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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

Structural and Statistical Texture Knowledge Distillation for Semantic Segmentation CVPR 2022
Domain-Aware Contrastive Knowledge Transfer for Multi-domain Imbalanced Data ACL 2022
Knowledge Distillation Meets Few-Shot Learning: An Approach for Few-Shot Intent Classification Within and Across Domains ACL 2022
A Flexible Multi-Task Model for BERT Serving ACL 2022
Confidence Based Bidirectional Global Context Aware Training Framework for Neural Machine Translation ACL 2022
Few-Shot Class-Incremental Learning for Named Entity Recognition ACL 2022
Cosine Model Watermarking against Ensemble Distillation AAAI 2022
Robust and Resource-Efficient Data-Free Knowledge Distillation by Generative Pseudo Replay AAAI 2022
TVT: Three-Way Vision Transformer through Multi-Modal Hypersphere Learning for Zero-Shot Sketch-Based Image Retrieval AAAI 2022
Dreaming To Prune Image Deraining Networks CVPR 2022
Decoupled Multi-Task Learning With Cyclical Self-Regulation for Face Parsing CVPR 2022
General Incremental Learning With Domain-Aware Categorical Representations CVPR 2022
Self-Distillation From the Last Mini-Batch for Consistency Regularization CVPR 2022
On Generalizing Beyond Domains in Cross-Domain Continual Learning CVPR 2022
Pretrained Speech Encoders and Efficient Fine-tuning Methods for Speech Translation: UPC at IWSLT 2022 ACL 2022
Model Distillation for Faithful Explanations of Medical Code Predictions ACL 2022
Low Resource Causal Event Detection from Biomedical Literature ACL 2022
Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora ACL 2022
NaturalInversion: Data-Free Image Synthesis Improving Real-World Consistency AAAI 2022
Handwritten Mathematical Expression Recognition via Attention Aggregation Based Bi-directional Mutual Learning AAAI 2022
Anycost GANs for Interactive Image Synthesis and Editing CVPR 2021
OpenMix: Reviving Known Knowledge for Discovering Novel Visual Categories in an Open World CVPR 2021
Self-Attention Based Text Knowledge Mining for Text Detection CVPR 2021
Zero-Shot Adversarial Quantization CVPR 2021
Adaptive Consistency Regularization for Semi-Supervised Transfer Learning CVPR 2021