Topic 862: Vision 87


Title (link) Author Date Votes Error
THOR Challenge Roozbeh Mottaghi, Eric Kolve, Daniel Gordon 2017
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Image Captions 2010 Cyrus Rashtchian, Peter Young, Micah Hodosh, and Julia Hockenmaier 2010
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Image Captions 2013 Cyrus Rashtchian, Peter Young, Micah Hodosh, and Julia Hockenmaier 2013
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The Behance Artistic Media Dataset Michael Wilber, Chen Fang, Hailin Jin, Aaron Hertzmann, John Collomosse, Serge Belongie 2017
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twentybn datasets Christian Thurau, Roland Memisevic, Florian Hoppe, Ingo Bax 2016
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Kinetics: YouTube Video Understanding Dataset Will Kay, Joao Carreira, Karen Simonyan, Brian Zhang, Chloe Hillier, Sudheendra Vijayanarasimhan, Fabio Viola, Tim Green, Trevor Back, Paul Natsev, Mustafa Suleyman, Andrew Zisserman 2017
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Title (link) Lecturer Date Votes Error
Computer vision - local connectivity Hugo Larochelle 2017
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Face Detection and Recognition II Chuck Dyer 2018
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Does the Brain do Inverse Graphics? Geoffrey Hinton, Alex Krizhevsky, Navdeep Jaitly, Tijmen Tieleman, Yichuan Tang 2012
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Computer vision - pooling and subsampling Hugo Larochelle 2017
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Computer vision - example Hugo Larochelle 2017
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Language+Vision Mohit Bansal 2017
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Computer vision Hugo Larochelle 2017
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Image Captioning Stephen Clark 2017
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Computer vision - data set expansion Hugo Larochelle 2017
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Computer vision tasks François Fleuret 2019
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Computer vision - motivation Hugo Larochelle 2017
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Networks for image classification François Fleuret 2019
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Computer vision - convolutional RBM Hugo Larochelle 2017
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Networks for object detection François Fleuret 2019
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Computer vision - parameter sharing Hugo Larochelle 2017
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Networks for semantic segmentation François Fleuret 2019
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Advanced Applications: Computer Vision and Robotics * Dan Klein and Pieter Abbeel 2014
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Computer vision - object recognition Hugo Larochelle 2017
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Face Detection and Recognition I Chuck Dyer 2018
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Title (link) Author Date Votes Error
Language and Vision Xavier Giro-i-Nieto 2018
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Audio and vision Xavier Giro-i-Nieto 2018
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"Reasoning, Attention and Memory" Sumit Chopra 2016
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Title (link) Author Date Votes Error
Self-supervised Learning for Visual Recognition Hamed Pirsiavash 2017
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AI\\\Python Computer Vision Tutorial with OpenCV Rinu Gour 2018
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Title (link) Author Date Votes Error
Connecting Language and Vision to Actions Peter Anderson, Qi Wu, Abhishek Das 1338
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A Year In Computer Vision Benjamin F. Duffy, Daniel R. Flynn 2017
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Title (link) Author Date Votes Error
Sign-Recognition Kashyap Raval 2017
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3D Face Recognition from a Single Image Aaron S. Jackson, Adrian Bulat, Vasileios Argyriou, Georgios Tzimiropoulos 2017
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Visdom Facebook 2017
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A Hierarchical Approach for Generating Descriptive Image Paragraphs Jonathan Krause, Justin Johnson, Ranjay Krishna, Fei-Fei Li 2017
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PyTorch Geometry E. Riba, M. Fathollahi, W. Chaney, E. Rublee, G. Bradski 2019
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Neural Network to colorize grayscale images pavelgonchar 2016
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Luminoth: Open Source Computer Vision Toolkit Tryolabs 2017
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AVA Dataset Chunhui Gu 2017
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Eigenfaces¶ ml4a 2017
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Title (link) Author Date Votes Error
Computer Vision Andreessen Horowitz 2017
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Essentials of Deep Learning: Exploring Unsupervised Deep Learning Algorithms for Computer Vision Faizan Shaikh 2018
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Tag2Image and Image2Tag?—?Joint representations for images and text Amine Aoullay 2018
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Using Object Detection for Complex Image Classification Scenarios Part 1: Aaron (Ari) Bornstein 2018
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Using Object Detection for Complex Image Classification Scenarios Part 2: Aaron (Ari) Bornstein 2018
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FigureQA: an annotated figure dataset for visual reasoning Author Unknown 2017
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An On-device Deep Neural Network for Face Detection Computer Vision Machine Learning Team 2017
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Teachable Machine Google 2017
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Variational Autoencoder in Tensorflow – facial expression low dimensional embedding Int8 2016
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Image Recognition with Keras 2.0 Nachiketh Prabhakar 2017
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Top 10 Pretrained Models to get you Started with Deep Learning (Part 1 – Computer Vision) Pranav Dar 2018
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Hello, World: Building an AI that understands the world through video Twenty Billion Neurons 2017
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Introduction to Image Caption Generation using the Avenger’s Infinity War Characters Mohammad Shahebaz 2018
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Building an image search service from scratch Emmanuel Ameisen 2018
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The Basics of Video Object Segmentation Eddie Smolyansky 2017
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NLP's ImageNet moment has arrived Sebastian Ruder 2018
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AI Tool Aims to Transform Radiology Elaine Sanchez Wilson 2015
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Face recognition with OpenCV, Python, and deep learning Adrian Rosebrock 2018
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Introduction to Altair - A Declaritive Visualization Library in Python Shubham Jain 2017
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Title (link) Author Date Votes Error
Recent Image Search Techniques: Introduction Sung-Eui Yoon 2016
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Zero-Shot Learning Timothy Hospedales 2016
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Deep Learning #1: Setting up AWS & Image Recognition Rutger Ruizendaal 2017
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Sparse Modeling in Image Processing and Deep Learning Michael Elad 2018
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Embodied Agents & Environments Abhishek Das 2018
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VQA -> Visual Dialog Devi Parikh 2017
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Object Detection Andrew Ng 2019
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Learning to Segment Piotr Dollar 2016
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Application : traitement d’images Margaux Luck 2017
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Embodied Agents & Environments (Part 2) Abhishek Das 2018
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ACL Tutorial: Connecting Language and Vision to Actions Part 2 Qi Wu 2018
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Zero-Shot Learning for Computer Vision Thomas Mensink, Efstratios Gavves, Zeynep Akata, Cees Snoek 2017
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Reinforcement Learning in Language and Vision Abhishek Das 2018
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Interpretable Discovery in Large Image Data Sets Kiri L. Wagstaff and Jake Lee 2017
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Vision Y LeCun 2017
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Recognizing and Learning ?Object Categories: Year 2009 Li Fei-Fei, Rob Fergus, Antonio Torralba 2009
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Deep Learning for Computer Vision Lex Fridman 2017
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ACL Tutorial: Connecting Language and Vision to Actions Part 2 Qi Wu 1338
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EECS 442 Computer Vision S. Lazebnik 2017
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Deep Learning & Feature Learning Methods for Vision Rob Fergus, Kai Yu, Marc’Aurelio Ranzato, Honglak Lee, Ruslan Salakhutdinov, Graham Taylor 2012
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Face Reconstruction using EigenFaces (C++/Python) Satya Mallick 2018
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Vision-and-Language Navigation: Interpreting visually-grounded navigation instructions in real environments Peter Anderson, Qi Wu, Damien Teney, Jake Bruce, Mark Johnson, Niko Sünderhauf, Ian Reid, Stephen Gould, Anton van den Hengel 1338
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FAIR COCO Object Detection Sergey Zagoruyko, Tsung-Yi Lin 2015
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ConvnetJS demo: Image "Painting" Andrej Karpathy 2013
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Face Reconstruction using EigenFaces Code (C++/Python) Satya Mallick 2018
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A Simple Introduction to Facial Recognition (with Python codes) Guest Blog 2018
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Image Recognition - TensorFlow Tutorials TensorFlow Team 2017
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