Application Areas

Keypoint Message Passing for Video-Based Person Re-identification AAAI 2022 Keyword Spotting with Synthetic Data using Heterogeneous Knowledge Distillation Interspeech 2022 Killing Two Birds With One Stone: Efficient and Robust Training of Face Recognition CNNs by Partial FC CVPR 2022 KL Guided Domain Adaptation ICLR 2022 KNN-Contrastive Learning for Out-of-Domain Intent Classification ACL 2022 KNOT: Knowledge Distillation Using Optimal Transport for Solving NLP Tasks COLING 2022 Knowledge-Augmented Language Models for Cause-Effect Relation Classification ACL 2022 Knowledge Base Index Compression via Dimensionality and Precision Reduction ACL 2022 Knowledge Distillation: A Good Teacher Is Patient and Consistent CVPR 2022 Knowledge Distillation As Efficient Pre-Training: Faster Convergence, Higher Data-Efficiency, and Better Transferability CVPR 2022 Knowledge Distillation: Bad Models Can Be Good Role Models NeurIPS 2022 Knowledge Distillation based Contextual Relevance Matching for E-commerce Product Search EMNLP 2022 Knowledge Distillation For CTC-based Speech Recognition Via Consistent Acoustic Representation Learning Interspeech 2022 Knowledge distillation for In-memory keyword spotting model Interspeech 2022 Knowledge Distillation for Object Detection via Rank Mimicking and Prediction-Guided Feature Imitation AAAI 2022 Knowledge Distillation from A Stronger Teacher NeurIPS 2022 Knowledge Distillation Improves Graph Structure Augmentation for Graph Neural Networks NeurIPS 2022 Knowledge Distillation Meets Few-Shot Learning: An Approach for Few-Shot Intent Classification Within and Across Domains ACL 2022 Knowledge Distillation Transfer Sets and their Impact on Downstream NLU Tasks EMNLP 2022 Knowledge Distillation via Constrained Variational Inference AAAI 2022 Knowledge Distillation via Module Replacing for Automatic Speech Recognition with Recurrent Neural Network Transducer Interspeech 2022 Knowledge Distillation via the Target-Aware Transformer CVPR 2022 Knowledge Distillation with Reptile Meta-Learning for Pretrained Language Model Compression COLING 2022 Knowledge Distillation With the Reused Teacher Classifier CVPR 2022 Knowledge Inheritance for Pre-trained Language Models NAACL 2022