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Embedding Learning

3751 directly classified papers

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Papers

DeepFM: A Factorization-Machine based Neural Network for CTR Prediction IJCAI 2017
Matrix Norm Estimation from a Few Entries NIPS 2017
Conditional Similarity Networks CVPR 2017
Learning a Deep Embedding Model for Zero-Shot Learning CVPR 2017
A Preliminary Phonetic Investigation of Alphabetic Words in Mandarin Chinese INTERSPEECH 2017
Video2Shop: Exact Matching Clothes in Videos to Online Shopping Images CVPR 2017
Deep Supervised Hashing with Nonlinear Projections IJCAI 2017
Inductive Representation Learning on Large Graphs NIPS 2017
End-to-End Text-Independent Speaker Verification with Triplet Loss on Short Utterances INTERSPEECH 2017
Poincaré Embeddings for Learning Hierarchical Representations NIPS 2017
Multiscale Quantization for Fast Similarity Search NIPS 2017
Exploiting Morphological Regularities in Distributional Word Representations EMNLP 2017
A Factored Neural Network Model for Characterizing Online Discussions in Vector Space EMNLP 2017
A Disentangled Recognition and Nonlinear Dynamics Model for Unsupervised Learning NIPS 2017
Relative Error Embeddings of the Gaussian Kernel Distance ALT 2017
DropoutNet: Addressing Cold Start in Recommender Systems NIPS 2017
Entity Linking via Joint Encoding of Types, Descriptions, and Context EMNLP 2017
Morph-fitting: Fine-Tuning Word Vector Spaces with Simple Language-Specific Rules ACL 2017
G2DeNet: Global Gaussian Distribution Embedding Network and Its Application to Visual Recognition CVPR 2017
The strange geometry of skip-gram with negative sampling EMNLP 2017
Learning Concise Representations of Users' Influences through Online Behaviors IJCAI 2017
Generalizing to Unseen Entities and Entity Pairs with Row-less Universal Schema EACL 2017
Semi-supervised Orthogonal Graph Embedding with Recursive Projections IJCAI 2017
Cross-Domain Recommendation: An Embedding and Mapping Approach IJCAI 2017
Discriminative Deep Hashing for Scalable Face Image Retrieval IJCAI 2017