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knowledge distillation

3725 papers

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Also known as

KD

Co-occurring keywords

model compression (3302) large language model (13587) transfer learning (5449) domain adaptation (4595) representation learning (6206) neural network (6616) language model (4599) catastrophic forgetting (958) continual learning (1181) contrastive learning (4032)

Papers

Low-resource Low-footprint Wake-word Detection using Knowledge Distillation INTERSPEECH 2022
Improving ASR Robustness in Noisy Condition Through VAD Integration INTERSPEECH 2022
Knowledge Distillation via Module Replacing for Automatic Speech Recognition with Recurrent Neural Network Transducer INTERSPEECH 2022
A Closer Look at Parameter Contributions When Training Neural Language and Translation Models COLING 2022
Compressing Models With Few Samples: Mimicking Then Replacing CVPR 2022
Learning to Generate Question by Asking Question: A Primal-Dual Approach with Uncommon Word Generation EMNLP 2022
Augmented Geometric Distillation for Data-Free Incremental Person ReID CVPR 2022
Distillation Using Oracle Queries for Transformer-Based Human-Object Interaction Detection CVPR 2022
Anomaly Detection via Reverse Distillation From One-Class Embedding CVPR 2022
Not All Relations Are Equal: Mining Informative Labels for Scene Graph Generation CVPR 2022
Knowledge Distillation: A Good Teacher Is Patient and Consistent CVPR 2022
Tutoring Helps Students Learn Better: Improving Knowledge Distillation for BERT with Tutor Network EMNLP 2022
PCA-Based Knowledge Distillation Towards Lightweight and Content-Style Balanced Photorealistic Style Transfer Models CVPR 2022
Point-to-Voxel Knowledge Distillation for LiDAR Semantic Segmentation CVPR 2022
Lifelong Unsupervised Domain Adaptive Person Re-Identification With Coordinated Anti-Forgetting and Adaptation CVPR 2022
Backdoor Attacks on Self-Supervised Learning CVPR 2022
Sparse2Dense: Learning to Densify 3D Features for 3D Object Detection NIPS 2022
Learning to Scaffold: Optimizing Model Explanations for Teaching NIPS 2022
BJTU-WeChat’s Systems for the WMT22 Chat Translation Task EMNLP 2022
Class Incremental Learning for Intent Classification with Limited or No Old Data EMNLP 2022
Continuation KD: Improved Knowledge Distillation through the Lens of Continuation Optimization EMNLP 2022
Bootstrapping meaning through listening: Unsupervised learning of spoken sentence embeddings EMNLP 2022
TransAdv: A Translation-based Adversarial Learning Framework for Zero-Resource Cross-Lingual Named Entity Recognition EMNLP 2022
Knowledge Distillation based Contextual Relevance Matching for E-commerce Product Search EMNLP 2022
Predicting Prerequisite Relations for Unseen Concepts EMNLP 2022