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Han Hu

University of Toronto

Semi-Supervised Adversarial Recognition of Refined Window Structures for Inverse Procedural Façade Modeling


Jan 22, 2022
Han Hu, Xinrong Liang, Yulin Ding, Qisen Shang, Bo Xu, Xuming Ge, Min Chen, Ruofei Zhong, Qing Zhu


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A Simple Baseline for Zero-shot Semantic Segmentation with Pre-trained Vision-language Model


Dec 29, 2021
Mengde Xu, Zheng Zhang, Fangyun Wei, Yutong Lin, Yue Cao, Han Hu, Xiang Bai


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FLSys: Toward an Open Ecosystem for Federated Learning Mobile Apps


Nov 21, 2021
Han Hu, Xiaopeng Jiang, Vijaya Datta Mayyuri, An Chen, Devu M. Shila, Adriaan Larmuseau, Ruoming Jin, Cristian Borcea, NhatHai Phan

* The first two authors contributed equally to this work 

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SimMIM: A Simple Framework for Masked Image Modeling


Nov 18, 2021
Zhenda Xie, Zheng Zhang, Yue Cao, Yutong Lin, Jianmin Bao, Zhuliang Yao, Qi Dai, Han Hu


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Swin Transformer V2: Scaling Up Capacity and Resolution


Nov 18, 2021
Ze Liu, Han Hu, Yutong Lin, Zhuliang Yao, Zhenda Xie, Yixuan Wei, Jia Ning, Yue Cao, Zheng Zhang, Li Dong, Furu Wei, Baining Guo


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FLSys: Toward an Open Ecosystem for FederatedLearning Mobile Apps


Nov 17, 2021
Han Hu, Xiaopeng Jiang, Vijaya Datta Mayyuri, An Chen, Devu M. Shila, Adriaan Larmuseau, Ruoming Jin, Cristian Borcea, NhatHai Phan

* The first two authors contributed equally to this work 

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Bootstrap Your Object Detector via Mixed Training


Nov 04, 2021
Mengde Xu, Zheng Zhang, Fangyun Wei, Yutong Lin, Yue Cao, Stephen Lin, Han Hu, Xiang Bai

* NeurIPS 2021, Spotlight 

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Spatial Constraint Generation for Motion Planning in Dynamic Environments


Oct 27, 2021
Han Hu, Peyman Yadmellat

* This is the author's version of the paper that's accepted by IROS2021 

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Semi-Supervised Semantic Segmentation via Adaptive Equalization Learning


Oct 11, 2021
Hanzhe Hu, Fangyun Wei, Han Hu, Qiwei Ye, Jinshi Cui, Liwei Wang

* Accepted by NeurIPS 2021 (spotlight). Code is available at https://github.com/hzhupku/SemiSeg-AEL 

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Meta-learning an Intermediate Representation for Few-shot Block-wise Prediction of Landslide Susceptibility


Oct 03, 2021
Li Chen, Yulin Ding, Han Hu, Qing Zhu, Haowei Zeng, Haojia Yu, Qisen Shang, Yongfei Song


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Video Swin Transformer


Jun 24, 2021
Ze Liu, Jia Ning, Yue Cao, Yixuan Wei, Zheng Zhang, Stephen Lin, Han Hu


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End-to-End Semi-Supervised Object Detection with Soft Teacher


Jun 17, 2021
Mengde Xu, Zheng Zhang, Han Hu, Jianfeng Wang, Lijuan Wang, Fangyun Wei, Xiang Bai, Zicheng Liu


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Aligning Pretraining for Detection via Object-Level Contrastive Learning


Jun 04, 2021
Fangyun Wei, Yue Gao, Zhirong Wu, Han Hu, Stephen Lin


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TENSILE: A Tensor granularity dynamic GPU memory scheduler method towards multiple dynamic workloads system


May 28, 2021
Kaixin Zhang, Hongzhi Wang, Tongxin Li, Han Hu, Jiye Qiu, Songling Zou


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Breaking Shortcut: Exploring Fully Convolutional Cycle-Consistency for Video Correspondence Learning


May 12, 2021
Yansong Tang, Zhenyu Jiang, Zhenda Xie, Yue Cao, Zheng Zhang, Philip H. S. Torr, Han Hu

* Technical report 

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Self-Supervised Learning with Swin Transformers


May 11, 2021
Zhenda Xie, Yutong Lin, Zhuliang Yao, Zheng Zhang, Qi Dai, Yue Cao, Han Hu


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Group-Free 3D Object Detection via Transformers


Apr 23, 2021
Ze Liu, Zheng Zhang, Yue Cao, Han Hu, Xin Tong


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Capsule Network is Not More Robust than Convolutional Network


Mar 29, 2021
Jindong Gu, Volker Tresp, Han Hu

* IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021 

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Swin Transformer: Hierarchical Vision Transformer using Shifted Windows


Mar 25, 2021
Ze Liu, Yutong Lin, Yue Cao, Han Hu, Yixuan Wei, Zheng Zhang, Stephen Lin, Baining Guo

* The first 4 authors contribute equally 

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Boosting Adversarial Transferability through Enhanced Momentum


Mar 19, 2021
Xiaosen Wang, Jiadong Lin, Han Hu, Jingdong Wang, Kun He

* 13 pages 

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Robustness of on-device Models: Adversarial Attack to Deep Learning Models on Android Apps


Feb 04, 2021
Yujin Huang, Han Hu, Chunyang Chen

* Accepted to the 43rd International Conference on Software Engineering, Software Engineering in Practice Track. This is a preprint version, the copyright belongs to The Institute of Electrical and Electronics Engineers 

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Global Context Networks


Dec 24, 2020
Yue Cao, Jiarui Xu, Stephen Lin, Fangyun Wei, Han Hu

* To appear in TPAMI. Full version of GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond (arXiv:1904.11492) 

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Depth-Enhanced Feature Pyramid Network for Occlusion-Aware Verification of Buildings from Oblique Images


Nov 26, 2020
Qing Zhu, Shengzhi Huang, Han Hu, Haifeng Li, Min Chen, Ruofei Zhong


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Structure-Aware Completion of Photogrammetric Meshes in Urban Road Environment


Nov 24, 2020
Qing Zhu, Qishen Shang, Han Hu, Haojia Yu, Ruofei Zhong


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Propagate Yourself: Exploring Pixel-Level Consistency for Unsupervised Visual Representation Learning


Nov 19, 2020
Zhenda Xie, Yutong Lin, Zheng Zhang, Yue Cao, Stephen Lin, Han Hu


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RelationNet++: Bridging Visual Representations for Object Detection via Transformer Decoder


Oct 29, 2020
Cheng Chi, Fangyun Wei, Han Hu

* NeurIPS2020 Spotlight 

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