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Disentangling Noise from Images: A Flow-Based Image Denoising Neural Network


May 11, 2021
Yang Liu, Saeed Anwar, Zhenyue Qin, Pan Ji, Sabrina Caldwell, Tom Gedeon


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Physics-informed Spline Learning for Nonlinear Dynamics Discovery


May 05, 2021
Fangzheng Sun, Yang Liu, Hao Sun

* The 30th International Joint Conference on Artificial Intelligence (IJCAI-2021) 

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Leveraging Third-Order Features in Skeleton-Based Action Recognition


May 05, 2021
Zhenyue Qin, Yang Liu, Pan Ji, Dongwoo Kim, Lei Wang, Bob McKay, Saeed Anwar, Tom Gedeon


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Hard Encoding of Physics for Learning Spatiotemporal Dynamics


May 02, 2021
Chengping Rao, Hao Sun, Yang Liu

* ICLR 2021 SimDL Workshop 

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Detecting and Matching Related Objects with One Proposal Multiple Predictions


Apr 23, 2021
Yang Liu, Luiz G. Hafemann, Michael Jamieson, Mehrsan Javan

* CVPR workshop 2021 

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Opening up Open-World Tracking


Apr 22, 2021
Yang Liu, Idil Esen Zulfikar, Jonathon Luiten, Achal Dave, Aljoša Ošep, Deva Ramanan, Bastian Leibe, Laura Leal-Taixé


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Invertible Denoising Network: A Light Solution for Real Noise Removal


Apr 21, 2021
Yang Liu, Zhenyue Qin, Saeed Anwar, Pan Ji, Dongwoo Kim, Sabrina Caldwell, Tom Gedeon


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TEACHTEXT: CrossModal Generalized Distillation for Text-Video Retrieval


Apr 16, 2021
Ioana Croitoru, Simion-Vlad Bogolin, Yang Liu, Samuel Albanie, Marius Leordeanu, Hailin Jin, Andrew Zisserman


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Personalized Entity Resolution with Dynamic Heterogeneous Knowledge Graph Representations


Apr 14, 2021
Ying Lin, Han Wang, Jiangning Chen, Tong Wang, Yue Liu, Heng Ji, Yang Liu, Premkumar Natarajan


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QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization


Apr 13, 2021
Ming Zhong, Da Yin, Tao Yu, Ahmad Zaidi, Mutethia Mutuma, Rahul Jha, Ahmed Hassan Awadallah, Asli Celikyilmaz, Yang Liu, Xipeng Qiu, Dragomir Radev

* Accepted by NAACL 2021 

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Graph-based Facial Affect Analysis: A Review of Methods, Applications and Challenges


Apr 12, 2021
Yang Liu, Xingming Zhang, Jinzhao Zhou, Xin Li, Yante Li, Guoying Zhao, Yue Li

* 23 pages, 11 figures, 5 tables 

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Research on Optimization Method of Multi-scale Fish Target Fast Detection Network


Apr 11, 2021
Yang Liu, Shengmao Zhang, Fei Wang, Wei Fan, Guohua Zou, Jing Bo


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Statistically significant detection of semantic shifts using contextual word embeddings


Apr 08, 2021
Yang Liu, Alan Medlar, Dorota Glowacka


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Deep Implicit Moving Least-Squares Functions for 3D Reconstruction


Apr 06, 2021
Shi-Lin Liu, Hao-Xiang Guo, Hao Pan, Peng-Shuai Wang, Xin Tong, Yang Liu

* Accepted by CVPR 2021, Code: https://github.com/Andy97/DeepMLS 

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Optimal Query Complexity of Secure Stochastic Convex Optimization


Apr 05, 2021
Wei Tang, Chien-Ju Ho, Yang Liu

* add more discussions about adversary definition 

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How Powerful are Performance Predictors in Neural Architecture Search?


Apr 02, 2021
Colin White, Arber Zela, Binxin Ru, Yang Liu, Frank Hutter


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SCALoss: Side and Corner Aligned Loss for Bounding Box Regression


Apr 01, 2021
Tu Zheng, Shuai Zhao, Yang Liu, Zili Liu, Deng Cai


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MogFace: Rethinking Scale Augmentation on the Face Detector


Mar 29, 2021
Yang Liu, Fei Wang, Baigui Sun, Hao Li


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Neighbor Embedding Variational Autoencoder


Mar 21, 2021
Renfei Tu, Yang Liu, Yongzeng Xue, Cheng Wang, Maozu Guo

* Paper under review for ICML2021 

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Margin Preserving Self-paced Contrastive Learning Towards Domain Adaptation for Medical Image Segmentation


Mar 15, 2021
Zhizhe Liu, Zhenfeng Zhu, Shuai Zheng, Yang Liu, Jiayu Zhou, Yao Zhao

* 12 pages, 10 figures, submitted to JBHI 

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DMN4: Few-shot Learning via Discriminative Mutual Nearest Neighbor Neural Network


Mar 15, 2021
Yang Liu, Tu Zheng, Jie Song, Deng Cai, Xiaofei He

* 10 pages, 6 figures 

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MediaSum: A Large-scale Media Interview Dataset for Dialogue Summarization


Mar 12, 2021
Chenguang Zhu, Yang Liu, Jie Mei, Michael Zeng

* North American Chapter of the Association for Computational Linguistics (NAACL), Mexico City, Mexico, 2021 
* Dataset: https://github.com/zcgzcgzcg1/MediaSum/ 

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TANTRA: Timing-Based Adversarial Network Traffic Reshaping Attack


Mar 10, 2021
Yam Sharon, David Berend, Yang Liu, Asaf Shabtai, Yuval Elovici


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Goal-Oriented Gaze Estimation for Zero-Shot Learning


Mar 05, 2021
Yang Liu, Lei Zhou, Xiao Bai, Yifei Huang, Lin Gu, Jun Zhou, Tatsuya Harada

* Accepted by CVPR2021 

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