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Improved Transformer for High-Resolution GANs


Jun 14, 2021
Long Zhao, Zizhao Zhang, Ting Chen, Dimitris N. Metaxas, Han Zhang

* Preprint 

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Joint Learning of Deep Retrieval Model and Product Quantization based Embedding Index


May 28, 2021
Han Zhang, Hongwei Shen, Yiming Qiu, Yunjiang Jiang, Songlin Wang, Sulong Xu, Yun Xiao, Bo Long, Wen-Yun Yang

* 4 pages, 4 figures; accepted by SIGIR2021 

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Aggregating Nested Transformers


May 26, 2021
Zizhao Zhang, Han Zhang, Long Zhao, Ting Chen, Tomas Pfister

* Preprint 

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PanGu-$α$: Large-scale Autoregressive Pretrained Chinese Language Models with Auto-parallel Computation


Apr 26, 2021
Wei Zeng, Xiaozhe Ren, Teng Su, Hui Wang, Yi Liao, Zhiwei Wang, Xin Jiang, ZhenZhang Yang, Kaisheng Wang, Xiaoda Zhang, Chen Li, Ziyan Gong, Yifan Yao, Xinjing Huang, Jun Wang, Jianfeng Yu, Qi Guo, Yue Yu, Yan Zhang, Jin Wang, Hengtao Tao, Dasen Yan, Zexuan Yi, Fang Peng, Fangqing Jiang, Han Zhang, Lingfeng Deng, Yehong Zhang, Zhe Lin, Chao Zhang, Shaojie Zhang, Mingyue Guo, Shanzhi Gu, Gaojun Fan, Yaowei Wang, Xuefeng Jin, Qun Liu, Yonghong Tian

* The technique report for PanGu-$\alpha$ 

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Learning Hamiltonian dynamics by reservoir computer


Apr 24, 2021
Han Zhang, Huawei Fan, Liang Wang, Xingang Wang

* 11 pages, 7 figures 

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Transfer training from smaller language model


Apr 23, 2021
Han Zhang

* 7 pages 7 figures. arXiv admin note: text overlap with arXiv:2103.14636 by other authors 

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Revisiting Hierarchical Approach for Persistent Long-Term Video Prediction


Apr 14, 2021
Wonkwang Lee, Whie Jung, Han Zhang, Ting Chen, Jing Yu Koh, Thomas Huang, Hyungsuk Yoon, Honglak Lee, Seunghoon Hong

* Accepted as a conference paper at ICLR 2021 

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Query Rewriting via Cycle-Consistent Translation for E-Commerce Search


Mar 01, 2021
Yiming Qiu, Kang Zhang, Han Zhang, Songlin Wang, Sulong Xu, Yun Xiao, Bo Long, Wen-Yun Yang


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A Multiscale Graph Convolutional Network for Change Detection in Homogeneous and Heterogeneous Remote Sensing Images


Feb 16, 2021
Junzheng Wu, Biao Li, Yao Qin, Weiping Ni, Han Zhang, Yuli Sun


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Cross-Modal Contrastive Learning for Text-to-Image Generation


Jan 15, 2021
Han Zhang, Jing Yu Koh, Jason Baldridge, Honglak Lee, Yinfei Yang


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Modeling Heterogeneous Statistical Patterns in High-dimensional Data by Adversarial Distributions: An Unsupervised Generative Framework


Dec 15, 2020
Han Zhang, Wenhao Zheng, Charley Chen, Kevin Gao, Yao Hu, Ling Huang, Wei Xu


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Transfer learning of chaotic systems


Nov 15, 2020
Yali Guo, Han Zhang, Liang Wang, Huawei Fan, Xingang Wang

* 20 pages, 8 figures 

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ERNIE-Gram: Pre-Training with Explicitly N-Gram Masked Language Modeling for Natural Language Understanding


Oct 23, 2020
Dongling Xiao, Yu-Kun Li, Han Zhang, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang

* work-in-progress 

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PseudoSeg: Designing Pseudo Labels for Semantic Segmentation


Oct 19, 2020
Yuliang Zou, Zizhao Zhang, Han Zhang, Chun-Liang Li, Xiao Bian, Jia-Bin Huang, Tomas Pfister

* Project page: https://yuliang.vision/pseudo_seg/ 

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Co-evolution of Functional Brain Network at Multiple Scales during Early Infancy


Sep 15, 2020
Xuyun Wen, Liming Hsu, Weili Lin, Han Zhang, Dinggang Shen

* 10 pages, 4 figures 

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GloDyNE: Global Topology Preserving Dynamic Network Embedding


Aug 05, 2020
Chengbin Hou, Han Zhang, Shan He, Ke Tang

* Major revision, TKDE 

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Improving NER's Performance with Massive financial corpus


Jul 31, 2020
Han Zhang


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From Spectrum Wavelet to Vertex Propagation: Graph Convolutional Networks Based on Taylor Approximation


Jul 01, 2020
Songyang Zhang, Han Zhang, Shuguang Cui, Zhi Ding


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A Hybrid Evolutionary Algorithm for Reliable Facility Location Problem


Jun 27, 2020
Han Zhang, Jialin Liu, Xin Yao

* Accepted at PPSN2020 

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Image Augmentations for GAN Training


Jun 04, 2020
Zhengli Zhao, Zizhao Zhang, Ting Chen, Sameer Singh, Han Zhang


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A Simple Semi-Supervised Learning Framework for Object Detection


May 10, 2020
Kihyuk Sohn, Zizhao Zhang, Chun-Liang Li, Han Zhang, Chen-Yu Lee, Tomas Pfister


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Solving Missing-Annotation Object Detection with Background Recalibration Loss


Feb 12, 2020
Han Zhang, Fangyi Chen, Zhiqiang Shen, Qiqi Hao, Chenchen Zhu, Marios Savvides

* 5 pages. Paper has been accepted by ICASSP 2020 for presentation in a lecture (oral) session 

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Improved Consistency Regularization for GANs


Feb 11, 2020
Zhengli Zhao, Sameer Singh, Honglak Lee, Zizhao Zhang, Augustus Odena, Han Zhang

* Augustus Odena and Han Zhang contributed equally 

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ERNIE-GEN: An Enhanced Multi-Flow Pre-training and Fine-tuning Framework for Natural Language Generation


Feb 04, 2020
Dongling Xiao, Han Zhang, Yukun Li, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang

* 8 pages, 5 figures, typos corrected 

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FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence


Jan 21, 2020
Kihyuk Sohn, David Berthelot, Chun-Liang Li, Zizhao Zhang, Nicholas Carlini, Ekin D. Cubuk, Alex Kurakin, Han Zhang, Colin Raffel


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Your Local GAN: Designing Two Dimensional Local Attention Mechanisms for Generative Models


Dec 02, 2019
Giannis Daras, Augustus Odena, Han Zhang, Alexandros G. Dimakis

* Added TFRC, tensorflow-gan acknowledgements. Changed "Ablation Study" to "Ablation Studies" 

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MANELA: A Multi-Agent Algorithm for Learning Network Embeddings


Dec 01, 2019
Han Zhang, Hong Xu

* 11 pages, 4 figures, 5 tables 

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