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KamalEngine
Knowledge Amalgamation Engineawesome-neural-trees
Introduction, selected papers and possible corresponding codes in our review paper "A Survey of Neural Trees"CMI
[IJCAI-2021] Contrastive Model Inversion for Data-Free Knowledge DistillationFast-Datafree
[AAAI-2022] Up to 100x Faster Data-free Knowledge DistillationMosaicKD
[NeurIPS-2021] Mosaicking to Distill: Knowledge Distillation from Out-of-Domain DataDEPARA
(CVPR 2020 oral) DEPARA : Deep Attribution Graph for Deep Knowledge TransferbilityOSGAN
One-Stage GAN for Efficient Adversarial Learning. The implementation of CVPR 2021 paper: Training Generative Adversarial Networks in One Stage.MEAT-TIL
CVPR2022: Meta-attention for ViT-backed Continual LearningNetGraft
The implementation of AAAI 2021 Paper: "Progressive Network Grafting for Few-Shot Knowledge Distillation".ProtoPFormer
ProtoPFormer: Concentrating on Prototypical Parts in Vision Transformers for Interpretable Image RecognitionTransferbilityFromAttributionMaps
(NeurIPS 2019) Deep Model Transferbility from Attribution Mapsspot-adaptive-pytorch
training_free_model_merging
This repository is the implementation of the paper Training Free Pretrained Model Merging (CVPR2024).CommonFeatureLearning
(IJCAI 2019) Knowledge Amalgamation from Heterogeneous Networks by Common Feature Learningmodelgif
This repository is an implementation of the paper ModelGiF: Gradient Fields for Model Functional Distance (ICCV2023)One-GORD
NeurIPS2020: One-sample Guided Object Representation DisassemblingHML
Human in the loop Machine Learning SystemDeepModel-Evaluation-CV
This is a repository of multi-dimensional evaluation frameworks for computer vision deep learning modelsใBKT
[AAAI-2021] Visual Boundary Knowledge Translation for Foreground SegmentationConstituentAttention
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