Xianzhi Du

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All published works

Action	Title	Year	Authors
+ PDF Chat	Apple Intelligence Foundation Language Models	2024	Tom Gunter Z. Wang Chong Wang Ruoming Pang A. G. Hari Narayanan Aonan Zhang Bowen Zhang Chen Chen Chung‐Cheng Chiu David Qiu
+ PDF Chat	Revisiting MoE and Dense Speed-Accuracy Comparisons for LLM Training	2024	Xianzhi Du Tom Gunter Xiang Kong Mark Lee Zirui Wang Aonan Zhang Nan Du Ruoming Pang
+ PDF Chat	MM1: Methods, Analysis & Insights from Multimodal LLM Pre-training	2024	Brandon McKinzie Zhe Gan Jean-Philippe Fauconnier Sam Dodge Bowen Zhang Philipp Dufter D.K. Shah Xianzhi Du Futang Peng Floris Weers
+	Less is More: Removing Text-regions Improves CLIP Training Efficiency and Robustness	2023	Liangliang Cao Bowen Zhang Chen Chen Yinfei Yang Xianzhi Du Wencong Zhang Zhiyun Lu Yantao Zheng
+	MOFI: Learning Image Representations from Noisy Entity Annotated Images	2023	Wentao Wu Aleksei Timofeev Chen Chen Bowen Zhang Kun Duan Shuangning Liu Yantao Zheng Jon Shlens Xianzhi Du Zhe Gan
+	Mobile V-MoEs: Scaling Down Vision Transformers via Sparse Mixture-of-Experts	2023	Erik Daxberger Floris Weers Bowen Zhang Tom Gunter Ruoming Pang Marcin Eichner Michael Emmersberger Yinfei Yang Alexander Toshev Xianzhi Du
+	Guiding Instruction-based Image Editing via Multimodal Large Language Models	2023	Tsu-Jui Fu Wenze Hu Xianzhi Du William Yang Wang Yinfei Yang Zhe Gan
+	Compressing LLMs: The Truth is Rarely Pure and Never Simple	2023	Ajay Jaiswal Zhe Gan Xianzhi Du Bowen Zhang Zhangyang Wang Yinfei Yang
+	Ferret: Refer and Ground Anything Anywhere at Any Granularity	2023	Haoxuan You Haotian Zhang Zhe Gan Xianzhi Du Bowen Zhang Zirui Wang Liangliang Cao Shih‐Fu Chang Yinfei Yang
+	From Scarcity to Efficiency: Improving CLIP Training via Visual-enriched Captions	2023	Zhengfeng Lai Haotian Zhang Wentao Wu Haoping Bai Aleksei Timofeev Xianzhi Du Zhe Gan Jiulong Shan Chen‐Nee Chuah Yinfei Yang
+	Dilated SpineNet for Semantic Segmentation	2021	Abdullah Rashwan Xianzhi Du Xiaoqi Yin Jing Li
+	Revisiting ResNets: Improved Training and Scaling Strategies	2021	Irwan Bello William Fedus Xianzhi Du Ekin D. Cubuk Aravind Srinivas Tsung-Yi Lin Jonathon Shlens Barret Zoph
+	Simple Training Strategies and Model Scaling for Object Detection	2021	Xianzhi Du Barret Zoph Wei-Chih Hung Tsung-Yi Lin
+	Revisiting 3D ResNets for Video Recognition	2021	Xianzhi Du Yeqing Li Yin Cui Rui Qian Jing Li Irwan Bello
+	Towards a Unified Foundation Model: Jointly Pre-Training Transformers on Unpaired Images and Text	2021	Qing Li Boqing Gong Yin Cui Dan Kondratyuk Xianzhi Du Ming–Hsuan Yang Matthew J. Brown
+ PDF Chat	SpineNet: Learning Scale-Permuted Backbone for Recognition and Localization	2020	Xianzhi Du Tsung-Yi Lin Pengchong Jin Golnaz Ghiasi Mingxing Tan Yin Cui Quoc V. Le Xiaodan Song
+ PDF Chat	Multitask Deep Neural Networks for Tele-Wide Stereo Matching	2020	Mostafa El‐Khamy Haoyu Ren Xianzhi Du Jungwon Lee
+	Efficient Scale-Permuted Backbone with Learned Resource Distribution	2020	Xianzhi Du Tsung-Yi Lin Pengchong Jin Yin Cui Mingxing Tan Quoc V. Le Xiaodan Song
+ PDF Chat	Efficient Scale-Permuted Backbone with Learned Resource Distribution	2020	Xianzhi Du Tsung-Yi Lin Pengchong Jin Yin Cui Mingxing Tan Quoc V. Le Xiaodan Song
+ PDF Chat	Boundary-sensitive Network for Portrait Segmentation	2019	Xianzhi Du Xiaolong Wang Dawei Li Jingwen Zhu Şerafettin Taşcı Cameron Upright Stephen J. Walsh Larry S. Davis
+	AMNet: Deep Atrous Multiscale Stereo Disparity Estimation Networks	2019	Xianzhi Du Mostafa El‐Khamy Jungwon Lee
+	SpineNet: Learning Scale-Permuted Backbone for Recognition and Localization	2019	Xianzhi Du Tsung-Yi Lin Pengchong Jin Golnaz Ghiasi Mingxing Tan Yin Cui Quoc V. Le Xiaodan Song
+	Fused Deep Neural Networks for Efficient Pedestrian Detection	2018	Xianzhi Du Mostafa El‐Khamy Vlad I. Morariu Jungwon Lee Larry S. Davis
+ PDF Chat	Fused DNN: A Deep Neural Network Fusion Approach to Fast and Robust Pedestrian Detection	2017	Xianzhi Du Mostafa El‐Khamy Jungwon Lee Larry S. Davis
+	Boundary-sensitive Network for Portrait Segmentation	2017	Xianzhi Du Larry S. Davis
+	Fused DNN: A deep neural network fusion approach to fast and robust pedestrian detection	2016	Xianzhi Du Mostafa El‐Khamy Jungwon Lee Larry S. Davis

Common Coauthors

Coauthor	Papers Together
Yinfei Yang	7
Yin Cui	6
Zhe Gan	6
Tsung-Yi Lin	6
Larry S. Davis	5
Mostafa El‐Khamy	5
Xiaodan Song	4
Mingxing Tan	4
Ruoming Pang	4
Quoc V. Le	4
Pengchong Jin	4
Tom Gunter	4
Jungwon Lee	4
Mark Lee	3
Liangliang Cao	3
Nan Du	3
Xiang Kong	3
Floris Weers	3
Aonan Zhang	3
Barret Zoph	2
Aleksei Timofeev	2
Bowen Zhang	2
Doug Kang	2
Chong Wang	2
Wentao Wu	2
Jing Li	2
Yantao Zheng	2
Jiulong Shan	2
Alexander Toshev	2
Irwan Bello	2
Golnaz Ghiasi	2
Sam M. Wiseman	2
Shuangning Liu	2
Zirui Wang	2
Frank Chu	1
Zhile Ren	1
Haoping Bai	1
Dan Kondratyuk	1
Pushyami Rachapudi	1
Zhongzheng Ren	1
Dian Ang Yap	1
Philipp Dufter	1
Marcin Eichner	1
Jean-Philippe Fauconnier	1
Keivan Alizadeh Vahid	1
Yuan Gao	1
Rui Qian	1
Lauren Gardiner	1
Zhiyun Lu	1
Mahyar Najibi	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	12
+ PDF Chat	Feature Pyramid Networks for Object Detection	2017	Tsung-Yi Lin Piotr Dollár Ross Girshick Kaiming He Bharath Hariharan Serge Belongie	7
+ PDF Chat	Deep Networks with Stochastic Depth	2016	Gao Huang Yu Sun Zhuang Liu Daniel Sedra Kilian Q. Weinberger	7
+ PDF Chat	MobileNetV2: Inverted Residuals and Linear Bottlenecks	2018	Mark Sandler Andrew Howard Menglong Zhu Andrey Zhmoginov Liang-Chieh Chen	7
+	Rethinking Atrous Convolution for Semantic Image Segmentation	2017	Liang-Chieh Chen George Papandreou Florian Schroff Hartwig Adam	6
+ PDF Chat	Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation	2018	Liang-Chieh Chen Yukun Zhu George Papandreou Florian Schroff Hartwig Adam	6
+	Multi-Scale Context Aggregation by Dilated Convolutions	2015	Fisher Yu Vladlen Koltun	6
+ PDF Chat	Rethinking the Inception Architecture for Computer Vision	2016	Christian Szegedy Vincent Vanhoucke Sergey Ioffe Jon Shlens Zbigniew Wojna	6
+ PDF Chat	NAS-FPN: Learning Scalable Feature Pyramid Architecture for Object Detection	2019	Golnaz Ghiasi Tsung-Yi Lin Quoc V. Le	6
+ PDF Chat	Auto-DeepLab: Hierarchical Neural Architecture Search for Semantic Image Segmentation	2019	Chenxi Liu Liang-Chieh Chen Florian Schroff Hartwig Adam Wei Hua Alan Yuille Li Fei-Fei	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
+ PDF Chat	Squeeze-and-Excitation Networks	2018	Jie Hu Li Shen Gang Sun	5
+ PDF Chat	MnasNet: Platform-Aware Neural Architecture Search for Mobile	2019	Mingxing Tan Bo Chen Ruoming Pang Vijay Vasudevan Mark Sandler Andrew Howard Quoc V. Le	5
+ PDF Chat	ImageNet Large Scale Visual Recognition Challenge	2015	Olga Russakovsky Jia Deng Hao Su Jonathan Krause Sanjeev Satheesh Sean Ma Zhiheng Huang Andrej Karpathy Aditya Khosla Michael S. Bernstein	5
+ PDF Chat	Focal Loss for Dense Object Detection	2017	Tsung-Yi Lin Priya Goyal Ross Girshick Kaiming He Piotr Dollár	5
+ PDF Chat	Stacked Hourglass Networks for Human Pose Estimation	2016	Alejandro Newell Kaiyu Yang Jia Deng	4
+	Regularized Evolution for Image Classifier Architecture Search	2019	Esteban Real Alok Aggarwal Yanping Huang Quoc V. Le	4
+	EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks	2019	Mingxing Tan Quoc V. Le	4
+ PDF Chat	Pyramid Scene Parsing Network	2017	Hengshuang Zhao Jianping Shi Xiaojuan Qi Xiaogang Wang Jiaya Jia	4
+ PDF Chat	Aggregated Residual Transformations for Deep Neural Networks	2017	Saining Xie Ross Girshick Piotr Dollár Zhuowen Tu Kaiming He	4
+	Neural Architecture Search with Reinforcement Learning	2016	Barret Zoph Quoc V. Le	4
+ PDF Chat	Xception: Deep Learning with Depthwise Separable Convolutions	2017	François Chollet	4
+ PDF Chat	DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs	2017	Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Murphy Alan Yuille	4
+ PDF Chat	Learning Transferable Architectures for Scalable Image Recognition	2018	Barret Zoph Vijay Vasudevan Jonathon Shlens Quoc V. Le	4
+ PDF Chat	Bag of Tricks for Image Classification with Convolutional Neural Networks	2019	Tong He Zhi Zhang Hang Zhang Zhongyue Zhang Junyuan Xie Mu Li	4
+	Very Deep Convolutional Networks for Large-Scale Image Recognition	2014	Karen Simonyan Andrew Zisserman	3
+	Scale-aware Fast R-CNN for Pedestrian Detection	2015	Jianan Li Xiaodan Liang ShengMei Shen Tingfa Xu Jiashi Feng Shuicheng Yan	3
+	SSD: Single Shot MultiBox Detector	2016	Wei Liu Dragomir Anguelov Dumitru Erhan Christian Szegedy Scott Reed Cheng-Yang Fu Alexander C. Berg	3
+	Computation Reallocation for Object Detection	2019	Feng Liang Ronghao Guo Lin Chen Ming Sun Wei Wu Junjie Yan Wanli Ouyang	3
+ PDF Chat	EfficientDet: Scalable and Efficient Object Detection	2020	Mingxing Tan Ruoming Pang Quoc V. Le	3
+	Deep High-Resolution Representation Learning for Visual Recognition	2019	Jingdong Wang Ke Sun Tianheng Cheng Borui Jiang Chaorui Deng Yang Zhao Dong Liu Yadong Mu Mingkui Tan Xinggang Wang	3
+	GPipe: Efficient Training of Giant Neural Networks using Pipeline Parallelism	2018	Yanping Huang Youlong Cheng Ankur Bapna Orhan Fırat Mia Xu Chen Dehao Chen HyoukJoong Lee Jiquan Ngiam Quoc V. Le Yonghui Wu	3
+ PDF Chat	SpineNet: Learning Scale-Permuted Backbone for Recognition and Localization	2020	Xianzhi Du Tsung-Yi Lin Pengchong Jin Golnaz Ghiasi Mingxing Tan Yin Cui Quoc V. Le Xiaodan Song	3
+	ParseNet: Looking Wider to See Better	2015	Wei Liu Andrew Rabinovich Alexander C. Berg	3
+	Wide Residual Networks	2016	Sergey Zagoruyko Nikos Komodakis	3
+	NAS-FPN: Learning Scalable Feature Pyramid Architecture for Object Detection	2019	Golnaz Ghiasi Tsung-Yi Lin Ruoming Pang Quoc V. Le	3
+ PDF Chat	Path Aggregation Network for Instance Segmentation	2018	Shu Liu Lu Qi Haifang Qin Jianping Shi Jiaya Jia	3
+ PDF Chat	Fused DNN: A Deep Neural Network Fusion Approach to Fast and Robust Pedestrian Detection	2017	Xianzhi Du Mostafa El‐Khamy Jungwon Lee Larry S. Davis	3
+ PDF Chat	Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning	2017	Christian Szegedy Sergey Ioffe Vincent Vanhoucke Alexander A. Alemi	3
+	Searching for Activation Functions	2017	Prajit Ramachandran Barret Zoph Quoc V. Le	3
+ PDF Chat	Squeeze-and-Excitation Networks	2019	Jie Hu Li Shen Samuel Albanie Gang Sun Enhua Wu	3
+ PDF Chat	Speed/Accuracy Trade-Offs for Modern Convolutional Object Detectors	2017	Jonathan Huang Vivek Rathod Chen Sun Menglong Zhu Anoop Korattikara Alireza Fathi Ian Fischer Zbigniew Wojna Yang Song Sergio Guadarrama	3
+	YOLOv3: An Incremental Improvement.	2018	Joseph Redmon Ali Farhadi	3
+	Accurate, Large Minibatch SGD: Training ImageNet in 1 Hour	2017	Priya Goyal Piotr Dollár Ross Girshick Pieter Noordhuis Lukasz Wesolowski Aapo Kyrola Andrew Tulloch Yangqing Jia Kaiming He	3
+	Searching for MobileNetV3.	2019	Andrew Howard Mark Sandler Grace Chu Liang-Chieh Chen Bo Chen Mingxing Tan Weijun Wang Yukun Zhu Ruoming Pang Vijay Vasudevan	3
+ PDF Chat	Large Kernel Matters — Improve Semantic Segmentation by Global Convolutional Network	2017	Chao Peng Xiangyu Zhang Gang Yu Guiming Luo Jian Sun	3
+ PDF Chat	Fully convolutional networks for semantic segmentation	2015	Jonathan Long Evan Shelhamer Trevor Darrell	3
+ PDF Chat	Densely Connected Convolutional Networks	2017	Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger	3
+ PDF Chat	The Cityscapes Dataset for Semantic Urban Scene Understanding	2016	Marius Cordts Mohamed Omran Sebastian Ramos Timo Rehfeld Markus Enzweiler Rodrigo Benenson Uwe Franke Stefan Roth Bernt Schiele	2
+	SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5MB model size	2016	Forrest Iandola Song Han Matthew W. Moskewicz Khalid Ashraf William J. Dally Kurt Keutzer	2