Representation Learning

Deep Metric Learning Beyond Binary Supervision CVPR 2019 Deep Mixture of Experts via Shallow Embedding UAI 2019 Deep Multi-Task Learning with Adversarial-and-Cooperative Nets IJCAI 2019 Deep Neural Model Inspection and Comparison via Functional Neuron Pathways ACL 2019 Deep Neural Models for Medical Concept Normalization in User-Generated Texts ACL 2019 Deep neural model with enhanced embeddings for pharmaceutical and chemical entities recognition in Spanish clinical text EMNLP 2019 Deep Non-Rigid Structure From Motion ICCV 2019 Deep Ordinal Regression for Pledge Specificity Prediction EMNLP 2019 Deep Residual Output Layers for Neural Language Generation ICML 2019 Deep RNN Framework for Visual Sequential Applications CVPR 2019 Deep Robust Unsupervised Multi-Modal Network AAAI 2019 DeepSDF: Learning Continuous Signed Distance Functions for Shape Representation CVPR 2019 Deep Session Interest Network for Click-Through Rate Prediction IJCAI 2019 Deep Set Prediction Networks NeurIPS 2019 Deep Signature Transforms NeurIPS 2019 Deep Speaker Embedding Extraction with Channel-Wise Feature Responses and Additive Supervision Softmax Loss Function Interspeech 2019 Deep Spectral Clustering Using Dual Autoencoder Network CVPR 2019 Deep Spectral Kernel Learning IJCAI 2019 Deep Spherical Quantization for Image Search CVPR 2019 DeepSTN+: Context-Aware Spatial-Temporal Neural Network for Crowd Flow Prediction in Metropolis AAAI 2019 Deep Structured Prediction for Facial Landmark Detection NeurIPS 2019 Deep Supervised Cross-Modal Retrieval CVPR 2019 Deep Supervised Summarization: Algorithm and Application to Learning Instructions NeurIPS 2019 Deep Switch Networks for Generating Discrete Data and Language AISTATS 2019 DeepTileBars: Visualizing Term Distribution for Neural Information Retrieval AAAI 2019