Year  Title  Author 
2017

Video superresolution reconstruction based on deep convolutional neural network and spatiotemporal similarity 
L Linghui, D Junping, L Meiyu, R Nan, F Dan

2017

Image processing and understanding based on graph similarity testing: algorithm design and software development 
J Kang

2017

Towards a Hybrid DeepLearning Method for Music Classification and Similarity Measurement 
H Li, X Fei, KM Chao, M Yang, C He

2017

Stacked Denoising AutoencoderBased Deep Collaborative Filtering Using the Change of Similarity 
Y Suzuki, T Ozaki

2017

Cosine Normalization: Using Cosine Similarity Instead of Dot Product in Neural Networks 
L Chunjie, Y Qiang

2017

Modalityspecific Crossmodal Similarity Measurement with Recurrent Attention Network 
Y Peng, J Qi, Y Yuan

2017

Deep learning and shapes similarity for joint segmentation and tracing single neurons in SEM images 
Q Rao, C Xiao, H Han, X Chen, L Shen, Q Xie

2017

Unsupervised Domain Adaptation with Similarity Learning 
PO Pinheiro

2017

Crossmedia Similarity Metric Learning with Unified Deep Networks 
J Qi, X Huang, Y Peng

2017

Imposing ClassWise Feature Similarity in Stacked Autoencoders by Nuclear Norm Regularization 
K Gupta, A Majumdar

2017

Using Deep Learning for Image Similarity in Product Matching 
M Rivas

2017

Appearance invariance in convolutional networks with neighborhood similarity 
T Tasdizen, M Sajjadi, M Javanmardi, N Ramesh

2016

A Data Driven Similarity Measure and Example Mapping Function for General, Unlabelled Data Sets 
D Lejeune, K Driessens

2016

Generating Images with Perceptual Similarity Metrics based on Deep Networks 
A Dosovitskiy, T Brox

2016

Compact Discrete Representations for Scalable Similarity Search 
M Norouzi

2016

Assessing the Corpus Size vs. Similarity Tradeoff for Word Embeddings in Clinical NLP 
K Roberts

2016

Autoencoding beyond pixels using a learned similarity metric 
ABL Larsen, SK Sønderby, O Winther

2016

Siamese Recurrent Architectures for Learning Sentence Similarity 
J Mueller, A Thyagarajan

2016

Accurate prediction of docked protein structure similarity using neural networks and restricted Boltzmann machines 
R Farhoodi, B Akbal

2016

Capturing Semantic Similarity for Entity Linking with Convolutional Neural Networks 
M Francis

2016

Combine multiple mass spectral similarity measures for compound identification 
J Zhang, Y Xia, CH Zheng, B Wang, X Zhang, P Chen

2016

DemvMatchmaker: Emotional Temporal Course Representation And Deep Similarity Matching For Automatic Music Video … 
JC Lin, WL Wei, HM Wang

2016

MayoNLP at SemEval2016 Task 1: Semantic textual similarity based on lexical semantic net and deep learning semantic model 
N Afzal, Y Wang, H Liu

2016

NUIGUNLP at SemEval2016 Task 1: Soft Alignment and Deep Learning for Semantic Textual Similarity 
JP McCrae, K Asooja, N Aggarwal, P Buitelaar

2016

Fbkhltnlp at semeval2016 task 2: A multitask, deep learning approach for interpretable semantic textual similarity 
S Magnolini, A Feltracco, B Magnini

2016

Fast NonParametric Tests of Relative Dependency and Similarity 
W Bounliphone, E Belilovsky, A Tenenhaus

2016

A Deep Siamese Neural Network Learns the HumanPerceived Similarity Structure of Facial Expressions Without Explicit Categories 
SJ Rao, Y Wang, GW Cottrell

2016

Triplet Similarity Embedding for Face Verification 
S Sankaranarayanan, A Alavi, R Chellappa

2016

Multimodal Learning via Exploring Deep Semantic Similarity 
D Hu, X Lu, X Li

2016

M $^ 2$ SNet: MultiModal Similarity Metric Learning based Deep Convolutional Network for Answer Selection 
M Lingxun, L Yan

2016

Kinship Verification from Faces via Similarity Metric Based Convolutional Neural Network 
L Li, X Feng, X Wu, Z Xia, A Hadid

2016

Learning perceptual texture similarity and relative attributes from computational features 
J Lou, L Qi, J Dong, H Yu, G Zhong

2016

Deep pairwise similarity learning for face recognition 
K Grm, S Dobrisek, V Struc

2016

CrossDomain Visual Matching via Generalized Similarity Measure and Feature Learning 
L Lin, G Wang, W Zuo, X Feng, L Zhang

2016

Method for determining similarity of objects represented in images 
M Jones, T Marks, E Ahmed

2016

TagAware Personalized Recommendation Using a DeepSemantic Similarity Model with Negative Sampling 
Z Xu, C Chen, T Lukasiewicz, Y Miao, X Meng

2016

Modeling Time Series Similarity with Siamese Recurrent Networks 
W Pei, DMJ Tax, L van der Maaten

2016

Triangular Similarity Metric Learning: a Siamese Architecture Approach 
L Zheng

2015

Online KernelBased Multimodal Similarity Learning with Application to Image Retrieval 
W Zhang, H Zhang

2015

A novel method based on data visual autoencoding for time series similarity matching 
C Qian, Y Wang, G Hu, L Guo

2015

On metric embedding for boosting semantic similarity computations 
J Subercaze, C Gravier, F Laforest

2015

Similarity Search and Applications: 8th International Conference, SISAP 2015, Glasgow, UK, October 1214, 2015, Proceedings 
G Amato, R Connor, F Falchi, C Gennaro

2015

Video superresolution reconstruction based on correlation learning and spatiotemporal nonlocal similarity 
M Liang, J Du, L Li

2015

MetricFusion: Generalized Metric Swarm Learning for Similarity Measure 
L Zhang, D Zhang

2015

Logistic Similarity Metric Learning For Face Verification 
L Zheng, K Idrissi, C Garcia, S Duffner, A Baskurt

2015

Similarity Learning with Topheavy Ranking Loss for Person Reidentification 
J Wang, N Sang, Z Wang, C Gao

2015

Lemon and Tea Are Not Similar: Measuring WordtoWord Similarity by Combining Different Methods 
R Banjade, N Maharjan, NB Niraula, V Rus, D Gautam

2015

DeepFont: A System for Font Recognition and Similarity 
Z Wang, J Yang, H Jin, J Brandt, E Shechtman

2015

Scalable Multimedia Retrieval by Deep Learning Hashing with Relative Similarity Learning 
L Gao, J Song, F Zou, D Zhang, J Shao

2015

Single Image SuperResolution via Internal Gradient Similarity 
Y Xian, Y Tian

2015

Learning visual similarity for product design with convolutional neural networks 
S Bell, K Bala

2015

Learning to generate images with perceptual similarity metrics 
K Ridgeway, J Snell, B Roads, R Zemel, M Mozer

2015

BitScalable Deep Hashing with Regularized Similarity Learning for Image Retrieval and Person Reidentification 
R Zhang, L Lin, R Zhang, W Zuo, L Zhang

2015

Nonspeaker information reduction from Cosine Similarity Scoring in ivector based speaker verification 
H Zeinali, A Mirian, H Sameti, B BabaAli

2014

CrossModal Similarity Learning: A Low Rank Bilinear Formulation 
C Kang, S Liao, Y He, J Wang, S Xiang, C Pan

2014

Spot the Odd Song Out: Similarity Model Adaptation and Analysis using Relative Human Ratings 
D Wolff

2014

Medical Semantic Similarity with a Neural Language Model 
L De Vine, G Zuccon, B Koopman, L Sitbon, P Bruza

2014

Obtaining Crossmodal Similarity Metric with Deep Neural Architecture 
R Li, F Feng, X Wang, P Lu, B Li
