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Unsupervised Dense Retrieval Deserves Better Positive Pairs: Scalable Augmentation with Query Extraction and Generation


Dec 17, 2022
Rui Meng, Ye Liu, Semih Yavuz, Divyansh Agarwal, Lifu Tu, Ning Yu, Jianguo Zhang, Meghana Bhat, Yingbo Zhou

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A Domain-specific Perceptual Metric via Contrastive Self-supervised Representation: Applications on Natural and Medical Images


Dec 03, 2022
Hongwei Bran Li, Chinmay Prabhakar, Suprosanna Shit, Johannes Paetzold, Tamaz Amiranashvili, Jianguo Zhang, Daniel Rueckert, Juan Eugenio Iglesias, Benedikt Wiestler, Bjoern Menze

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* under review 

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Rethinking Alignment and Uniformity in Unsupervised Image Semantic Segmentation


Nov 26, 2022
Daoan Zhang, Chenming Li, Haoquan Li, Wenjian Huang, Lingyun Huang, Jianguo Zhang

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* AAAI23 

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Partial Least Square Regression via Three-factor SVD-type Manifold Optimization for EEG Decoding


Aug 15, 2022
Wanguang Yin, Zhichao Liang, Jianguo Zhang, Quanying Liu

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Domain-Adaptive 3D Medical Image Synthesis: An Efficient Unsupervised Approach


Jul 02, 2022
Qingqiao Hu, Hongwei Li, Jianguo Zhang

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* camera-ready version in MICCAI 2022 

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Sparse Local Patch Transformer for Robust Face Alignment and Landmarks Inherent Relation Learning


Mar 26, 2022
Jiahao Xia, Weiwei qu, Wenjian Huang, Jianguo Zhang, Xi Wang, Min Xu

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* Accepted to CVPR2022 

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Detect Faces Efficiently: A Survey and Evaluations


Dec 03, 2021
Yuantao Feng, Shiqi Yu, Hanyang Peng, Yan-Ran Li, Jianguo Zhang

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Few-Shot Intent Detection via Contrastive Pre-Training and Fine-Tuning


Sep 13, 2021
Jianguo Zhang, Trung Bui, Seunghyun Yoon, Xiang Chen, Zhiwei Liu, Congying Xia, Quan Hung Tran, Walter Chang, Philip Yu

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* Accepted by EMNLP 2021 main conference 

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Imbalance-Aware Self-Supervised Learning for 3D Radiomic Representations


Mar 06, 2021
Hongwei Li, Fei-Fei Xue, Krishna Chaitanya, Shengda Liu, Ivan Ezhov, Benedikt Wiestler, Jianguo Zhang, Bjoern Menze

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