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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

Distilling DETR with Visual-Linguistic Knowledge for Open-Vocabulary Object Detection ICCV 2023
Self-Supervised Distilled Learning for Multi-Modal Misinformation Identification WACV 2023
Whole-slide-imaging Cancer Metastases Detection and Localization with Limited Tumorous Data MIDL 2023
SFT-KD-Recon: Learning a Student-friendly Teacher for Knowledge Distillation in Magnetic Resonance Image Reconstruction MIDL 2023
FeatureNeRF: Learning Generalizable NeRFs by Distilling Foundation Models ICCV 2023
Self-Decoupling and Ensemble Distillation for Efficient Segmentation AAAI 2023
On the Fairness Impacts of Private Ensembles Models IJCAI 2023
Model Conversion via Differentially Private Data-Free Distillation IJCAI 2023
Learning Human-Human Interactions in Images from Weak Textual Supervision ICCV 2023
CLIPTrans: Transferring Visual Knowledge with Pre-trained Models for Multimodal Machine Translation ICCV 2023
MEGA: Multimodal Alignment Aggregation and Distillation For Cinematic Video Segmentation ICCV 2023
mCLIP: Multilingual CLIP via Cross-lingual Transfer ACL 2023
Self-Distillation into Self-Attention Heads for Improving Transformer-based End-to-End Neural Speaker Diarization INTERSPEECH 2023
Regularized Mask Tuning: Uncovering Hidden Knowledge in Pre-Trained Vision-Language Models ICCV 2023
A Study on the Efficiency and Generalization of Light Hybrid Retrievers ACL 2023
GKD: A General Knowledge Distillation Framework for Large-scale Pre-trained Language Model ACL 2023
Rethinking the Role of Pre-Trained Networks in Source-Free Domain Adaptation ICCV 2023
Debiased Fine-Tuning for Vision-Language Models by Prompt Regularization AAAI 2023
Resolving Task Confusion in Dynamic Expansion Architectures for Class Incremental Learning AAAI 2023
FedET: A Communication-Efficient Federated Class-Incremental Learning Framework Based on Enhanced Transformer IJCAI 2023
Enhancing Conversational Search: Large Language Model-Aided Informative Query Rewriting EMNLP 2023
Distilling ChatGPT for Explainable Automated Student Answer Assessment EMNLP 2023
When Prompt-based Incremental Learning Does Not Meet Strong Pretraining ICCV 2023
How to Train Your Dragon: Diverse Augmentation Towards Generalizable Dense Retrieval EMNLP 2023
Teacher and Student Models of Offensive Language in Social Media ACL 2023