Embedding Learning

Subspace Learning with Partial Information JMLR 2016 Sub-Word Similarity based Search for Embeddings: Inducing Rare-Word Embeddings for Word Similarity Tasks and Language Modelling COLING 2016 Supervised and Semi-Supervised Text Categorization using LSTM for Region Embeddings ICML 2016 Supervised Quantization for Similarity Search CVPR 2016 Tight Variational Bounds via Random Projections and I-Projections AISTATS 2016 Topic-Based Embeddings for Learning from Large Knowledge Graphs AISTATS 2016 Trace Quotient Meets Sparsity: A Method for Learning Low Dimensional Image Representations CVPR 2016 Training and Evaluating Multimodal Word Embeddings with Large-scale Web Annotated Images NeurIPS 2016 Unsupervised Deep Embedding for Clustering Analysis ICML 2016 Variational Inference for Latent Variables and Uncertain Inputs in Gaussian Processes JMLR 2016 Visual Word2Vec (vis-w2v): Learning Visually Grounded Word Embeddings Using Abstract Scenes CVPR 2016 Web Data Selection Based on Word Embedding for Low-Resource Speech Recognition Interspeech 2016 WordForce: Visualizing Controversial Words in Debates COLING 2016 A Deep Visual Correspondence Embedding Model for Stereo Matching Costs ICCV 2015 A fast, universal algorithm to learn parametric nonlinear embeddings NeurIPS 2015 Alternating Co-Quantization for Cross-Modal Hashing ICCV 2015 An NMF Perspective on Binary Hashing ICCV 2015 Associating Neural Word Embeddings With Deep Image Representations Using Fisher Vectors CVPR 2015 BilBOWA: Fast Bilingual Distributed Representations without Word Alignments ICML 2015 Bilinear Random Projections for Locality-Sensitive Binary Codes CVPR 2015 Binary Embedding: Fundamental Limits and Fast Algorithm ICML 2015 Compressive spectral embedding: sidestepping the SVD NeurIPS 2015 Cross-Domain Matching for Bag-of-Words Data via Kernel Embeddings of Latent Distributions NeurIPS 2015 Cross-domain recommendation without shared users or items by sharing latent vector distributions AISTATS 2015 Deep Correlation for Matching Images and Text CVPR 2015