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awesome-neural-trees

Introduction, selected papers and possible corresponding codes in our review paper "A Survey of Neural Trees"

bkt

[AAAI-2021] Visual Boundary Knowledge Translation for Foreground Segmentation

chn-df

面向人脸视频防伪鉴别的大规模中文数据评测基准(Large-Scale Chinese Data Benchmark for Face Video Anti-Forgery Identification)

cmi

[IJCAI-2021] Contrastive Model Inversion for Data-Free Knowledge Distillation

commonfeaturelearning

(IJCAI 2019) Knowledge Amalgamation from Heterogeneous Networks by Common Feature Learning

constituentattention

deepmodel-evaluation-cv

This is a repository of multi-dimensional evaluation frameworks for computer vision deep learning models。

depara

(CVPR 2020 oral) DEPARA : Deep Attribution Graph for Deep Knowledge Transferbility

evs-net

fast-datafree

[AAAI-2022] Up to 100x Faster Data-free Knowledge Distillation

hml

Human in the loop Machine Learning System

kamalengine

Knowledge Amalgamation Engine

kdexplainer

meat-til

CVPR2022: Meta-attention for ViT-backed Continual Learning

modelgif

This repository is an implementation of the paper ModelGiF: Gradient Fields for Model Functional Distance (ICCV2023)

mosaickd

[NeurIPS-2021] Mosaicking to Distill: Knowledge Distillation from Out-of-Domain Data

netgraft

The implementation of AAAI 2021 Paper: "Progressive Network Grafting for Few-Shot Knowledge Distillation".

one-gord

NeurIPS2020: One-sample Guided Object Representation Disassembling

osgan

One-Stage GAN for Efficient Adversarial Learning. The implementation of CVPR 2021 paper: Training Generative Adversarial Networks in One Stage.

protopformer

ProtoPFormer: Concentrating on Prototypical Parts in Vision Transformers for Interpretable Image Recognition

spot-adaptive-pytorch

training_free_model_merging

This repository is the implementation of the paper Training Free Pretrained Model Merging (CVPR2024).

transferbilityfromattributionmaps

(NeurIPS 2019) Deep Model Transferbility from Attribution Maps

wali-turtlebot

Autonomous Drive Turtlebot using BiSeNet segmentation network on RGBD data