Deep Learning Publication Navigator - subtopic: dataset


Year TitleAuthor
2017   Deep learning in breast cancer risk assessment: evaluation of convolutional neural networks on a clinical dataset of full-field digital mammograms  H Li, ML Giger, BQ Huynh, NO Antropova
2017   Kernelized Support Vector Machine with Deep learning: an Efficient Approach for extreme multiclass dataset  M Zareapoor, P Shamsolmoali, J Yang
2017   A Dataset and a Technique for Generalized Nuclear Segmentation for Computational Pathology.  N Kumar, R Verma, S Sharma, S Bhargava
2017   Experiential Learning in Data Science: From the Dataset Repository to the Platform of Experiences  C Analide, P Kim
2017   BAM! The Behance Artistic Media Dataset for Recognition Beyond Photography  MJ Wilber, C Fang, H Jin, A Hertzmann, J Collomosse
2017   The BDD-Nexar Collective: A Large-Scale, Crowsourced, Dataset of Driving Scenes  V Madhavan, T Darrell
2017   An Integrated Simulator and Dataset that Combines Grasping and Vision for Deep Learning  M Veres, M Moussa, GW Taylor
2017   EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification  P Helber, B Bischke, A Dengel, D Borth
2017   Open Source Dataset and Deep Learning Models for Online Digit Gesture Recognition on Touchscreens  PJ Corr, GC Silvestre, CJ Bleakley
2017   Deep learning in breast cancer risk assessment: evaluation of convolutional neural networks on a clinical dataset of full-field digital mammograms.  H Li, ML Giger, BQ Huynh, NO Antropova
2017   Multimodal Dialogs (MMD): A large-scale dataset for studying multimodal domain-aware conversations  A Saha, M Khapra, K Sankaranarayanan
2017   Context-Independent Polyphonic Piano Onset Transcription with an Infinite Training Dataset  S Li
2017   A large-scale and global car dataset for verification  L Hu, X Luo, J Deng, F Lai, J Hu, Y Yu
2017   Sensitive Deep Convolutional Neural Network for Face Recognition at Large Standoffs with Small Dataset  A Jalali, R Mallipeddi, M Lee
2017   Lung cancer classification using deep learned features on low population dataset  SM Salaken, A Khosravi, A Khatami, S Nahavandi
2017   Convolutional Neural Network Based Clustering and Manifold Learning Method for Diabetic Plantar Pressure Imaging Dataset  Z Li, N Dey, AS Ashour, L Cao, Y Wang, D Wang
2017   How far are we from solving the 2D & 3D Face Alignment problem?(and a dataset of 230,000 3D facial landmarks)  A Bulat, G Tzimiropoulos
2017   HolStep: a Machine Learning Dataset for Higher-Order Logic Theorem Proving  C Kaliszyk, F Chollet, C Szegedy
2017   Extraction of Major Features for Major Adverse Cardiac Events from KAMIR Dataset Based on Deep Learning Algorithm  H Park
2017   A deep learning-inspired model of the hippocampus as storage device of the brain extended dataset  A Fontana
2017   SearchQA: A New Q&A Dataset Augmented with Context from a Search Engine  M Dunn, L Sagun, M Higgins, U Guney, V Cirik, K Cho
2017   A pressure map dataset for posture and subject analytics  MB Pouyan, J Birjandtalab, M Heydarzadeh, M Nourani
2017   On looking at faces in an automobile: Issues, algorithms and evaluation on naturalistic driving dataset  K Yuen, S Martin, MM Trivedi
2017   Identification of autism spectrum disorder using deep learning and the ABIDE dataset  AS Heinsfeld, AR Franco, RC Craddock, A Buchweitz
2016   Object Classification on A Newly presented RGB-D Dataset  W Xiong
2016   Dataset Augmentation Based on Occlusion and Inpainting  BO Chandler
2016   Automatic Model Based Dataset Generation for Fast and Accurate Crop and Weeds Detection  M Di Cicco, C Potena, G Grisetti, A Pretto
2016   Non-stationary VFD Evaluation Kit: Dataset and Metrics to Fuel Video-Based Fire Detection Development  SS da Costa Botelho
2016   Toward Real-time Brain Sensing for Learning Assessment: Building a Rich Dataset  S Keating, E Walker, A Motupali, E Solovey
2016   Benchmarking spike-based visual recognition: a dataset and evaluation  Q Liu, G Pineda
2016   USED: a large-scale social event detection dataset  K Ahmad, N Conci, G Boato, FGB De Natale
2016   Whole Layers Transfer Learning of Deep Neural Networks for a Small Scale Dataset  Y Sawada, K Kozuka
2016   The Cityscapes Dataset for Semantic Urban Scene Understanding  M Cordts, M Omran, S Ramos, T Rehfeld, M Enzweiler
2016   Neural Dataset Generality  R Venkatesan, V Gattupalli, B Li
2016   Segmenting Brain Tissues from Chinese Visible Human Dataset by Deep-Learned Features with Stacked Autoencoder  G Zhao, X Wang, Y Niu, L Tan, SX Zhang
2016   iLab-20M: A Large-Scale Controlled Object Dataset to Investigate Deep Learning  A Borji, S Izadi, L Itti
2016   Automatic Age and Gender Recognition in Human Face Image Dataset using Convolutional Neural Network System  S Shaik, AA Micheal
2016   UMDFaces: An Annotated Face Dataset for Training Deep Networks  A Bansal, A Nanduri, C Castillo, R Ranjan
2016   Online Handwritten Gurmukhi Strokes Dataset Based on Minimal Set of Words  S Singh, A Sharma, I Chhabra
2016   Building a large scale dataset for image emotion recognition: The fine print and the benchmark  Q You, J Luo, H Jin, J Yang
2016   Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning  HC Shin, HR Roth, M Gao, L Lu, Z Xu, I Nogues, J Yao
2016   A Large Contextual Dataset for Classification, Detection and Counting of Cars with Deep Learning  TN Mundhenk, G Konjevod, WA Sakla, K Boakye
2016   Stacked Deep Polynomial Network Based Representation Learning for Tumor Classification with Small Ultrasound Image Dataset  J Shi, S Zhou, X Liu, Q Zhang, M Lu, T Wang
2016   AID: A Benchmark Dataset for Performance Evaluation of Aerial Scene Classification  GS Xia, J Hu, F Hu, B Shi, X Bai, Y Zhong, L Zhang
2016   FMA: A Dataset For Music Analysis  K Benzi, M Defferrard, P Vandergheynst, X Bresson
2016   Towards an" In-the-Wild" Emotion Dataset Using a Game-based Framework  W Li, F Abtahi, C Tsangouri, Z Zhu
2016   A Recursive Framework for Expression Recognition: From Web Images to Deep Models to Game Dataset  W Li, C Tsangouri, F Abtahi, Z Zhu
2016   Exploring imbalanced class issue in handwritten dataset using convolutional neural networks and deep belief networks  AR Ismail, AZ Abdullah
2016   Emotion recognition from face dataset using deep neural nets  D Das, A Chakrabarty
2016   A Comparative Analysis of Deep and Shallow Features for Multimodal Face Recognition in a Novel RGB-D-IR Dataset  T Freitas, PG Alves, C Carpinteiro, J Rodrigues
2016   Bi-Modal Music Emotion Recognition: Novel Lyrical Features and Dataset  R Malheiro, R Panda, P Gomes, R Paiva
2016   Improved Automated Detection of Diabetic Retinopathy on a Publicly Available Dataset Through Integration of Deep LearningDeep Learning Detection of Diabetic …  MD Abràmoff, Y Lou, A Erginay, W Clarida, R Amelon
2015   Dataset Curation through Renders and Ontology Matching  Y Movshovitz
2015   Tumor Classification by Deep Polynomial Network and Multiple Kernel Learning on Small Ultrasound Image Dataset  X Liu, J Shi, Q Zhang
2015   LCSTS: A Large Scale Chinese Short Text Summarization Dataset  B Hu, Q Chen, F Zhu
2015   A Deeper Look at Dataset Bias  T Tommasi, N Patricia, B Caputo, T Tuytelaars
2015   Transfer learning method using multi-prediction deep Boltzmann machines for a small scale dataset  Y Sawada, K Kozuka
2015   Data-augmentation for reducing dataset bias in person re-identification  N McLaughlin, JM Del Rincon, P Miller
2015   Affect Recognition in a Realistic Movie Dataset Using a Hierarchical Approach  J Dumoulin, D Affi, E Mugellini, O Abou Khaled
2015   Automatic Image Dataset Construction from Click-through Logs Using Deep Neural Network  Y Bai, K Yang, W Yu, C Xu, WY Ma, T Zhao
2015   Comparison of Image Classification Models on Varying Dataset Sizes  TP Wiradarma
2015   Large-Scale Deep Learning on the YFCC100M Dataset  K Ni, R Pearce, K Boakye, B Van Essen, D Borth
2015   Fine-grained Categorization and Dataset Bootstrapping using Deep Metric Learning with Humans in the Loop  Y Cui, F Zhou, Y Lin, S Belongie
2015   Construction of a Large-scale Image Dataset using Deep Learning with Humans in the Loop  F Yu, Y Zhang, S Song, A Seff, J Xiao
2015   PASCAL Boundaries: A Class-Agnostic Semantic Boundary Dataset  V Premachandran, B Bonev, AL Yuille
2015   To Skip or not to Skip? A Dataset of Spontaneous Affective Response of Online Advertising (SARA) for Audience Behavior Analysis  S Yang, L An, M Kafai, B Bhanu
2015   A Large Dataset to Train Convolutional Networks for Disparity, Optical Flow, and Scene Flow Estimation  N Mayer, E Ilg, P Häusser, P Fischer, D Cremers
2015   FooDD: Food Detection Dataset for Calorie Measurement Using Food Images  P Pouladzadeh, A Yassine, S Shirmohammadi
2015   Medical Image Deep Learning with Hospital PACS Dataset  J Cho, K Lee, E Shin, G Choy, S Do
2015   CSE255 Assignment 1 Improved image-based recommendations for what not to wear dataset  P Agrawal, S Shah
2015   CORE: A Dataset of Critical Objects for Response to Emergency  AA Ambarak, J Steele, H Zhang
2015   WIKIQA: A Challenge Dataset for Open-Domain Question Answering  Y Yang, W Yih, C Meek
2014   Modeling of class imbalance using an empirical approach with spambase dataset and random forest classification  K Kotipalli, S Suthaharan
2014   Cross Dataset Person Re-identification  Y Hu, D Yi, S Liao, Z Lei, SZ Li