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Models Matter, So Does Training: An Empirical Study of CNNs for Optical Flow Estimation
Deqing Sun, Jan Kautz, Xiaodong Yang, Ming-Yu Liu , IEEE Transactions on Pattern Analysis and Machine Intelligence , 2018PythonFree
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On Minimum Discrepancy Estimation for Deep Domain Adaptation
Mahsa Baktashmotlagh, Sridha Sridharan, Mohammad Mahfujur Rahman, Clinton Fookes , Domain Adaptation for Visual Understanding , 2019UnspecifiedFree
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Kalman Filter-based Heuristic Ensemble (KFHE): A new perspective on multi-class ensemble classification using Kalman filters
Arjun Pakrashi, Brian Mac Namee , Information Sciences , 2018RFree
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Frequency Separation for Real-World Super-Resolution
Radu Timofte, Shuhang Gu, Manuel Fritsche , Proceedings - 2019 International Conference on Computer Vision Workshop, ICCVW 2019 , 2019PythonFree
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Causal Queries from Observational Data in Biological Systems via Bayesian Networks: An Empirical Study in Small Networks
Matthieu Vignes, Alex White , Methods in Molecular Biology , 2018RFree
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Car Detection using Unmanned Aerial Vehicles: Comparison between Faster R-CNN and YOLOv3
Anis Koubaa, Taha Khursheed, Adel Ammar, Bilel Benjdira, Kais Ouni , 2019 1st International Conference on Unmanned Vehicle Systems-Oman, UVS 2019 , 2018PythonFree
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Generative Visual Manipulation on the Natural Image Manifold
Alexei A. Efros, Jun-Yan Zhu, Philipp Krähenbühl, Eli Shechtman , Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , 2016PythonFree
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DPC-Net: Deep Pose Correction for Visual Localization
Jonathan Kelly, Valentin Peretroukhin , IEEE Robotics and Automation Letters , 2017PythonFree
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Dual Long Short-Term Memory Networks for Sub-Character Representation Learning
Xiaokun Yang, Hua Yan, Zhimin Gao, Han He, Lei Wu, Yi Feng, George Townsend , Advances in Intelligent Systems and Computing , 2017PythonFree
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Neural Collective Entity Linking Based on Recurrent Random Walk Network Learning
Weiming Cai, Yubin Ge, Yubao Liu, Mengge Xue, Linfeng Song, Jinsong Su, Bin Wang , IJCAI International Joint Conference on Artificial Intelligence , 2019PythonFree
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Structured Pruning for Efficient ConvNets via Incremental Regularization
Haoji Hu, Yuehai Wang, Yu Lu, Qiming Zhang, Huan Wang , Proceedings of the International Joint Conference on Neural Networks , 2018MakefileFree
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Generating Abstractive Summaries from Meeting Transcripts
Kazunari Sugiyama, Prasenjit Mitra, Siddhartha Banerjee , DocEng 2015 - Proceedings of the 2015 ACM Symposium on Document Engineering , 2016UnspecifiedFree
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A generalised framework for detailed classification of swimming paths inside the Morris Water Maze
Witold Konopka, Eleni Vasilaki, Avgoustinos Vouros, Katarzyna Lukasiuk, Tiago V. Gehring, Carmen Sandi, Zehai Tu, Kinga Szydlowska, Artur Janusz, Mike Croucher , Scientific Reports , 2017MatlabFree
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ACE: An Actor Ensemble Algorithm for Continuous Control with Tree Search
Shangtong Zhang, Hengshuai Yao, Hao Chen , 33rd AAAI Conference on Artificial Intelligence, AAAI 2019, 31st Innovative Applications of Artificial Intelligence Conference, IAAI 2019 and the 9th AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019 , 2018PythonFree
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Machine learning in cardiovascular flows modeling: Predicting arterial blood pressure from non-invasive 4D flow MRI data using physics-informed neural networks
Paris Perdikaris, Yibo Yang, John A. Detre, Walter R. Witschey, Eileen Hwuang, Georgios Kissas , Computer Methods in Applied Mechanics and Engineering , 2019Jupyter NotebookFree
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MURAUER: Mapping Unlabeled Real Data for Label AUstERity
Horst Bischof, David Schinagl, Michael Opitz, Georg Poier , Proceedings - 2019 IEEE Winter Conference on Applications of Computer Vision, WACV 2019 , 2018PythonFree
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Vector Embedding of Wikipedia Concepts and Entities
Ehsan Sherkat, Evangelos Milios , Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , 2017PythonFree
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Flow-Motion and Depth Network for Monocular Stereo and Beyond
Shaojie Shen, Kaixuan Wang , IEEE Robotics and Automation Letters , 2019PythonFree
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Interoceptive robustness through environment-mediated morphological development
Nick Cheney, Sam Kriegman, Francesco Corucci, Josh C. Bongard , GECCO 2018 - Proceedings of the 2018 Genetic and Evolutionary Computation Conference , 2018C++Free
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Bayesian Poisson Tensor Factorization for Inferring Multilateral Relations from Sparse Dyadic Event Counts
John Paisley, David M. Blei, Aaron Schein, Hanna Wallach , Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining , 2015PythonFree
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Online Adaptation of Convolutional Neural Networks for Video Object Segmentation
Paul Voigtlaender, Bastian Leibe , British Machine Vision Conference 2017, BMVC 2017 , 2017PythonFree
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Multiscale Combinatorial Grouping for Image Segmentation and Object Proposal Generation
Jordi Pont-Tuset, Jitendra Malik, Pablo Arbelaez, Jonathan T. Barron, Ferran Marques , IEEE Transactions on Pattern Analysis and Machine Intelligence , 2015MatlabFree
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Fast Matrix Factorization for Online Recommendation with Implicit Feedback
Xiangnan He, Tat-Seng Chua, Min-Yen Kan, Hanwang Zhang , SIGIR 2016 - Proceedings of the 39th International ACM SIGIR Conference on Research and Development in Information Retrieval , 2017JavaFree
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Replacement AutoEncoder: A Privacy-Preserving Algorithm for Sensory Data Analysis
Richard G. Clegg, Hamed Haddadi, Mohammad Malekzadeh , Proceedings - ACM/IEEE International Conference on Internet of Things Design and Implementation, IoTDI 2018 , 2017PythonFree
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Spoken SQuAD: A Study of Mitigating the Impact of Speech Recognition Errors on Listening Comprehension
Chia-Hsuan Li, Hung-yi Lee, Chi-Liang Liu, Szu-Lin Wu , Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH , 2018ShellFree
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Skopus: Mining top-k sequential patterns under leverage
Geoffrey I. Webb, Tao Li, Nikolaj Tatti, Francois Petitjean , Data Mining and Knowledge Discovery , 2015JavaFree
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Rank Pruning for Dominance Queries in CP-Nets
Kathryn Laing, John Paul Gosling, Peter Adam Thwaites , Journal of Artificial Intelligence Research , 2017RFree
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Multilevel Language and Vision Integration for Text-to-Clip Retrieval
Huijuan Xu, Kate Saenko, Kun He, Stan Sclaroff, Leonid Sigal, Bryan A. Plummer , 33rd AAAI Conference on Artificial Intelligence, AAAI 2019, 31st Innovative Applications of Artificial Intelligence Conference, IAAI 2019 and the 9th AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019 , 2018Jupyter NotebookFree
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Few-Shot Scene Adaptive Crowd Counting Using Meta-Learning
Yang Wang, Mahesh Kumar Krishna Reddy, Mohammad Hossain, Mrigank Rochan , Proceedings - 2020 IEEE Winter Conference on Applications of Computer Vision, WACV 2020 , 2020PythonFree
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News Session-Based Recommendations using Deep Neural Networks
Felipe Ferreira, Gabriel de Souza P. Moreira, Adilson Marques da Cunha , ACM International Conference Proceeding Series , 2018PythonFree
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A Restaurant Process Mixture Model for Connectivity Based Parcellation of the Cortex
Neda Jahanshad, Daniel Moyer, Paul M. Thompson, Boris A Gutman , Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , 2017PythonFree
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Learning Symmetry Consistent Deep CNNs for Face Completion
Jieru Zhu, Guosheng Hu, Meng Wang, Lei Zhang, Ming Liu, Wangmeng Zuo, Xiaoming Li , IEEE Transactions on Image Processing , 2018LuaFree
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Optical Flow Dataset and Benchmark for Visual Crowd Analysis
Erik Bochinski, Tobias Senst, Gregory Schröder, Thomas Sikora , Proceedings of AVSS 2018 - 2018 15th IEEE International Conference on Advanced Video and Signal-Based Surveillance , 2018PythonFree
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A Modular Benchmarking Infrastructure for High-Performance and Reproducible Deep Learning
Daniel Peter, Maciej Besta, Tal Ben-Nun, Simon Huber, Torsten Hoefler, Alexandros Nikolaos Ziogas , Proceedings - 2019 IEEE 33rd International Parallel and Distributed Processing Symposium, IPDPS 2019 , 2019PythonFree
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On Generation of Adversarial Examples using Convex Programming
Emilio Rafael Balda, Rudolf Mathar, Arash Behboodi , Conference Record - Asilomar Conference on Signals, Systems and Computers , 2018PythonFree
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Matchable Image Retrieval by Learning from Surface Reconstruction
Tian Fang, Siyu Zhu, Lei Zhou, Zixin Luo, Runze Zhang, Tianwei Shen, Long Quan , Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , 2018PythonFree
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Image Restoration by Iterative Denoising and Backward Projections
Tom Tirer, Raja Giryes , IEEE Transactions on Image Processing , 2017MatlabFree
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Neural Task Programming: Learning to Generalize Across Hierarchical Tasks
Silvio Savarese, Yuke Zhu, Suraj Nair, Li Fei-Fei, Julian Gao, Danfei Xu, Animesh Garg , Proceedings - IEEE International Conference on Robotics and Automation , 2017PythonFree
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Lasso Regularization Paths for NARMAX Models via Coordinate Descent
Antônio H. Ribeiro, Luis A. Aguirre , Proceedings of the American Control Conference , 2017JuliaFree
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Visualizing the Feature Importance for Black Box Models
Giuseppe Casalicchio, Christoph Molnar, Bernd Bischl , Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , 2018RFree
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Recurrent Neural Networks for Fuzz Testing Web Browsers
Chris W. Johnson, Bjørn Sand Jensen, Martin Sablotny , Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , 2018HTMLFree
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GAN Lab: Understanding Complex Deep Generative Models using Interactive Visual Experimentation
Minsuk Kahng, Duen Horng Chau, Fernanda Viégas, Nikhil Thorat, Martin Wattenberg , IEEE Transactions on Visualization and Computer Graphics , 2018JavaScriptFree
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Empirical Analysis of Foundational Distinctions in Linked Open Data
Luigi Asprino, Valentina Presutti, Paolo Ciancarini, Valerio Basile , IJCAI International Joint Conference on Artificial Intelligence , 2018UnspecifiedFree
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Distribution-Aware Binarization of Neural Networks for Sketch Recognition
Sri Aurobindo Munagala, Rohit Gajawada, Anoop Namboodiri, Vishal Batchu, Ameya Prabhu , Proceedings - 2018 IEEE Winter Conference on Applications of Computer Vision, WACV 2018 , 2018PythonFree
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Social Emotion Mining Techniques for Facebook Posts Reaction Prediction
Tobias Moers, Gerasimos Spanakis, Florian Krebs, Pieter Schaap, Bruno Lubascher , ICAART 2018 - Proceedings of the 10th International Conference on Agents and Artificial Intelligence , 2017PythonFree
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On Inductive Abilities of Latent Factor Models for Relational Learning
Guillaume Bouchard, Théo Trouillon, Éric Gaussier, Christopher R. Dance , Journal of Artificial Intelligence Research , 2017UnspecifiedFree
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Asynchronous Training of Word Embeddings for Large Text Corpora
Zijian Zhang, Jaspreet Singh, Megha Khosla, Jan-Hendrik Zab, Avishek Anand , WSDM 2019 - Proceedings of the 12th ACM International Conference on Web Search and Data Mining , 2018PostScriptFree
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JamBot: Music Theory Aware Chord Based Generation of Polyphonic Music with LSTMs
Yuyi Wang, Jonas Wiesendanger, Gino Brunner, Roger Wattenhofer , Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI , 2017PythonFree
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2D and 3D Vascular Structures Enhancement via Multiscale Fractional Anisotropy Tensor
Shuaa S. Alharbi, Haifa F. Alhasson, Boguslaw Obara , Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , 2019MatlabFree
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Multimodal Joint Emotion and Game Context Recognition in League of Legends Livestreams
James Alfred Walker, Charles Ringer, Mihalis A. Nicolaou , IEEE Conference on Computatonal Intelligence and Games, CIG , 2019PythonFree
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GRN: Gated Relation Network to Enhance Convolutional Neural Network for Named Entity Recognition
Jianguang Lou, Hui Chen, Guiguang Ding, Yusen Zhang, Zijia Lin, Borje Karlsson , 33rd AAAI Conference on Artificial Intelligence, AAAI 2019, 31st Innovative Applications of Artificial Intelligence Conference, IAAI 2019 and the 9th AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019 , 2019PythonFree
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A Unified Framework for Tumor Proliferation Score Prediction in Breast Histopathology
Kyunghyun Paeng, Minsoo Kim, Sangheum Hwang, Sunggyun Park , Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , 2016Jupyter NotebookFree
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Crowdsourced Collective Entity Resolution with Relational Match Propagation
Wei Hu, Zhifeng Bao, Jiacheng Huang, Yuzhong Qu , Proceedings - International Conference on Data Engineering , 2020PythonFree
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A 2D laser rangefinder scans dataset of standard EUR pallets
Renato Zaccaria, Fulvio Mastrogiovanni, Stefano Rovetta, Alessio Capitanelli, Ihab S. Mohamed , Data in Brief , 2018MATLABFree
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Continual Reinforcement Learning in 3D Non-stationary Environments
Vincenzo Lomonaco, Karan Desai, Eugenio Culurciello, Davide Maltoni , IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops , 2019PythonFree
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Spotting Collective Behaviour of Online Frauds in Customer Reviews
Tanmoy Chakraborty, Sarthika Dhawan, Siva Charan Reddy Gangireddy, Shiv Kumar , IJCAI International Joint Conference on Artificial Intelligence , 2019PythonFree
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Indoor occupancy estimation from carbon dioxide concentration
Yeng Chai Soh, Hua Li, Mustafa K. Masood, Chaoyang Jiang , Energy and Buildings , 2016CSSFree
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Saliency Tubes: Visual Explanations for Spatio-Temporal Convolutions
Remco Veltkamp, Grigorios Kalliatakis, Alexandros Stergiou, Christos Chrysoulas, Georgios Kapidis, Ronald Poppe , Proceedings - International Conference on Image Processing, ICIP , 2019PythonFree
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Learning to Bid Without Knowing your Value
Zhe Feng, Vasilis Syrgkanis, Chara Podimata , ACM EC 2018 - Proceedings of the 2018 ACM Conference on Economics and Computation , 2017PythonFree
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Unbiased LambdaMART: An Unbiased Pairwise Learning-to-Rank Algorithm
Ziniu Hu, Qu Peng, Hang Li, Yang Wang , The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019 , 2018C++Free
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Towards Zero-Shot Frame Semantic Parsing for Domain Scaling
Dilek Hakkani-Tur, Ankur Bapna, Larry Heck, Gokhan Tur , Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH , 2017PythonFree
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Feature Pyramid and Hierarchical Boosting Network for Pavement Crack Detection
Fan Yang, Haibin Ling, Danil Prokhorov, Xue Mei, Lei Zhang, Sijia Yu , IEEE Transactions on Intelligent Transportation Systems , 2019C++Free
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Detecting drug-drug interactions using artificial neural networks and classic graph similarity measures
Lior Rokach, Bracha Shapira, Guy Shtar , PLoS ONE , 2019PythonFree
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Autoregressive Policies for Continuous Control Deep Reinforcement Learning
James Bergstra, A. Rupam Mahmood, Gautham Vasan, Dmytro Korenkevych , IJCAI International Joint Conference on Artificial Intelligence , 2019PythonFree
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Neural Wikipedian: Generating Textual Summaries from Knowledge Base Triples
Lucie-Aimée Kaffee, Christoph Gravier, Frederique Laforest, Hady Elsahar, Pavlos Vougiouklis, Jonathon Hare, Elena Simperl , Journal of Web Semantics , 2017C++Free
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Deep Learning for Vanishing Point Detection Using an Inverse Gnomonic Projection
Bodo Rosenhahn, Michael Ying Yang, Hanno Ackermann, Florian Kluger , Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , 2017PythonFree
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Content based News Recommendation via Shortest Entity Distance over Knowledge Graphs
Kevin Joseph, Hui Jiang , The Web Conference 2019 - Companion of the World Wide Web Conference, WWW 2019 , 2019UnspecifiedFree
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MAT-CNN-SOPC: Motionless Analysis of Traffic Using Convolutional Neural Networks on System-On-a-Programmable-Chip
Shoaib Ehsan, Grigorios Kalliatakis, Klaus McDonald-Maier, Sangeet Saha, Somdip Dey, Amit Kumar Singh , 2018 NASA/ESA Conference on Adaptive Hardware and Systems, AHS 2018 , 2018HTMLFree
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Incorporating Features Learned by an Enhanced Deep Knowledge Tracing Model for STEM/Non-STEM Job Prediction
Kai Yang, Chun-kit Yeung, Zizheng Lin, Dit-yan Yeung , International Journal of Artificial Intelligence in Education , 2018Jupyter NotebookFree
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Fine-Grained Segmentation Networks: Self-Supervised Segmentation for Improved Long-Term Visual Localization
Måns Larsson, Fredrik Kahl, Lars Hammarstrand, Carl Toft, Erik Stenborg, Torsten Sattler , Proceedings of the IEEE International Conference on Computer Vision , 2019PythonFree
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Automatic Discovery and Geotagging of Objects from Street View Imagery
Rozenn Dahyot, Vladimir A. Krylov, Eamonn Kenny , Remote Sensing , 2017Jupyter NotebookFree
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Learning representations of irregular particle-detector geometry with distance-weighted graph networks
Yutaro Iiyama, Maurizio Pierini, Jan Kieseler, Shah Rukh Qasim , European Physical Journal C , 2019PythonFree
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Mapping Informal Settlements in Developing Countries using Machine Learning and Low Resolution Multi-spectral Data
Veronika Kopackova, Alejandro Coca-Castro, Bradley Gram-Hansen, Piotr Bilinski, Faiza Azam, Indhu Varatharajan, Patrick Helber , AIES 2019 - Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society , 2019PythonFree
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Accelerating Extreme Classification via Adaptive Feature Agglomeration
Purushottam Kar, Ankit Jalan , IJCAI International Joint Conference on Artificial Intelligence , 2019C++Free
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Probabilistic Formulations of Regression with Mixed Guidance
Ian Davidson, Aubrey Gress , Proceedings - IEEE International Conference on Data Mining, ICDM , 2018PythonFree
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Image Dehazing via Joint Estimation of Transmittance Map and Environmental Illumination
Nishant Mohanty, Shubham Bhuyan, Ranjan Mondal, Sanchayan Santra, Pranoy Panda , 2017 9th International Conference on Advances in Pattern Recognition, ICAPR 2017 , 2018PythonFree
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Discovering Hypernymy in Text-Rich Heterogeneous Information Network by Exploiting Context Granularity
Yuchen Li, Zhengzhi Lou, Jiawei Han, Matthew Walker, Yu Shi, Xinwei He, Qi Zhu, Jiaming Shen, Myunghwan Kim, Naijing Zhang , International Conference on Information and Knowledge Management, Proceedings , 2019PythonFree
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Learning Depth with Convolutional Spatial Propagation Network
Xinjing Cheng, Peng Wang, Ruigang Yang , IEEE Transactions on Pattern Analysis and Machine Intelligence , 2018PythonFree
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Dense Volume-to-Volume Vascular Boundary Detection
Alison Marsden, David Kriegman, Zhuowen Tu, Jameson Merkow , Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , 2016C++Free
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Revisiting the Evaluation of Uncertainty Estimation and Its Application to Explore Model Complexity-Uncertainty Trade-Off
Jinjun Xiong, Yukun Ding, Yiyu Shi, Jinglan Liu , IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops , 2019PythonFree
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JumpReLU: A Retrofit Defense Strategy for Adversarial Attacks
Zhewei Yao, Michael W. Mahoney, N. Benjamin Erichson , ICPRAM 2020 - Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods , 2019PythonFree
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Towards Safety Verification of Direct Perception Neural Networks
Vahid Hashemi, Thomas Brunner, Chih-Hong Cheng, Chung-Hao Huang , Proceedings of the 2020 Design, Automation and Test in Europe Conference and Exhibition, DATE 2020 , 2019Jupyter NotebookFree
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LSCP: Locally Selective Combination in Parallel Outlier Ensembles
Zain Nasrullah, Yue Zhao, Zheng Li, Maciej K. Hryniewicki , SIAM International Conference on Data Mining, SDM 2019 , 2018PythonFree
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Network Recasting: A Universal Method for Network Architecture Transformation
Joonsang Yu, Sungbum Kang, Kiyoung Choi , 33rd AAAI Conference on Artificial Intelligence, AAAI 2019, 31st Innovative Applications of Artificial Intelligence Conference, IAAI 2019 and the 9th AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019 , 2018Jupyter NotebookFree
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Learning agile and dynamic motor skills for legged robots
Joonho Lee, Marco Hutter, Dario Bellicoso, Alexey Dosovitskiy, Vladlen Koltun, Vassilios Tsounis, Jemin Hwangbo , Science Robotics , 2019C++Free
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Interactive Visual Data Exploration with Subjective Feedback: An Information-Theoretic Approach
Emilia Oikarinen, Kai Puolamäki, Bo Kang, Tijl De Bie, Jefrey Lijffijt , Data Mining and Knowledge Discovery , 2017RFree
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Simple yet efficient real-time pose-based action recognition
Thomas Gulde, Cristóbal Curio, Dennis Ludl , 2019 IEEE Intelligent Transportation Systems Conference, ITSC 2019 , 2019PythonFree
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Cycle-IR: Deep Cyclic Image Retargeting
Xuejing Niu, Weimin Tan, Chumin Lin, Bo Yan , IEEE Transactions on Multimedia , 2019PythonFree
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Audio-Visual Model Distillation Using Acoustic Images
Andrés F. Pérez, Pietro Morerio, Valentina Sanguineti, Vittorio Murino , Proceedings - 2020 IEEE Winter Conference on Applications of Computer Vision, WACV 2020 , 2019PythonFree
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Resampling detection of recompressed images via dual-stream convolutional neural network
Lifang Yang, Antao Zhou, Gang Cao, Xianglin Huang, Yonggui Zhu, Gege Song , Mathematical Biosciences and Engineering , 2019PythonFree
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Face-MagNet: Magnifying Feature Maps to Detect Small Faces
Larry Davis, Mahyar Najibi, Rama Chellappa, Pouya Samangouei , Proceedings - 2018 IEEE Winter Conference on Applications of Computer Vision, WACV 2018 , 2018PythonFree
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DeepRec: An Open-source Toolkit for Deep Learning based Recommendation
Yi Tay, Aixin Sun, Shuai Zhang, Lina Yao, Bin Wu , IJCAI International Joint Conference on Artificial Intelligence , 2019PythonFree
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A Regularized Opponent Model with Maximum Entropy Objective
Jun Wang, Zheng Tian, Shihao Zou, Zhichen Gong, Ying Wen, Faiz Punakkath , IJCAI International Joint Conference on Artificial Intelligence , 2019PythonFree
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Rule Induction Partitioning Estimator
Vincent Margot, Olivier Wintenberger, Frederic Guilloux, Jean-Patrick Baudry , Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , 2018Jupyter NotebookFree
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Island Loss for Learning Discriminative Features in Facial Expression Recognition
Yan Tong, Zhiyuan Li, Ahmed Shehab Khan, Jie Cai, Zibo Meng, James O'Reilly , Proceedings - 13th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2018 , 2017PythonFree
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PHom-GeM: Persistent Homology for Generative Models
Radu State, Jeremy Charlier, Jean Hilger , Proceedings - 6th Swiss Conference on Data Science, SDS 2019 , 2019PythonFree
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DEMO-Net: Degree-specific Graph Neural Networks for Node and Graph Classification
Jiejun Xu, Jun Wu, Jingrui He , Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining , 2019PythonFree
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Learning Shape Representation on Sparse Point Clouds for Volumetric Image Segmentation
Yannick Soom, Fabian Balsiger, Olivier Scheidegger, Mauricio Reyes , Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , 2019PythonFree
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Fast and Accurate Time Series Classification with WEASEL
Patrick Schäfer, Ulf Leser , International Conference on Information and Knowledge Management, Proceedings , 2017JavaFree
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End-to-End Neural Ad-hoc Ranking with Kernel Pooling
Jamie Callan, Chenyan Xiong, Zhiyuan Liu, Russell Power, Zhuyun Dai , SIGIR 2017 - Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval , 2017PythonFree
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