Knowledge Distillation

Domain-Invariant Feature Distillation for Cross-Domain Sentiment Classification EMNLP 2019 Dynamic Kernel Distillation for Efficient Pose Estimation in Videos ICCV 2019 EditNTS: An Neural Programmer-Interpreter Model for Sentence Simplification through Explicit Editing ACL 2019 Efficient Video Classification Using Fewer Frames CVPR 2019 End-to-End Speech Translation with Knowledge Distillation Interspeech 2019 Event Representation Learning Enhanced with External Commonsense Knowledge EMNLP 2019 Evolutionary Manytasking Optimization Based on Symbiosis in Biocoenosis AAAI 2019 Exploiting the Ground-Truth: An Adversarial Imitation Based Knowledge Distillation Approach for Event Detection AAAI 2019 Face Photo-Sketch Synthesis via Knowledge Transfer IJCAI 2019 Fast Human Pose Estimation CVPR 2019 Fast Neural Architecture Search of Compact Semantic Segmentation Models via Auxiliary Cells CVPR 2019 Flambé: A Customizable Framework for Machine Learning Experiments ACL 2019 From Horn-SRIQ to Datalog: A Data-Independent Transformation That Preserves Assertion Entailment AAAI 2019 Geometry-Aware Distillation for Indoor Semantic Segmentation CVPR 2019 GTCOM Neural Machine Translation Systems for WMT19 ACL 2019 Guiding CTC Posterior Spike Timings for Improved Posterior Fusion and Knowledge Distillation Interspeech 2019 HyperGAN: A Generative Model for Diverse, Performant Neural Networks ICML 2019 Improved Techniques for Training Adaptive Deep Networks ICCV 2019 Improving Relation Extraction with Knowledge-attention EMNLP 2019 Integration of Deep Learning and Traditional Machine Learning for Knowledge Extraction from Biomedical Literature EMNLP 2019 Iterative Dual Domain Adaptation for Neural Machine Translation EMNLP 2019 Joint Face Detection and Facial Motion Retargeting for Multiple Faces CVPR 2019 Joint Student-Teacher Learning for Audio-Visual Scene-Aware Dialog Interspeech 2019 K for the Price of 1: Parameter-efficient Multi-task and Transfer Learning ICLR 2019 Knowledge Adaptation for Efficient Semantic Segmentation CVPR 2019