Alexander Mai

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All published works

Action	Title	Year	Authors
+ PDF Chat	EVER: Exact Volumetric Ellipsoid Rendering for Real-time View Synthesis	2024	Alexander Mai Peter Hedman George Kopanas Dor Verbin David Futschik Qiangeng Xu Falko Kuester Jonathan T. Barron Yinda Zhang
+ PDF Chat	Neural Microfacet Fields for Inverse Rendering	2023	Alexander Mai Dor Verbin Falko Kuester Sara Fridovich-Keil
+	Neural Microfacet Fields for Inverse Rendering	2023	Alexander Mai Dor Verbin Falko Kuester Sara Fridovich-Keil
+	Introduction to Arnold's $J^+$-Invariant	2022	Alexander Mai
+	$J^+$-like Invariants under Bifurcations	2022	Alexander Mai
+	Soft Expectation and Deep Maximization for Image Feature Detection	2021	Alexander Mai Allen Y. Yang Dominique Meyer
+	Training Deep Neural Networks to Detect Repeatable 2D Features Using Large Amounts of 3D World Capture Data	2019	Alexander Mai Joseph Menke Allen Y. Yang
+	Loop Closure Detection with RGB-D Feature Pyramid Siamese Networks	2018	Qianhao Zhang Alexander Mai Joseph Menke Allen Y. Yang

Common Coauthors

Coauthor	Papers Together
Falko Kuester	3
Dor Verbin	3
Allen Y. Yang	3
Joseph Menke	2
Sara Fridovich-Keil	2
Yinda Zhang	1
Peter Hedman	1
David Futschik	1
George Kopanas	1
Jonathan T. Barron	1
Dominique Meyer	1
Qiangeng Xu	1
Qianhao Zhang	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	SuperPoint: Self-Supervised Interest Point Detection and Description	2018	Daniel DeTone Tomasz Malisiewicz Andrew Rabinovich	2
+ PDF Chat	Quad-Networks: Unsupervised Learning to Rank for Interest Point Detection	2017	Nikolay Savinov Akihito Seki Lubor Ladický Torsten Sattler Marc Pollefeys	2
+	ScanNet: Richly-annotated 3D Reconstructions of Indoor Scenes	2017	Angela Dai Anne Lynn S. Chang Manolis Savva Maciej Halber Thomas Funkhouser Matthias Nießner	2
+ PDF Chat	TILDE: A Temporally Invariant Learned DEtector	2015	Yannick Verdié Kwang Moo Yi Pascal Fua Vincent Lepetit	1
+	Randomization of Number Theoretic Methods for Multiple Integration	1976	R. Cranley T. N. L. Patterson	1
+	On the distribution of points in a cube and the approximate evaluation of integrals	1967	I. M. Sobol	1
+	Descriptor Matching with Convolutional Neural Networks: a Comparison to SIFT	2014	Philipp Fischer Alexey Dosovitskiy Thomas Brox	1
+ PDF Chat	Faster and Better: A Machine Learning Approach to Corner Detection	2008	Edward Rosten Reid Porter Tom Drummond	1
+ PDF Chat	Deep Residual Learning for Image Recognition	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	1
+ PDF Chat	Learning Covariant Feature Detectors	2016	Karel Lenc Andrea Vedaldi	1
+ PDF Chat	Feature Pyramid Networks for Object Detection	2017	Tsung-Yi Lin Piotr Dollár Ross Girshick Kaiming He Bharath Hariharan Serge Belongie	1
+ PDF Chat	ScanNet: Richly-Annotated 3D Reconstructions of Indoor Scenes	2017	Angela Dai Anne Lynn S. Chang Manolis Savva Maciej Halber Thomas Funkhouser Matthias Nießner	1
+	HPatches: A benchmark and evaluation of handcrafted and learned local descriptors	2017	Vassileios Balntas Karel Lenc Andrea Vedaldi Krystian Mikolajczyk	1
+	Working hard to know your neighbor's margins: Local descriptor learning loss	2017	Anastasiya Mishchuk Dmytro Mishkin Filip Radenović Jiřı́ Matas	1
+ PDF Chat	Benchmarking 6DOF Outdoor Visual Localization in Changing Conditions	2018	Torsten Sattler Will Maddern Carl Toft Akihiko Torii Lars Hammarstrand Erik Stenborg Daniel Safari Masatoshi Okutomi Marc Pollefeys Josef Šivic	1
+	Matterport3D: Learning from RGB-D Data in Indoor Environments	2017	Anne Lynn S. Chang Angela Dai Thomas Funkhouser Maciej Halber Matthias Nießner Manolis Savva Shuran Song Andy Zeng Yinda Zhang	1
+	Improving Generalization Performance by Switching from Adam to SGD	2017	Nitish Shirish Keskar Richard Socher	1
+ PDF Chat	iBoW-LCD: An Appearance-Based Loop-Closure Detection Approach Using Incremental Bags of Binary Words	2018	Emilio Garcia‐Fidalgo Alberto Ortiz	1
+	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	1
+	Deep Image Retrieval: Learning global representations for image search	2016	Albert Gordo Jon Almazán Jérôme Revaud Diane Larlus	1
+	Fast R-CNN	2015	Ross Girshick	1
+	R2D2: Repeatable and Reliable Detector and Descriptor	2019	Jérôme Revaud Philippe Weinzaepfel César Roberto de Souza Noé Pion Gabriela Csurka Yohann Cabon Martin Humenberger	1
+ PDF Chat	Gibson Env: Real-World Perception for Embodied Agents	2018	Fei Xia Amir Zamir Zhiyang He Alexander F. Sax Jitendra Malik Silvio Savarese	1
+	CNN Features off-the-shelf: an Astounding Baseline for Recognition	2014	Ali Sharif Razavian Hossein Azizpour Josephine Sullivan Stefan Carlsson	1
+	UnsuperPoint: End-to-end Unsupervised Interest Point Detector and Descriptor	2019	Peter Christiansen Mikkel Fly Kragh Yury Brodskiy Henrik Karstoft	1
+ PDF Chat	From Coarse to Fine: Robust Hierarchical Localization at Large Scale	2019	Paul-Edouard Sarlin César Cadena Roland Siegwart Marcin Dymczyk	1
+ PDF Chat	The Unreasonable Effectiveness of Deep Features as a Perceptual Metric	2018	Richard Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang	1
+ PDF Chat	Densely Connected Convolutional Networks	2017	Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger	1
+ PDF Chat	Fine-Tuning CNN Image Retrieval with No Human Annotation	2018	Filip Radenović Giorgos Tolias Ondřej Chum	1
+ PDF Chat	HPatches: A Benchmark and Evaluation of Handcrafted and Learned Local Descriptors	2017	Vassileios Balntas Karel Lenc Andrea Vedaldi Krystian Mikolajczyk	1
+ PDF Chat	MegaDepth: Learning Single-View Depth Prediction from Internet Photos	2018	Zhengqi Li Noah Snavely	1
+ PDF Chat	Inverse Path Tracing for Joint Material and Lighting Estimation	2019	Dejan Azinović Tzu‐Mao Li Anton Kaplanyan Matthias NieBner	1
+	Learning to Predict 3D Objects with an Interpolation-based Differentiable Renderer	2019	Wenzheng Chen Jun Gao Huan Ling Edward J. Smith Jaakko Lehtinen Alec Jacobson Sanja Fidler	1
+	PyTorch: An Imperative Style, High-Performance Deep Learning Library	2019	Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury Gregory Chanan Trevor Killeen Zeming Lin Natalia Gimelshein Luca Antiga	1
+ PDF Chat	SIPs: Succinct Interest Points from Unsupervised Inlierness Probability Learning	2019	Titus Cieslewski Konstantinos G. Derpanis Davide Scaramuzza	1
+ PDF Chat	Soft Rasterizer: A Differentiable Renderer for Image-Based 3D Reasoning	2019	Shichen Liu Weikai Chen Tianye Li Hao Li	1
+	UR2KiD: Unifying Retrieval, Keypoint Detection, and Keypoint Description without Local Correspondence Supervision	2020	Tsun-Yi Yang Duy-Kien Nguyen Huub Heijnen Vassileios Balntas	1
+ PDF Chat	Key.Net: Keypoint Detection by Handcrafted and Learned CNN Filters	2019	Axel Barroso Laguna Edgar Riba Daniel Ponsa Krystian Mikolajczyk	1
+	Visual Localization Using Semantic Segmentation and Depth Prediction	2020	Huanhuan Fan Yuhao Zhou Ang Li Shuang Gao Jijunnan Li Yandong Guo	1
+ PDF Chat	SuperGlue: Learning Feature Matching With Graph Neural Networks	2020	Paul-Edouard Sarlin Daniel DeTone Tomasz Malisiewicz Andrew Rabinovich	1
+ PDF Chat	ASLFeat: Learning Local Features of Accurate Shape and Localization	2020	Zixin Luo Lei Zhou Xuyang Bai Hongkai Chen Jiahui Zhang Yao Yao Shiwei Li Tian Fang Long Quan	1
+ PDF Chat	Reinforced Feature Points: Optimizing Feature Detection and Description for a High-Level Task	2020	Aritra Bhowmik Stefan Gumhold Carsten Rother Eric Brachmann	1
+	DISK: Learning local features with policy gradient	2020	Michał J. Tyszkiewicz Pascal Fua Eduard Trulls	1
+ PDF Chat	Hands-On Bayesian Neural Networks—A Tutorial for Deep Learning Users	2022	Laurent Valentin Jospin Hamid Laga Farid Boussaïd Wray Buntine Mohammed Bennamoun	1
+	Robust Image Retrieval-based Visual Localization using Kapture	2020	Martin Humenberger Yohann Cabon Nicolas Guérin Julien Morat Jérôme Revaud Philippe Rerole Noé Pion César Roberto de Souza Vincent Leroy Gabriela Csurka	1
+	Neural Reflectance Fields for Appearance Acquisition	2020	Sai Bi Zexiang Xu Pratul P. Srinivasan Ben Mildenhall Kalyan Sunkavalli Miloš Hašan Yannick Hold-Geoffroy David Kriegman Ravi Ramamoorthi	1
+ PDF Chat	Image Matching Across Wide Baselines: From Paper to Practice	2020	Yuhe Jin Dmytro Mishkin Anastasiia Mishchuk Jiřı́ Matas Pascal Fua Kwang Moo Yi Eduard Trulls	1
+	NeRF++: Analyzing and Improving Neural Radiance Fields	2020	Kai Zhang Gernot Riegler Noah Snavely Vladlen Koltun	1
+ PDF Chat	FaceNet: A unified embedding for face recognition and clustering	2015	Florian Schroff Dmitry Kalenichenko James Philbin	1
+ PDF Chat	ORB-SLAM2: An Open-Source SLAM System for Monocular, Stereo, and RGB-D Cameras	2017	Raul Mur-Artal Juan D. Tardós	1