Representation Learning

Learning to Predict Novel Noun-Noun Compounds ACL 2019 Learning to Predict Without Looking Ahead: World Models Without Forward Prediction NeurIPS 2019 Learning to Reconstruct People in Clothing From a Single RGB Camera CVPR 2019 Learning to Sample CVPR 2019 Learning to Transfer Relational Representations through Analogy AAAI 2019 Learning Transferable Feature Representations Using Neural Networks ACL 2019 Learning Uniform Semantic Features for Natural Language and Programming Language Globally, Locally and Sequentially AAAI 2019 Learning Video Representations From Correspondence Proposals CVPR 2019 Learning With Batch-Wise Optimal Transport Loss for 3D Shape Recognition CVPR 2019 Learn to Scale: Generating Multipolar Normalized Density Maps for Crowd Counting ICCV 2019 Leveraging Web Semantic Knowledge in Word Representation Learning AAAI 2019 Linguistic Versus Latent Relations for Modeling Coherent Flow in Paragraphs EMNLP 2019 Local Temporal Bilinear Pooling for Fine-Grained Action Parsing CVPR 2019 Long-Term Feature Banks for Detailed Video Understanding CVPR 2019 Look Again at the Syntax: Relational Graph Convolutional Network for Gendered Ambiguous Pronoun Resolution ACL 2019 Lost in Evaluation: Misleading Benchmarks for Bilingual Dictionary Induction EMNLP 2019 LSTA: Long Short-Term Attention for Egocentric Action Recognition CVPR 2019 Marginalized Latent Semantic Encoder for Zero-Shot Learning CVPR 2019 Margin-based Parallel Corpus Mining with Multilingual Sentence Embeddings ACL 2019 Mask Scoring R-CNN CVPR 2019 Matching the Blanks: Distributional Similarity for Relation Learning ACL 2019 Memory-Augmented Temporal Dynamic Learning for Action Recognition AAAI 2019 Merge and Label: A Novel Neural Network Architecture for Nested NER ACL 2019 MetaCleaner: Learning to Hallucinate Clean Representations for Noisy-Labeled Visual Recognition CVPR 2019 Metric Learning for Image Registration CVPR 2019