Ming-Fang Chang

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All published works

Action	Title	Year	Authors
+ PDF Chat	Argoverse: 3D Tracking and Forecasting With Rich Maps	2019	Ming-Fang Chang Deva Ramanan James Hays John Lambert Patsorn Sangkloy Jagjeet Singh Sławomir Bąk Andrew T. Hartnett Wang De Peter Carr
+	Argoverse: 3D Tracking and Forecasting with Rich Maps	2019	Ming-Fang Chang John Lambert Patsorn Sangkloy Jagjeet Singh Sławomir Bąk Andrew T. Hartnett Wang De Peter Carr Simon Lucey Deva Ramanan
+	Deep Component Analysis via Alternating Direction Neural Networks	2018	Calvin Murdock Ming-Fang Chang Simon Lucey
+ PDF Chat	Deep Component Analysis via Alternating Direction Neural Networks	2018	Calvin Murdock Ming-Fang Chang Simon Lucey

Common Coauthors

Coauthor	Papers Together
Simon Lucey	4
Jagjeet Singh	2
James Hays	2
Sławomir Bąk	2
Andrew T. Hartnett	2
Calvin Murdock	2
Patsorn Sangkloy	2
John Lambert	2
Wang De	2
Deva Ramanan	2
Peter Carr	2

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Proximal Algorithms	2013	Neal Parikh Stephen Boyd	2
+ PDF Chat	Dimensionality-Dependent Generalization Bounds for <i>k</i>-Dimensional Coding Schemes	2016	Tongliang Liu Dacheng Tao Dong Xu	2
+ PDF Chat	TorontoCity: Seeing the World with a Million Eyes	2017	Shenlong Wang Min Bai Gellért Máttyus Hang Chu Wenjie Luo Bin Yang Justin Liang Joel Cheverie Sanja Fidler Raquel Urtasun	2
+	Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift	2015	Sergey Ioffe Christian Szegedy	2
+	DESIRE: Distant Future Prediction in Dynamic Scenes with Interacting Agents	2017	Namhoon Lee Wongun Choi Paul Vernaza Christopher Choy Philip H. S. Torr Manmohan Chandraker	2
+ PDF Chat	Inverse Compositional Spatial Transformer Networks	2017	Chen-Hsuan Lin Simon Lucey	2
+	A Block Coordinate Descent Method for Regularized Multiconvex Optimization with Applications to Nonnegative Tensor Factorization and Completion	2013	Yangyang Xu Wotao Yin	2
+	MOT16: A Benchmark for Multi-Object Tracking	2016	Anton Milan Laura Leal-Taixé Ian Reid Stefan Roth Konrad Schindler	2
+	Two-Stream Convolutional Networks for Action Recognition in Videos	2014	Karen Simonyan Andrew Zisserman	2
+ PDF Chat	Multi-Layer Convolutional Sparse Modeling: Pursuit and Dictionary Learning	2018	Jeremias Sulam Vardan Papyan Yaniv Romano Michael Elad	2
+	A Multimodal, Full-Surround Vehicular Testbed for Naturalistic Studies and Benchmarking: Design, Calibration and Deployment	2017	Akshay Rangesh Kevan Yuen Ravi Kumar Satzoda Rakesh Nattoji Rajaram Pujitha Gunaratne Mohan M. Trivedi	2
+ PDF Chat	Identity Mappings in Deep Residual Networks	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	2
+ PDF Chat	SGPN: Similarity Group Proposal Network for 3D Point Cloud Instance Segmentation	2018	Weiyue Wang Ronald Yu Qiangui Huang Ulrich Neumann	2
+	The ApolloScape Dataset for Autonomous Driving	2018	Xinyu Huang Xinjing Cheng Qichuan Geng Binbin Cao Dingfu Zhou Peng Wang Yuanqing Lin Ruigang Yang	2
+ PDF Chat	Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks	2018	Agrim Gupta Justin Johnson Li Fei-Fei Silvio Savarese Alexandre Alahi	2
+ PDF Chat	Sparse-to-Dense: Depth Prediction from Sparse Depth Samples and a Single Image	2018	Fangchang Ma Sertaç Karaman	2
+ PDF Chat	Extended ADMM and BCD for nonseparable convex minimization models with quadratic coupling terms: convergence analysis and insights	2017	Caihua Chen Min Li Xin Liu Yinyu Ye	2
+ PDF Chat	Densely Connected Convolutional Networks	2017	Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger	2
+ PDF Chat	Recurrent Human Pose Estimation	2017	Vasileios Belagiannis Andrew Zisserman	2
+ PDF Chat	Human Pose Estimation with Iterative Error Feedback	2016	João Carreira Pulkit Agrawal Katerina Fragkiadaki Jitendra Malik	2
+ PDF Chat	DeepDriving: Learning Affordance for Direct Perception in Autonomous Driving	2015	Chenyi Chen Ari Seff Alain L. Kornhauser Jianxiong Xiao	2
+	Fast and Furious: Real Time End-to-End 3D Detection, Tracking and Motion Forecasting with a Single Convolutional Net	2020	Wenjie Luo Bin Yang Raquel Urtasun	2
+	Structured Low-Rank Matrix Factorization: Optimality, Algorithm, and Applications to Image Processing	2014	Benjamin D. Haeffele Eric D. Young René Vidal	2
+ PDF Chat	End-to-End Learning of Driving Models with Surround-View Cameras and Route Planners	2018	Simon Hecker Dengxin Dai Luc Van Gool	2
+ PDF Chat	TrafficPredict: Trajectory Prediction for Heterogeneous Traffic-Agents	2019	Yuexin Ma Xinge Zhu Sibo Zhang Ruigang Yang Wenping Wang Dinesh Manocha	2
+ PDF Chat	Iterative Instance Segmentation	2016	Ke Li Bharath Hariharan Jitendra Malik	2
+ PDF Chat	The H3D Dataset for Full-Surround 3D Multi-Object Detection and Tracking in Crowded Urban Scenes	2019	Abhishek Patil Srikanth Malla Haiming Gang Yi-Ting Chen	2
+	End-to-End Deep Structured Models for Drawing Crosswalks	2020	Justin Liang Raquel Urtasun	2
+	HDNET: Exploiting HD Maps for 3D Object Detection	2020	Bin Yang Ming Liang Raquel Urtasun	2
+	ApolloCar3D: A Large 3D Car Instance Understanding Benchmark for Autonomous Driving	2018	Xibin Song Peng Wang Dingfu Zhou Rui Zhu Chenye Guan Yuchao Dai Hao Su Hongdong Li Ruigang Yang	2
+ PDF Chat	Representation Learning: A Review and New Perspectives	2013	Yoshua Bengio Aaron Courville P. M. Durai Raj Vincent	2
+ PDF Chat	nuScenes: A Multimodal Dataset for Autonomous Driving	2020	Holger Caesar Varun Bankiti Alex Lang Sourabh Vora Venice Erin Liong Qiang Xu Anush Krishnan Yu Pan Giancarlo Baldan Oscar Beijbom	1
+ PDF Chat	Fast and Furious: Real Time End-to-End 3D Detection, Tracking and Motion Forecasting with a Single Convolutional Net	2018	Wenjie Luo Bin Yang Raquel Urtasun	1
+	Understanding deep learning requires rethinking generalization	2016	Chiyuan Zhang Samy Bengio Moritz Hardt Benjamin Recht Oriol Vinyals	1
+ PDF Chat	Learning Deconvolution Network for Semantic Segmentation	2015	Hyeonwoo Noh Seunghoon Hong Bohyung Han	1
+ PDF Chat	End-to-End Deep Structured Models for Drawing Crosswalks	2018	Justin Liang Raquel Urtasun	1
+	Generating Sequences With Recurrent Neural Networks	2013	Alex Graves	1
+	Principal component analysis	1987	Svante Wold Kim H. Esbensen Paul Geladi	1
+	Sequence to Sequence Learning with Neural Networks	2014	Ilya Sutskever Oriol Vinyals Quoc V. Le	1
+	Learning Deep Structured Models	2014	Liang-Chieh Chen Alexander G. Schwing Alan Yuille Raquel Urtasun	1
+	On the Uniqueness of Nonnegative Sparse Solutions to Underdetermined Systems of Equations	2008	Alfred M. Bruckstein⋆ Michael Elad Michael Zibulevsky	1
+	From Softmax to Sparsemax: A Sparse Model of Attention and Multi-Label Classification	2016	André F. T. Martins Ramón Fernández Astudillo	1
+ 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	1
+ 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	1
+ PDF Chat	DSAC — Differentiable RANSAC for Camera Localization	2017	Eric Brachmann Alexander Krull Sebastian Nowozin Jamie Shotton Frank Michel Stefan Gumhold Carsten Rother	1
+ 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	1
+ PDF Chat	DESIRE: Distant Future Prediction in Dynamic Scenes with Interacting Agents	2017	Namhoon Lee Wongun Choi Paul Vernaza Christopher Choy Philip H. S. Torr Manmohan Chandraker	1
+	A Closer Look at Memorization in Deep Networks	2017	Devansh Arpit Stanisław Jastrzȩbski Nicolas Ballas David Krueger Emmanuel Bengio Maxinder S Kanwal Tegan Maharaj Asja Fischer Aaron Courville Yoshua Bengio	1
+	CARLA: An Open Urban Driving Simulator	2017	Alexey Dosovitskiy Germán Ros Felipe Codevilla Antonio M. López Vladlen Koltun	1
+ PDF Chat	Hierarchical Recurrent Attention Networks for Structured Online Maps	2018	Namdar Homayounfar Wei-Chiu Ma Shrinidhi Kowshika Lakshmikanth Raquel Urtasun	1