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knowledge distillation

4,137 papers

KD

Papers

White-to-Black: Efficient Distillation of Black-Box Adversarial Attacks NAACL 2019 WSOD2: Learning Bottom-Up and Top-Down Objectness Distillation for Weakly-Supervised Object Detection ICCV 2019 Zero-Shot Cross-Lingual Abstractive Sentence Summarization through Teaching Generation and Attention ACL 2019 Zero-Shot Knowledge Distillation in Deep Networks ICML 2019 Zero-shot Knowledge Transfer via Adversarial Belief Matching NeurIPS 2019 Analyzing Knowledge Distillation in Neural Machine Translation EMNLP 2018 Apprentice: Using Knowledge Distillation Techniques To Improve Low-Precision Network Accuracy ICLR 2018 A Teacher-Student Framework for Maintainable Dialog Manager EMNLP 2018 Attention-Guided Answer Distillation for Machine Reading Comprehension EMNLP 2018 Better and Faster: Knowledge Transfer from Multiple Self-supervised Learning Tasks via Graph Distillation for Video Classification IJCAI 2018 Born Again Neural Networks ICML 2018 Collaborative Learning for Deep Neural Networks NeurIPS 2018 Compression of End-to-End Models Interspeech 2018 Cooperative Denoising for Distantly Supervised Relation Extraction COLING 2018 Coupled End-to-End Transfer Learning With Generalized Fisher Information CVPR 2018 Deep k-Means: Re-Training and Parameter Sharing with Harder Cluster Assignments for Compressing Deep Convolutions ICML 2018 Deep Mutual Learning CVPR 2018 Distilling Knowledge for Search-based Structured Prediction ACL 2018 Empirical Analysis of Score Fusion Application to Combined Neural Networks for Open Vocabulary Spoken Term Detection Interspeech 2018 Feature Representation of Short Utterances Based on Knowledge Distillation for Spoken Language Identification Interspeech 2018 Generative Bridging Network for Neural Sequence Prediction NAACL 2018 Good View Hunting: Learning Photo Composition From Dense View Pairs CVPR 2018 Improving DNNs Trained with Non-Native Transcriptions Using Knowledge Distillation and Target Interpolation Interspeech 2018 Improving Simple Models with Confidence Profiles NeurIPS 2018 KDGAN: Knowledge Distillation with Generative Adversarial Networks NeurIPS 2018