ShotaroKataoka / challenge_survey.embedding

embeddingを自然言語に限らず幅広くsurveyする。
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discussion space : general #1

Open ShotaroKataoka opened 5 years ago

ShotaroKataoka commented 5 years ago

概要

embedding関係の総論的なディスカッションスペース

今後の調査方針なども含めて議論しましょう。

ShotaroKataoka commented 5 years ago

AAAI-19採択論文の中でタイトルにEmbedを含むもの(50件)

Deep Single-View 3D Object Reconstruction with Visual Hull Embedding Word Embedding as Maximum A Posteriori Estimation Learning to Embed Sentences Using Attentive Recursive Trees HSME: Hypersphere Manifold Embedding for Visible Thermal Person Re-identification Embedding Uncertain Knowledge Graphs TransGate: Knowledge Graph Embedding with Shared Gate Structure Similarity Learning via Kernel Preserving Embedding Unified Embedding Alignment with Missing Views Inferring for Incomplete Multi-View Efficient Region Embedding with Multi-view Spatial Networks: A Perspective of LocalityConstrained Spatial Autocorrelations A Dual Attention Network with Semantic Embedding for Few-shot Learning Heterogeneous Transfer Learning via Deep Matrix Completion with Adversarial Kernel Embedding Less but Better: Generalization Enhancement of Ordinal Embedding via Distributional Margin Adaptive Region Embedding for Text Classification Outlier Aware Network Embedding for Attributed Networks ColNet: Embedding the Semantics of Web Tables for Column Type Prediction Two-Stage Label Embedding via Neural Factorization Machine for MultiLabel Classification SepNE: Bringing Separability to Network Embedding Online Embedding Compression for Text Classification using Low Rank Matrix Factorization Logic Attention Based Neighborhood Aggregation for Inductive Knowledge Graph Embedding Incorporating Network Embedding into Markov Random Field for Better Community Detection On Completing Sparse Knowledge Graph with Transitive Relation Embedding Exploiting Sentence Embedding for Medical Question Answering ATP: Directed Graph Embedding with Asymmetric Transitivity Preservation Task Embedded Coordinate Update: A Realizable Framework for Multivariate Non-convex Optimization Embedding-based Complex Feature Value Coupling Learning for Detecting Outliers in Non-IID Categorical Data LENA: Locality-Expanded Neural Embedding for Knowledge Base Completion Antonym-Synonym Classification based on New Sub-space Embeddings Large-Scale Heterogeneous Feature Embedding Few-Shot Image and Sentence Matching via Gated Visual-Semantic Embedding Robust Ordinal Embedding from Contaminated Relative Comparisons Personalized Question Routing via Heterogeneous Network Embedding Entity Alignment between Knowledge Graphs Using Attribute Embeddings Relation Structure-Aware Heterogeneous Information Network Embedding Label Embedding with Partial Heterogeneous Contexts Deep Embedding Features for Salient Object Detection Hyperbolic Heterogeneous Information Network Embedding Building Temporal Word Embeddings with a Compass Fast PMI-Based Word Embedding with Efficient Use of Unobserved Patterns Near-lossless Binarization of Word Embeddings Robust Negative Sampling for Network Embedding On Lifted Inference using Neural Embeddings Enriching Word Embeddings with a Regressor Instead of Labeled Corpora Improved Knowledge Graph Embedding using Background Taxonomic Information TransConv: Relationship Embedding in Social Networks Improving GAN with neighbors embedding and gradient matching Distant Supervision for Relation Extraction with Linear Attenuation Simulation and NonIID Relevance Embedding Character n-gram Embeddings to Improve RNN Language Models Network Structure and Transfer Behaviors Embedding via Deep Prediction Model A Hierarchical Multi-task Approach for Learning Embeddings from Semantic Tasks GlobalTrait: Personality Alignment of Multilingual Word Embeddings

network embeddingが多い印象。 あとHeterogeneous(異質)な情報の埋め込みもキーワードっぽい?