Year  Title  Author 
2017

Deep learning based subdivision approach for large scale macromolecules structure recovery from electron cryo tomograms 
M Xu, X Chai, H Muthakana, X Liang, G Yang

2017

Hierarchical Compression of Deep Convolutional Neural Networks on Large Scale Visual Recognition for Mobile Applications 
B Kim, M Lee, J Kim, J Kim, J Lee

2017

Large Scale Evolution of Convolutional Neural Networks Using Volunteer Computing 
T Desell

2017

Generative Adversarial Learning for Reducing Manual Annotation in Semantic Segmentation on Large Scale Miscroscopy Images: Automated Vessel Segmentation in … 
A Lahiri, K Ayush, PK Biswas, P Mitra

2017

Large scale product search with spatial quantization and deep ranking 
S Qi, Z Kyaw, X Wang, ZL Jiang, J Guan

2017

Dual Temporal Scale Convolutional Neural Network for MicroExpression Recognition 
M Peng, C Wang, T Chen, G Liu, X Fu

2017

Deep Learning Features at Scale for Visual Place Recognition 
Z Chen, A Jacobson, N Sunderhauf, B Upcroft, L Liu

2017

Deep Recurrent Neural Network with Multiple Time scale and Its Real World Applications 
M Lee

2017

Large Scale Cross Category Analysis of Consumer Review Content on Sales Conversion Leveraging Deep Learning 
X Liu, D Lee, K Srinivasan

2017

A Novel WeightShared MultiStage Network Architecture of CNNs for Scale Invariance 
R Takahashi, T Matsubara, K Uehara

2017

Residual Network with Delayed Max Pooling for Very Large Scale Plant Identification 
ST Hang, M Aono

2017

Cognitive Computing Architectures for Machine (Deep) Learning at Scale 
S Mittal

2017

A Machine Learning Based Framework for Verification and Validation of Massive Scale Image Data 
J Ding, XH Hu, V Gudivada

2017

Detection of Anomalies in Large Scale Accounting Data using Deep Autoencoder Networks 
M Schreyer, T Sattarov, D Borth, A Dengel, B Reimer

2017

A Large Scale Prediction Engine for App Install Clicks and Conversions 
N Bhamidipati, R Kant, S Mishra

2017

Large scale automatic image annotation based on convolutional neural network 
R Wang, Y Xie, J Yang, L Xue, M Hu, Q Zhang

2017

Using convolutional networks and satellite imagery to identify patterns in urban environments at a large scale 
A Albert, J Kaur, M Gonzalez

2017

Deep Learning based Large Scale Visual Recommendation and Search for ECommerce 
D Shankar, S Narumanchi, HA Ananya, P Kompalli

2017

Large Scale Novel Object Discovery in 3D 
S Srivastava, G Sharma, B Lall

2017

Effective Visual Tracking Using MultiBlock and Scale Space Based on Kernelized Correlation Filters 
S Jeong, G Kim, S Lee

2017

Improving Efficiency in Deep Learning for Large Scale Visual Recognition 
B Liu

2017

Large scale digital prostate pathology image analysis combining feature extraction and deep neural network 
N Zhou, A Fedorov, F Fennessy, R Kikinis, Y Gao

2017

Large Scale Sensor Data Processing Based On Deep Stacked Autoencoder Network. 
N ELARABY, M ELMOGY, S BARAKAT

2016

Large Scale Business Store Front Detection from Street Level Imagery 
Q Yu, C Szegedy, MC Stumpe, L Yatziv, V Shet, J Ibarz

2016

Large Scale Distributed HessianFree Optimization for Deep Neural Network 
X He, D Mudigere, M Smelyanskiy, M Takáč

2016

TrajectoryBased PlaceRecognition for Efficient Large Scale Localization 
S Lynen, M Bosse, R Siegwart

2016

Saliency meets spatial quantization: A practical framework for large scale product search 
S Qi, K Zawlin, H Zhang, X Wang, K Gao, L Yao

2016

SSDH: Semisupervised Deep Hashing for Large Scale Image Retrieval 
J Zhang, Y Peng, J Zhang

2016

Scale Coding Bag of Deep Features for Human Attribute and Action Recognition 
FS Khan, J van de Weijer, RM Anwer, AD Bagdanov

2016

How to scale distributed deep learning? 
PH Jin, Q Yuan, F Iandola, K Keutzer

2016

OnLine Large Scale Semantic Fusion 
T Cavallari, L Di Stefano

2016

Leveraging Talent Globally to Scale Indian Innovation 
G KATRAGADDA

2016

Whole Layers Transfer Learning of Deep Neural Networks for a Small Scale Dataset 
Y Sawada, K Kozuka

2016

Large Scale Gaussian Process for Overlapbased Object Proposal Scoring 
SL Pintea, S Karaoglu, JC van Gemert

2016

Unsupervised Category Discovery via Looped Deep PseudoTask Optimization Using a Large Scale Radiology Image Database 
X Wang, L Lu, H Shin, L Kim, I Nogues, J Yao

2016

Large Scale Indexing and Searching Deep Convolutional Neural Network Features 
G Amato, F Debole, F Falchi, C Gennaro, F Rabitti

2016

thecerealkiller at SemEval2016 Task 4: Deep learning based system for classifying sentiment of tweets on two point scale 
V Yadav, I Hyderabad

2016

Deep learning and svm classification for plant recognition in contentbased large scale image retrieval 
BP Tóth, DP Márton Tóth, G Szúcs

2016

Weakly Supervised Large Scale Object Localization with Multiple Instance Learning and Bag Splitting. 
W Ren, K Huang, D Tao, T Tan

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 Learning At Scale and At Ease 
W Wang, G Chen, H Chen, TTA Dinh, J Gao, BC Ooi

2016

Adaptive Neuron Apoptosis for Accelerating Deep Learning on Large Scale Systems 
C Siegel, J Daily, A Vishnu

2016

Empirical study of PROXTONE and PROXTONE $^+ $ for Fast Learning of Large Scale Sparse Models 
Z Shi, R Liu

2016

Contextual LSTM (CLSTM) models for Large scale NLP tasks 
S Ghosh, O Vinyals, B Strope, S Roy, T Dean, L Heck

2016

TensorFlow: learning functions at scale 
M Abadi

2016

Large Scale Data Enabled Evolution of Spoken Language Research and Applications 
S Jothilakshmi, VN Gudivada

2016

Deep learning the city: Quantifying urban perception at a global scale 
A Dubey, N Naik, D Parikh, R Raskar, CA Hidalgo

2016

Large Scale Deep Learning for Computer Aided Detection of Mammographic Lesions 
T Kooi, G Litjens, B van Ginneken, A Gubern

2016

Programming and Runtime Support to Blaze FPGA Accelerator Deployment at Datacenter Scale 
M Huang, D Wu, CH Yu, Z Fang, M Interlandi, T Condie

2015

The Validation of the Active Learning in Health Professions Scale 
R Kammer, L Schreiner, YK Kim, A Denial

2015

LCSTS: A Large Scale Chinese Short Text Summarization Dataset 
B Hu, Q Chen, F Zhu

2015

EventNet: A Large Scale Structured Concept Library for Complex Event Detection in Video 
G Ye, Y Li, H Xu, D Liu, SF Chang

2015

Large scale crowd analysis based on convolutional neural network 
L Cao, X Zhang, W Ren, K Huang

2015

MegaFace: A Million Faces for Recognition at Scale 
D Miller, I Kemelmacher

2015

Partitioning Large Scale Deep Belief Networks Using Dropout 
Y Huang, S Zhang

2015

Multisparse Descriptor: A Scale Invariant Feature for Pedestrian Detection 
Y Liu, P Lasang, M Siegel, Q Sun

2015

Transfer learning method using multiprediction deep Boltzmann machines for a small scale dataset 
Y Sawada, K Kozuka

2015

Large Scale Optimization for Machine Learning 
H Wang

2015

An Efficient Map Reduce for Large Scale Deep Belief Nets 
M Bijjili, MV Rao

2015

Understanding and predicting image memorability at a large scale 
A Khosla, AS Raju, A Torralba, A Oliva

2015

Indexing of CNN Features for Large Scale Image Search 
R Liu, Y Zhao, S Wei, Z Zhu, L Liao, S Qiu

2015

Multi Task Sequence Learning for Depression Scale Prediction from Video 
L Chao, J Tao, M Yang, Y Li

2015

A Scale and Translation Invariant Approach for Early Classification of SpatioTemporal Patterns Using Spiking Neural Networks 
B Rekabdar, M Nicolescu, M Nicolescu, MT Saffar

2015

Large Scale Business Discovery from Street Level Imagery 
Q Yu, C Szegedy, M Stumpe, L Yatziv, V Shet, J Ibarz

2015

A Scale Mixture Perspective of Multiplicative Noise in Neural Networks 
E Nalisnick, A Anandkumar, P Smyth

2015

Large Scale Optimization with Proximal Stochastic NewtonType Gradient Descent 
Z Shi, R Liu

2015

Efficient Large Scale Video Classification 
B Varadarajan, G Toderici, S Vijayanarasimhan

2015

DjiNN and Tonic: DNN as a service and its implications for future warehouse scale computers 
J Hauswald, Y Kang, MA Laurenzano, Q Chen, C Li

2015

Large Scale Artificial Neural Network Training Using MultiGPUs 
L Wang, W Wu, J Xiao, Y Yi

2015

What can we learn about CNNs from a large scale controlled object dataset? 
A Borji, S Izadi, L Itti

2015

Large Scale Distributed SemiSupervised Learning Using Streaming Approximation 
S Ravi, Q Diao

2015

Saliency, Scale and Information: Towards a Unifying Theory 
S Rahman, N Bruce

2015

Active Sampler: Lightweight Accelerator for Complex Data Analytics at Scale 
J Gao, HV Jagadish, BC Ooi

2015

Deep Learning for Large Scale Biodiversity Monitoring 
DJ Klein, MW McKown, BR Tershy

2014

How to Scale Up Kernel Methods to Be As Good As Deep Neural Nets 
Z Lu, A May, K Liu, AB Garakani, D Guo, A Bellet, L Fan

2014

Tensor index for large scale image retrieval 
L Zheng, S Wang, P Guo, H Liang, Q Tian

2014

Development And Validation Of Science Homework Scale For MiddleSchool Students 
Y Tas, S Sungur, C Oztekin

2014

UNISENSE: A Unified and Sustainable Sensing and Transport Architecture for Large Scale and Heterogeneous Sensor Networks 
Y Jin, HP Tan

2014

Practice in Synonym Extraction at Large Scale 
L Cao, C Wang
