmentation
Semantic Segmentation
Anomaly Detection
Top Venues
CoRR
ICCV
Medical Image Anal.
ICLR
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Publications
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Min Shi
,
Yu Tian
,
Yan Luo
,
Tobias Elze
,
Mengyu Wang
RNFLT2Vec: Artifact-corrected representation learning for retinal nerve fiber layer thickness maps.
Medical Image Anal.
94 (2024)
Yuanhong Chen
,
Yuyuan Liu
,
Chong Wang
,
Michael Elliott
,
Chun Fung Kwok
,
Carlos A. Peña-Solórzano
,
Yu Tian
,
Fengbei Liu
,
Helen Frazer
,
Davis J. McCarthy
,
Gustavo Carneiro
BRAIxDet: Learning to detect malignant breast lesion with incomplete annotations.
Medical Image Anal.
96 (2024)
Yu Tian
,
Congcong Wen
,
Min Shi
,
Muhammad Muneeb Afzal
,
Hao Huang
,
Muhammad Osama Khan
,
Yan Luo
,
Yi Fang
,
Mengyu Wang
FairDomain: Achieving Fairness in Cross-Domain Medical Image Segmentation and Classification.
CoRR
(2024)
Jinan Zou
,
Maihao Guo
,
Yu Tian
,
Yuhao Lin
,
Haiyao Cao
,
Lingqiao Liu
,
Ehsan Abbasnejad
,
Javen Qinfeng Shi
Semantic Role Labeling Guided Out-of-distribution Detection.
LREC/COLING
(2024)
Hu Wang
,
Congbo Ma
,
Yuyuan Liu
,
Yuanhong Chen
,
Yu Tian
,
Jodie Avery
,
Louise Hull
,
Gustavo Carneiro
Enhancing Multi-modal Learning: Meta-learned Cross-modal Knowledge Distillation for Handling Missing Modalities.
CoRR
(2024)
Yan Luo
,
Yu Tian
,
Min Shi
,
Louis R. Pasquale
,
Lucy Q. Shen
,
Nazlee Zebardast
,
Tobias Elze
,
Mengyu Wang
Harvard Glaucoma Fairness: A Retinal Nerve Disease Dataset for Fairness Learning and Fair Identity Normalization.
IEEE Trans. Medical Imaging
43 (7) (2024)
Yan Luo
,
Min Shi
,
Muhammad Osama Khan
,
Muhammad Muneeb Afzal
,
Hao Huang
,
Shuaihang Yuan
,
Yu Tian
,
Luo Song
,
Ava Kouhana
,
Tobias Elze
,
Yi Fang
,
Mengyu Wang
FairCLIP: Harnessing Fairness in Vision-Language Learning.
CoRR
(2024)
Qihang Zhou
,
Guansong Pang
,
Yu Tian
,
Shibo He
,
Jiming Chen
AnomalyCLIP: Object-agnostic Prompt Learning for Zero-shot Anomaly Detection.
ICLR
(2024)
Yu Tian
,
Min Shi
,
Yan Luo
,
Ava Kouhana
,
Tobias Elze
,
Mengyu Wang
FairSeg: A Large-Scale Medical Image Segmentation Dataset for Fairness Learning Using Segment Anything Model with Fair Error-Bound Scaling.
ICLR
(2024)
Yuanhong Chen
,
Fengbei Liu
,
Hu Wang
,
Chong Wang
,
Yuyuan Liu
,
Yu Tian
,
Gustavo Carneiro
BoMD: Bag of Multi-label Descriptors for Noisy Chest X-ray Classification.
ICCV
(2023)
Min Shi
,
Anagha Lokhande
,
Mojtaba Sedigh Fazli
,
Vishal Sharma
,
Yu Tian
,
Yan Luo
,
Louis R. Pasquale
,
Tobias Elze
,
Michael V. Boland
,
Nazlee Zebardast
,
David S. Friedman
,
Lucy Q. Shen
,
Mengyu Wang
Artifact-Tolerant Clustering-Guided Contrastive Embedding Learning for Ophthalmic Images in Glaucoma.
IEEE J. Biomed. Health Informatics
27 (9) (2023)
Yan Luo
,
Yu Tian
,
Min Shi
,
Tobias Elze
,
Mengyu Wang
Harvard Glaucoma Fairness: A Retinal Nerve Disease Dataset for Fairness Learning and Fair Identity Normalization.
CoRR
(2023)
Qihang Zhou
,
Guansong Pang
,
Yu Tian
,
Shibo He
,
Jiming Chen
AnomalyCLIP: Object-agnostic Prompt Learning for Zero-shot Anomaly Detection.
CoRR
(2023)
Jiawen Zhu
,
Choubo Ding
,
Yu Tian
,
Guansong Pang
Anomaly Heterogeneity Learning for Open-set Supervised Anomaly Detection.
CoRR
(2023)
Yu Tian
,
Guansong Pang
,
Yuyuan Liu
,
Chong Wang
,
Yuanhong Chen
,
Fengbei Liu
,
Rajvinder Singh
,
Johan W. Verjans
,
Mengyu Wang
,
Gustavo Carneiro
Unsupervised Anomaly Detection in Medical Images with a Memory-Augmented Multi-level Cross-Attentional Masked Autoencoder.
MLMI@MICCAI (2)
(2023)
Yuyuan Liu
,
Choubo Ding
,
Yu Tian
,
Guansong Pang
,
Vasileios Belagiannis
,
Ian D. Reid
,
Gustavo Carneiro
Residual Pattern Learning for Pixel-wise Out-of-Distribution Detection in Semantic Segmentation.
ICCV
(2023)
Yan Luo
,
Min Shi
,
Yu Tian
,
Tobias Elze
,
Mengyu Wang
Harvard Glaucoma Detection and Progression: A Multimodal Multitask Dataset and Generalization-Reinforced Semi-Supervised Learning.
CoRR
(2023)
Yu Tian
,
Min Shi
,
Yan Luo
,
Ava Kouhana
,
Tobias Elze
,
Mengyu Wang
FairSeg: A Large-scale Medical Image Segmentation Dataset for Fairness Learning with Fair Error-Bound Scaling.
CoRR
(2023)
Chong Wang
,
Yuyuan Liu
,
Yuanhong Chen
,
Fengbei Liu
,
Yu Tian
,
Davis J. McCarthy
,
Helen Frazer
,
Gustavo Carneiro
Learning Support and Trivial Prototypes for Interpretable Image Classification.
ICCV
(2023)
Yan Luo
,
Yu Tian
,
Min Shi
,
Tobias Elze
,
Mengyu Wang
Harvard Eye Fairness: A Large-Scale 3D Imaging Dataset for Equitable Eye Diseases Screening and Fair Identity Scaling.
CoRR
(2023)
Yu Tian
,
Fengbei Liu
,
Guansong Pang
,
Yuanhong Chen
,
Yuyuan Liu
,
Johan W. Verjans
,
Rajvinder Singh
,
Gustavo Carneiro
Self-supervised pseudo multi-class pre-training for unsupervised anomaly detection and segmentation in medical images.
Medical Image Anal.
90 (2023)
Yan Luo
,
Min Shi
,
Yu Tian
,
Tobias Elze
,
Mengyu Wang
Harvard Glaucoma Detection and Progression: A Multimodal Multitask Dataset and Generalization-Reinforced Semi-Supervised Learning.
ICCV
(2023)