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An Improved Single Step Non-autoregressive Transformer for Automatic Speech Recognition


Jul 22, 2021
Ruchao Fan, Wei Chu, Peng Chang, Jing Xiao, Abeer Alwan

* Accepted to Interspeech2021 

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Speech2Video: Cross-Modal Distillation for Speech to Video Generation


Jul 10, 2021
Shijing Si, Jianzong Wang, Xiaoyang Qu, Ning Cheng, Wenqi Wei, Xinghua Zhu, Jing Xiao

* Accepted by InterSpeech2021 

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Variational Information Bottleneck for Effective Low-resource Audio Classification


Jul 10, 2021
Shijing Si, Jianzong Wang, Huiming Sun, Jianhan Wu, Chuanyao Zhang, Xiaoyang Qu, Ning Cheng, Lei Chen, Jing Xiao

* Accepted by InterSpeech 2021 

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Loss Prediction: End-to-End Active Learning Approach For Speech Recognition


Jul 09, 2021
Jian Luo, Jianzong Wang, Ning Cheng, Jing Xiao

* Accepted to IJCNN 2021 

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Dropout Regularization for Self-Supervised Learning of Transformer Encoder Speech Representation


Jul 09, 2021
Jian Luo, Jianzong Wang, Ning Cheng, Jing Xiao

* will be presented in INTERSPEECH 2021 

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Federated Learning with Dynamic Transformer for Text to Speech


Jul 09, 2021
Zhenhou Hong, Jianzong Wang, Xiaoyang Qu, Jie Liu, Chendong Zhao, Jing Xiao

* 5 pages, accepted to INTERSPEECH 2021 

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Lesion Segmentation and RECIST Diameter Prediction via Click-driven Attention and Dual-path Connection


May 05, 2021
Youbao Tang, Ke Yan, Jinzheng Cai, Lingyun Huang, Guotong Xie, Jing Xiao, Jingjing Lu, Gigin Lin, Le Lu


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Weakly-Supervised Universal Lesion Segmentation with Regional Level Set Loss


May 03, 2021
Youbao Tang, Jinzheng Cai, Ke Yan, Lingyun Huang, Guotong Xie, Jing Xiao, Jingjing Lu, Gigin Lin, Le Lu


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Scalable Semi-supervised Landmark Localization for X-ray Images using Few-shot Deep Adaptive Graph


Apr 29, 2021
Xiao-Yun Zhou, Bolin Lai, Weijian Li, Yirui Wang, Kang Zheng, Fakai Wang, Chihung Lin, Le Lu, Lingyun Huang, Mei Han, Guotong Xie, Jing Xiao, Kuo Chang-Fu, Adam Harrison, Shun Miao

* 10 pages 

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Learning from Subjective Ratings Using Auto-Decoded Deep Latent Embeddings


Apr 16, 2021
Bowen Li, Xinping Ren, Ke Yan, Le Lu, Guotong Xie, Jing Xiao, Dar-In Tai, Adam P. Harrison

* Main body includes 10 pages and 3 figures 

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An Alignment-Agnostic Model for Chinese Text Error Correction


Apr 15, 2021
Liying Zheng, Yue Deng, Weishun Song, Liang Xu, Jing Xiao


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Deep Implicit Statistical Shape Models for 3D Medical Image Delineation


Apr 07, 2021
Ashwin Raju, Shun Miao, Chi-Tung Cheng, Le Lu, Mei Han, Jing Xiao, Chien-Hung Liao, Junzhou Huang, Adam P. Harrison


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Opportunistic Screening of Osteoporosis Using Plain Film Chest X-ray


Apr 05, 2021
Fakai Wang, Kang Zheng, Yirui Wang, Xiaoyun Zhou, Le Lu, Jing Xiao, Min Wu, Chang-Fu Kuo, Shun Miao


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Semi-Supervised Learning for Bone Mineral Density Estimation in Hip X-ray Images


Mar 24, 2021
Kang Zheng, Yirui Wang, Xiaoyun Zhou, Fakai Wang, Le Lu, Chihung Lin, Lingyun Huang, Guotong Xie, Jing Xiao, Chang-Fu Kuo, Shun Miao


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Hetero-Modal Learning and Expansive Consistency Constraints for Semi-Supervised Detection from Multi-Sequence Data


Mar 24, 2021
Bolin Lai, Yuhsuan Wu, Xiao-Yun Zhou, Peng Wang, Le Lu, Lingyun Huang, Mei Han, Jing Xiao, Heping Hu, Adam P. Harrison

* 13 pages 

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Sequential Learning on Liver Tumor Boundary Semantics and Prognostic Biomarker Mining


Mar 09, 2021
Jieneng Chen, Ke Yan, Yu-Dong Zhang, Youbao Tang, Xun Xu, Shuwen Sun, Qiuping Liu, Lingyun Huang, Jing Xiao, Alan L. Yuille, Ya Zhang, Le Lu


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Efficient Client Contribution Evaluation for Horizontal Federated Learning


Feb 26, 2021
Jie Zhao, Xinghua Zhu, Jianzong Wang, Jing Xiao

* Accepted to ICASSP 2021 

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A Quantitative Metric for Privacy Leakage in Federated Learning


Feb 24, 2021
Yong Liu, Xinghua Zhu, Jianzong Wang, Jing Xiao

* Accepted to ICASSP 2021 

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Enhancing Data-Free Adversarial Distillation with Activation Regularization and Virtual Interpolation


Feb 23, 2021
Xiaoyang Qu, Jianzong Wang, Jing Xiao

* Accepted to ICASSP 2021 

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Unidirectional Memory-Self-Attention Transducer for Online Speech Recognition


Feb 23, 2021
Jian Luo, Jianzong Wang, Ning Cheng, Jing Xiao

* Accepted to ICASSP 2021 

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Joint Intent Detection And Slot Filling Based on Continual Learning Model


Feb 22, 2021
Yanfei Hui, Jianzong Wang, Ning Cheng, Fengying Yu, Tianbo Wu, Jing Xiao

* Accepted to ICASSP 2021 

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LVCNet: Efficient Condition-Dependent Modeling Network for Waveform Generation


Feb 22, 2021
Zhen Zeng, Jianzong Wang, Ning Cheng, Jing Xiao

* Accepted to ICASSP 2021. arXiv admin note: text overlap with arXiv:2012.01684 

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NVAE-GAN Based Approach for Unsupervised Time Series Anomaly Detection


Jan 08, 2021
Liang Xu, Liying Zheng, Weijun Li, Zhenbo Chen, Weishun Song, Yue Deng, Yongzhe Chang, Jing Xiao, Bo Yuan


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A New Window Loss Function for Bone Fracture Detection and Localization in X-ray Images with Point-based Annotation


Jan 04, 2021
Xinyu Zhang, Yirui Wang, Chi-Tung Cheng, Le Lu, Adam P. Harrison, Jing Xiao, Chien-Hung Liao, Shun Miao

* Accepted to AAAI-2021 

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Knowledge Distillation with Adaptive Asymmetric Label Sharpening for Semi-supervised Fracture Detection in Chest X-rays


Dec 30, 2020
Yirui Wang, Kang Zheng, Chi-Tung Chang, Xiao-Yun Zhou, Zhilin Zheng, Lingyun Huang, Jing Xiao, Le Lu, Chien-Hung Liao, Shun Miao


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Fully-Automated Liver Tumor Localization and Characterization from Multi-Phase MR Volumes Using Key-Slice ROI Parsing: A Physician-Inspired Approach


Dec 15, 2020
Bolin Lai, Xiaoyu Bai, Yuhsuan Wu, Xiao-Yun Zhou, Peng Wang, Jinzheng Cai, Yuankai Huo, Lingyun Huang, Yong Xia, Jing Xiao, Le Lu, Heping Hu, Adam Harrison

* 13 pages 

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Image Inpainting Guided by Coherence Priors of Semantics and Textures


Dec 15, 2020
Liang Liao, Jing Xiao, Zheng Wang, Chia-Wen Lin, Shin'ichi Satoh


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Automatic Vertebra Localization and Identification in CT by Spine Rectification and Anatomically-constrained Optimization


Dec 14, 2020
Fakai Wang, Kang Zheng, Le Lu, Jing Xiao, Min Wu, Shun Miao


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