knowledge-distillation topic

List knowledge-distillation repositories

kd-topic-models

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Repo for EMNLP 2020 paper, "Improving Neural Topic Models using Knowledge Distillation"

dbnet_torch

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you can use dbnet to detect word or bar code,Knowledge Distillation is provided,also python tensorrt inference is provided.

SimKD

87
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[CVPR-2022] Official implementation for "Knowledge Distillation with the Reused Teacher Classifier".

compressors

26
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A small library with distillation, quantization and pruning pipelines

PGD

63
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[ECCV 2022] Prediction-Guided Distillation for Dense Object Detection

PointDistiller

66
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[CVPR 2023] PointDistiller: Structured Knowledge Distillation Towards Efficient and Compact 3D Detection

face-recognition-pipeline

48
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Pipeline for training face recognition models (based on pytorch 1.1)

KD4MTL

68
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7
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Knowledge Distillation for Multi-task Learning (ECCV20 Workshops)

Masked-Face-Recognition-KD

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Official repository for Mask-invariant Face Recognition through Template-level Knowledge Distillation