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Panoptic-PHNet: Towards Real-Time and High-Precision LiDAR Panoptic Segmentation via Clustering Pseudo Heatmap



Jinke Li , Xiao He , Yang Wen , Yuan Gao , Xiaoqiang Cheng , Dan Zhang


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Contrastive Learning of Subject-Invariant EEG Representations for Cross-Subject Emotion Recognition



Xinke Shen , Xianggen Liu , Xin Hu , Dan Zhang , Sen Song

* 17 pages, 14 figures, journal paper 

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BridgeNet: A Joint Learning Network of Depth Map Super-Resolution and Monocular Depth Estimation



Qi Tang , Runmin Cong , Ronghui Sheng , Lingzhi He , Dan Zhang , Yao Zhao , Sam Kwong

* 10 pages, 7 figures, Accepted by ACM MM 2021 

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A Full-stack Accelerator Search Technique for Vision Applications



Dan Zhang , Safeen Huda , Ebrahim Songhori , Quoc Le , Anna Goldie , Azalia Mirhoseini


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Annotating Columns with Pre-trained Language Models



Yoshihiko Suhara , Jinfeng Li , Yuliang Li , Dan Zhang , Çağatay Demiralp , Chen Chen , Wang-Chiew Tan


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MITNet: GAN Enhanced Magnetic Induction Tomography Based on Complex CNN



Zuohui Chen , Qing Yuan , Xujie Song , Cheng Chen , Dan Zhang , Yun Xiang , Ruigang Liu , Qi Xuan


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You Only Need Adversarial Supervision for Semantic Image Synthesis



Vadim Sushko , Edgar Schönfeld , Dan Zhang , Juergen Gall , Bernt Schiele , Anna Khoreva


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Understanding Anomaly Detection with Deep Invertible Networks through Hierarchies of Distributions and Features



Robin Tibor Schirrmeister , Yuxuan Zhou , Tonio Ball , Dan Zhang


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Multi-Class Uncertainty Calibration via Mutual Information Maximization-based Binning



Kanil Patel , William Beluch , Bin Yang , Michael Pfeiffer , Dan Zhang


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