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Joint-DetNAS: Upgrade Your Detector with NAS, Pruning and Dynamic Distillation


May 27, 2021
Lewei Yao, Renjie Pi, Hang Xu, Wei Zhang, Zhenguo Li, Tong Zhang

* Accepted by CVPR 2021 

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TransNAS-Bench-101: Improving Transferability and Generalizability of Cross-Task Neural Architecture Search


May 25, 2021
Yawen Duan, Xin Chen, Hang Xu, Zewei Chen, Xiaodan Liang, Tong Zhang, Zhenguo Li

* Published at CVPR 2021. 8 pages main paper, 13 pages in total 

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BWCP: Probabilistic Learning-to-Prune Channels for ConvNets via Batch Whitening


May 13, 2021
Wenqi Shao, Hang Yu, Zhaoyang Zhang, Hang Xu, Zhenguo Li, Ping Luo

* 19 pages, 7 figures, 6 tables 

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Effective Sparsification of Neural Networks with Global Sparsity Constraint


May 03, 2021
Xiao Zhou, Weizhong Zhang, Hang Xu, Tong Zhang


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Unsupervised Pretraining for Object Detection by Patch Reidentification


Mar 08, 2021
Jian Ding, Enze Xie, Hang Xu, Chenhan Jiang, Zhenguo Li, Ping Luo, Gui-Song Xia


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SparseBERT: Rethinking the Importance Analysis in Self-attention


Feb 25, 2021
Han Shi, Jiahui Gao, Xiaozhe Ren, Hang Xu, Xiaodan Liang, Zhenguo Li, James T. Kwok


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Segmenting Transparent Object in the Wild with Transformer


Feb 23, 2021
Enze Xie, Wenjia Wang, Wenhai Wang, Peize Sun, Hang Xu, Ding Liang, Ping Luo

* Tech. Report 

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L2E: Learning to Exploit Your Opponent


Feb 18, 2021
Zhe Wu, Kai Li, Enmin Zhao, Hang Xu, Meng Zhang, Haobo Fu, Bo An, Junliang Xing


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DetCo: Unsupervised Contrastive Learning for Object Detection


Feb 09, 2021
Enze Xie, Jian Ding, Wenhai Wang, Xiaohang Zhan, Hang Xu, Zhenguo Li, Ping Luo


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Loss Function Discovery for Object Detection via Convergence-Simulation Driven Search


Feb 09, 2021
Peidong Liu, Gengwei Zhang, Bochao Wang, Hang Xu, Xiaodan Liang, Yong Jiang, Zhenguo Li

* Accepted by ICLR2021 Poster 

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DeepReduce: A Sparse-tensor Communication Framework for Distributed Deep Learning


Feb 05, 2021
Kelly Kostopoulou, Hang Xu, Aritra Dutta, Xin Li, Alexandros Ntoulas, Panos Kalnis


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Trans2Seg: Transparent Object Segmentation with Transformer


Jan 23, 2021
Enze Xie, Wenjia Wang, Wenhai Wang, Peize Sun, Hang Xu, Ding Liang, Ping Luo

* Tech. Report 

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OpenHoldem: An Open Toolkit for Large-Scale Imperfect-Information Game Research


Dec 19, 2020
Kai Li, Hang Xu, Meng Zhang, Enmin Zhao, Zhe Wu, Junliang Xing, Kaiqi Huang


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Ada-Segment: Automated Multi-loss Adaptation for Panoptic Segmentation


Dec 07, 2020
Gengwei Zhang, Yiming Gao, Hang Xu, Hao Zhang, Zhenguo Li, Xiaodan Liang

* Accepted by AAAI2021 

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VEGA: Towards an End-to-End Configurable AutoML Pipeline


Nov 05, 2020
Bochao Wang, Hang Xu, Jiajin Zhang, Chen Chen, Xiaozhi Fang, Ning Kang, Lanqing Hong, Wei Zhang, Yong Li, Zhicheng Liu, Zhenguo Li, Wenzhi Liu, Tong Zhang

* AutoML pipeline. Code is open-sourced at https://github.com/huawei-noah/vega 

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Auto-Panoptic: Cooperative Multi-Component Architecture Search for Panoptic Segmentation


Oct 30, 2020
Yangxin Wu, Gengwei Zhang, Hang Xu, Xiaodan Liang, Liang Lin

* NeurIPS2020 

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Driver Anomaly Detection: A Dataset and Contrastive Learning Approach


Sep 30, 2020
Okan Köpüklü, Jiapeng Zheng, Hang Xu, Gerhard Rigoll


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CurveLane-NAS: Unifying Lane-Sensitive Architecture Search and Adaptive Point Blending


Jul 23, 2020
Hang Xu, Shaoju Wang, Xinyue Cai, Wei Zhang, Xiaodan Liang, Zhenguo Li

* Accepted by ECCV2020 

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CATCH: Context-based Meta Reinforcement Learning for Transferrable Architecture Search


Jul 22, 2020
Xin Chen, Yawen Duan, Zewei Chen, Hang Xu, Zihao Chen, Xiaodan Liang, Tong Zhang, Zhenguo Li

* Published at ECCV2020 

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AABO: Adaptive Anchor Box Optimization for Object Detection via Bayesian Sub-sampling


Jul 18, 2020
Wenshuo Ma, Tingzhong Tian, Hang Xu, Yimin Huang, Zhenguo Li

* Accepted by ECCV 2020 (spotlight) 

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JGR-P2O: Joint Graph Reasoning based Pixel-to-Offset Prediction Network for 3D Hand Pose Estimation from a Single Depth Image


Jul 10, 2020
Linpu Fang, Xingyan Liu, Li Liu, Hang Xu, Wenxiong Kang

* Accepted by ECCV2020 as a Spotlight paper 

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ElixirNet: Relation-aware Network Architecture Adaptation for Medical Lesion Detection


Mar 03, 2020
Chenhan Jiang, Shaoju Wang, Hang Xu, Xiaodan Liang, Nong Xiao

* 7 pages, 5 figure, AAAI2020 

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EHSOD: CAM-Guided End-to-end Hybrid-Supervised Object Detection with Cascade Refinement


Feb 18, 2020
Linpu Fang, Hang Xu, Zhili Liu, Sarah Parisot, Zhenguo Li

* Accepted by AAAI20 

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Universal-RCNN: Universal Object Detector via Transferable Graph R-CNN


Feb 18, 2020
Hang Xu, Linpu Fang, Xiaodan Liang, Wenxiong Kang, Zhenguo Li

* Accepted by AAAI20 

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SM-NAS: Structural-to-Modular Neural Architecture Search for Object Detection


Nov 30, 2019
Lewei Yao, Hang Xu, Wei Zhang, Xiaodan Liang, Zhenguo Li

* Accepted by AAAI 2020 

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