Metric Learning

Addressing the Loss-Metric Mismatch with Adaptive Loss Alignment ICML 2019 A Deep Neural Information Fusion Architecture for Textual Network Embeddings EMNLP 2019 Adversarial Learning With Margin-Based Triplet Embedding Regularization ICCV 2019 A Fast Sampling Algorithm for Maximum Inner Product Search AISTATS 2019 AFD-Net: Aggregated Feature Difference Learning for Cross-Spectral Image Patch Matching ICCV 2019 A Geometric Perspective on Optimal Representations for Reinforcement Learning NeurIPS 2019 Aligning Multilingual Word Embeddings for Cross-Modal Retrieval Task EMNLP 2019 A Margin-based Loss with Synthetic Negative Samples for Continuous-output Machine Translation EMNLP 2019 Analysis of Joint Multilingual Sentence Representations and Semantic K-Nearest Neighbor Graphs AAAI 2019 Analyzing and Improving Representations with the Soft Nearest Neighbor Loss ICML 2019 An End-to-End Text-Independent Speaker Verification Framework with a Keyword Adversarial Network Interspeech 2019 A Neurobiological Evaluation Metric for Neural Network Model Search CVPR 2019 Angular Triplet-Center Loss for Multi-View 3D Shape Retrieval AAAI 2019 Answer-Supervised Question Reformulation for Enhancing Conversational Machine Comprehension EMNLP 2019 Application of an Automatic Plagiarism Detection System in a Large-scale Assessment of English Speaking Proficiency ACL 2019 A Resource-Free Evaluation Metric for Cross-Lingual Word Embeddings Based on Graph Modularity ACL 2019 Are You Convinced? Choosing the More Convincing Evidence with a Siamese Network ACL 2019 A Similarity Measurement Method Based on Graph Kernel for Disconnected Graphs IJCAI 2019 A Theoretically Sound Upper Bound on the Triplet Loss for Improving the Efficiency of Deep Distance Metric Learning CVPR 2019 Automatic Generation of Leveled Visual Assessments for Young Learners AAAI 2019 Batch DropBlock Network for Person Re-Identification and Beyond ICCV 2019 Better and Faster: Exponential Loss for Image Patch Matching ICCV 2019 Beyond Vector Spaces: Compact Data Representation as Differentiable Weighted Graphs NeurIPS 2019 Big BiRD: A Large, Fine-Grained, Bigram Relatedness Dataset for Examining Semantic Composition NAACL 2019 Black is to Criminal as Caucasian is to Police: Detecting and Removing Multiclass Bias in Word Embeddings NAACL 2019