Xiao Zhang

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All published works

Action	Title	Year	Authors
+ PDF Chat	Length-Induced Embedding Collapse in Transformer-based Models	2024	Yuqi Zhou Sunhao Dai Zhenhua Cao Xiao Zhang Jun Xu
+ PDF Chat	ASM2TV: An Adaptive Semi-supervised Multi-Task Multi-View Learning Framework for Human Activity Recognition	2022	Zekai Chen Xiao Zhang Xiuzhen Cheng
+	Feature Forgetting in Continual Representation Learning	2022	Xiao Zhang Dejing Dou Ji Wu
+ PDF Chat	Learning Graph Structures With Transformer for Multivariate Time-Series Anomaly Detection in IoT	2021	Zekai Chen Dingshuo Chen Xiao Zhang Zixuan Yuan Xiuzhen Cheng
+ PDF Chat	Guidance Module Network for Video Captioning	2021	Xiao Zhang Chunsheng Liu Faliang Chang
+ PDF Chat	Refining Pseudo Labels with Clustering Consensus over Generations for Unsupervised Object Re-identification	2021	Xiao Zhang Yixiao Ge Yu Qiao Hongsheng Li
+	ASM2TV: An Adaptive Semi-Supervised Multi-Task Multi-View Learning Framework.	2021	Zekai Chen Maiwang Shi Xiao Zhang Haochao Ying
+	Interpretable Deep Learning: Interpretations, Interpretability, Trustworthiness, and Beyond.	2021	Xuhong Li Haoyi Xiong Xingjian Li Xuanyu Wu Xiao Zhang Ji Liu Jiang Bian Dejing Dou
+	Multi-Task Time Series Forecasting With Shared Attention	2021	Zekai Chen E Jiaze Xiao Zhang Hao Sheng Xiuzheng Cheng
+	Self-distillation with Batch Knowledge Ensembling Improves ImageNet Classification	2021	Yixiao Ge Ching Lam Choi Xiao Zhang Peipei Zhao Feng Zhu Rui Zhao Hongsheng Li
+	ASM2TV: An Adaptive Semi-Supervised Multi-Task Multi-View Learning Framework for Human Activity Recognition	2021	Zekai Chen Xiao Zhang Xiuzhen Cheng
+	Interpretable Deep Learning: Interpretation, Interpretability, Trustworthiness, and Beyond	2021	Xuhong Li Haoyi Xiong Xingjian Li Xuanyu Wu Xiao Zhang Ji Liu Jiang Bian Dejing Dou
+ PDF Chat	Empirical Studies on the Properties of Linear Regions in Deep Neural Networks	2020	Xiao Zhang Dongrui Wu
+	Empirical Studies on the Properties of Linear Regions in Deep Neural Networks	2020	Xiao Zhang Dongrui Wu
+	Rethink the Connections among Generalization, Memorization and the Spectral Bias of DNNs	2020	Xiao Zhang Haoyi Xiong Dongrui Wu
+	Guidance Module Network for Video Captioning	2020	Xiao Zhang Chunsheng Liu Faliang Chang
+ PDF Chat	The iMaterialist Fashion Attribute Dataset	2019	Sheng Guo Weilin Huang Xiao Zhang Prasanna Srikhanta Yin Cui Yuan Li Hartwig Adam Matthew R. Scott Serge Belongie
+ PDF Chat	AdaCos: Adaptively Scaling Cosine Logits for Effectively Learning Deep Face Representations	2019	Xiao Zhang Rui Zhao Yu Qiao Xiaogang Wang Hongsheng Li
+ PDF Chat	P2SGrad: Refined Gradients for Optimizing Deep Face Models	2019	Xiao Zhang Rui Zhao Junjie Yan Mengya Gao Yu Qiao Xiaogang Wang Hongsheng Li
+	The iMaterialist Fashion Attribute Dataset	2019	Sheng Guo Weilin Huang Xiao Zhang Prasanna Srikhanta Yin Cui Yuan Li Matthew R. Scott Hartwig Adam Serge Belongie
+	Sentiment Tagging with Partial Labels using Modular Architectures	2019	Xiao Zhang Dan Goldwasser
+	Learning One-hidden-layer ReLU Networks via Gradient Descent	2018	Xiao Zhang Yaodong Yu Lingxiao Wang Quanquan Gu
+	OMG - Emotion Challenge Solution	2018	Yuqi Cui Xiao Zhang Yang Wang Chenfeng Guo Dongrui Wu
+	Learning One-hidden-layer ReLU Networks via Gradient Descent	2018	Xiao Zhang Yaodong Yu Lingxiao Wang Quanquan Gu

Common Coauthors

Coauthor	Papers Together
Zekai Chen	5
Hongsheng Li	4
Dongrui Wu	4
Xiuzhen Cheng	3
Rui Zhao	3
Haoyi Xiong	3
Yu Qiao	3
Yaodong Yu	2
Serge Belongie	2
Matthew R. Scott	2
Dejing Dou	2
Hartwig Adam	2
Yin Cui	2
Yixiao Ge	2
Quanquan Gu	2
Chunsheng Liu	2
Faliang Chang	2
Prasanna Srikhanta	2
Ji Liu	2
Wei Wang	2
Sheng Guo	2
Xuhong Li	2
Xingjian Li	2
Lingxiao Wang	2
Weilin Huang	2
Xuanyu Wu	2
Yuan Li	1
Ching Lam Choi	1
Sunhao Dai	1
Jun Xu	1
Maiwang Shi	1
Mengya Gao	1
Zhenhua Cao	1
Yuan Li	1
Yuqi Zhou	1
Chenfeng Guo	1
Hao Sheng	1
Xiuzheng Cheng	1
Jiang Bian	1
Ji Wu	1
Jiang Bian	1
Dan Goldwasser	1
Peipei Zhao	1
Haochao Ying	1
Yuqi Cui	1
Zixuan Yuan	1
Feng Zhu	1
Junjie Yan	1
E Jiaze	1
Yang Wang	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Deep Residual Learning for Image Recognition	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	11
+	Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift	2015	Sergey Ioffe Christian Szegedy	5
+ PDF Chat	Going deeper with convolutions	2015	Christian Szegedy Wei Liu Yangqing Jia Pierre Sermanet Scott Reed Dragomir Anguelov Dumitru Erhan Vincent Vanhoucke Andrew Rabinovich	5
+	Neural Machine Translation by Jointly Learning to Align and Translate	2015	Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio	5
+ PDF Chat	Squeeze-and-Excitation Networks	2018	Jie Hu Li Shen Gang Sun	4
+ PDF Chat	Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning	2017	Christian Szegedy Sergey Ioffe Vincent Vanhoucke Alexander A. Alemi	4
+ PDF Chat	Rethinking the Inception Architecture for Computer Vision	2016	Christian Szegedy Vincent Vanhoucke Sergey Ioffe Jon Shlens Zbigniew Wojna	4
+	Machine learning for internet of things data analysis: a survey	2017	Mohammad Saeid Mahdavinejad Mohammadreza Rezvan Mohammadamin Barekatain Peyman Adibi Payam Barnaghi Amit Sheth	3
+ PDF Chat	Cross-Domain Image Retrieval with a Dual Attribute-Aware Ranking Network	2015	Junshi Huang Rogério Feris Qiang Chen Shuicheng Yan	3
+	Adam: A Method for Stochastic Optimization	2014	Diederik P. Kingma Jimmy Ba	3
+	Exponential expressivity in deep neural networks through transient chaos	2016	Ben Poole Subhaneil Lahiri Maithreyi Raghu Jascha Sohl‐Dickstein Surya Ganguli	3
+ PDF Chat	ArcFace: Additive Angular Margin Loss for Deep Face Recognition	2019	Jiankang Deng Jia Guo Niannan Xue Stefanos Zafeiriou	2
+	A Simple Framework for Contrastive Learning of Visual Representations	2020	Ting Chen Simon Kornblith Mohammad Norouzi Geoffrey E. Hinton	2
+ PDF Chat	Momentum Contrast for Unsupervised Visual Representation Learning	2020	Kaiming He Haoqi Fan Yuxin Wu Saining Xie Ross Girshick	2
+	Sensitivity and Generalization in Neural Networks: an Empirical Study	2018	Roman Novak Yasaman Bahri Daniel A. Abolafia Jeffrey Pennington Jascha Sohl‐Dickstein	2
+ PDF Chat	Recurrent Scale Approximation for Object Detection in CNN	2017	Yu Liu Hongyang Li Junjie Yan Fangyin Wei Xiaogang Wang Xiaoou Tang	2
+	Towards Deep Learning Models Resistant to Adversarial Attacks.	2018	Aleksander Mądry Aleksandar Makelov Ludwig Schmidt Dimitris Tsipras Adrian Vladu	2
+ PDF Chat	FaceNet: A unified embedding for face recognition and clustering	2015	Florian Schroff Dmitry Kalenichenko James Philbin	2
+ PDF Chat	Level Playing Field for Million Scale Face Recognition	2017	Aaron Nech Ira Kemelmacher-Shlizerman	2
+	Large-Margin Softmax Loss for Convolutional Neural Networks	2016	Weiyang Liu Yandong Wen Zhiding Yu Meng Yang	2
+	Temporal Ensembling for Semi-Supervised Learning	2016	Samuli Laine Timo Aila	2
+ PDF Chat	SphereFace: Deep Hypersphere Embedding for Face Recognition	2017	Weiyang Liu Yandong Wen Zhiding Yu Ming Li Bhiksha Raj Le Song	2
+	Complexity of Linear Regions in Deep Networks	2019	Boris Hanin David Rolnick	2
+ PDF Chat	Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification	2015	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	2
+ PDF Chat	Making Deep Neural Networks Robust to Label Noise: A Loss Correction Approach	2017	Giorgio Patrini Alessandro Rozza Aditya Krishna Menon Richard Nock Lizhen Qu	2
+ PDF Chat	CleanNet: Transfer Learning for Scalable Image Classifier Training with Label Noise	2018	Kuang-Huei Lee Xiaodong He Lei Zhang Linjun Yang	2
+ PDF Chat	The MegaFace Benchmark: 1 Million Faces for Recognition at Scale	2016	Ira Kemelmacher-Shlizerman Steven M. Seitz Daniel Miller Evan Brossard	2
+	Mutual Mean-Teaching: Pseudo Label Refinery for Unsupervised Domain Adaptation on Person Re-identification	2020	Yixiao Ge Dapeng Chen Hongsheng Li	2
+ PDF Chat	Structured Domain Adaptation With Online Relation Regularization for Unsupervised Person Re-ID	2022	Yixiao Ge Feng Zhu Dapeng Chen Rui Zhao Xiaogang Wang Hongsheng Li	2
+	Handbook of Discrete and Computational Geometry, Second Edition	2004	Jacob E. Goodman Joseph O’Rourke	2
+	Rethinking Feature Discrimination and Polymerization for Large-scale Recognition	2017	Yü Liu Hongyang Li Xiaogang Wang	2
+	On the Number of Linear Regions of Deep Neural Networks	2014	Guido Montúfar Razvan Pascanu Kyunghyun Cho Yoshua Bengio	2
+	Learning Face Representation from Scratch	2014	Yi Dong Zhen Lei Shengcai Liao Stan Z. Li	2
+ PDF Chat	Speech recognition with deep recurrent neural networks	2013	Alex Graves Abdelrahman Mohamed Geoffrey E. Hinton	2
+	Learning Deep Features via Congenerous Cosine Loss for Person Recognition	2017	Yu Liu Hongyang Li Xiaogang Wang	2
+ PDF Chat	Jointly Modeling Embedding and Translation to Bridge Video and Language	2016	Yingwei Pan Tao Mei Ting Yao Houqiang Li Yong Rui	2
+ PDF Chat	CIDEr: Consensus-based image description evaluation	2015	Ramakrishna Vedantam C. Lawrence Zitnick Devi Parikh	2
+	DeepID3: Face Recognition with Very Deep Neural Networks	2015	Yi Sun Ding Liang Xiaogang Wang Xiaoou Tang	2
+	On the number of response regions of deep feed forward networks with piece-wise linear activations	2013	Razvan Pascanu Guido Montúfar Yoshua Bengio	2
+ PDF Chat	Describing Videos by Exploiting Temporal Structure	2015	Li Yao Atousa Torabi Kyunghyun Cho Nicolas Ballas Christopher Pal Hugo Larochelle Aaron Courville	2
+	Categorical Reparameterization with Gumbel-Softmax	2016	Eric Jang Shixiang Gu Ben Poole	2
+	On the number of inference regions of deep feed forward networks with piece-wise linear activations	2014	Razvan Pascanu Guido Montúfar Yoshua Bengio	2
+	Understanding Deep Neural Networks with Rectified Linear Units	2016	Raman Arora Amitabh Basu Poorya Mianjy Anirbit Mukherjee	2
+ PDF Chat	CosFace: Large Margin Cosine Loss for Deep Face Recognition	2018	Hao Wang Yitong Wang Zheng Zhou Xing Ji Dihong Gong Jingchao Zhou Zhifeng Li Wei Liu	2
+ PDF Chat	From Deterministic to Generative: Multimodal Stochastic RNNs for Video Captioning	2018	Jingkuan Song Yuyu Guo Lianli Gao Xuelong Li Alan Hanjalić Heng Tao Shen	2
+	Obfuscated Gradients Give a False Sense of Security: Circumventing Defenses to Adversarial Examples	2018	Anish Athalye Nicholas Carlini David T. Wagner	2
+	Hierarchical LSTM with Adjusted Temporal Attention for Video Captioning	2017	Jingkuan Song Lianli Gao Zhao Guo Wu Liu Dongxiang Zhang Heng Tao Shen	2
+	Crystal Loss and Quality Pooling for Unconstrained Face Verification and Recognition.	2018	Rajeev Ranjan Ankan Bansal Hongyu Xu Swami Sankaranarayanan Jun-Cheng Chen Carlos D. Castillo Rama Chellappa	2
+ PDF Chat	Towards Evaluating the Robustness of Neural Networks	2017	Nicholas Carlini David Wagner	2
+ PDF Chat	NormFace	2017	Wang Feng Xiang Xiang Jian Cheng Alan Yuille	2