WangYZ1608 / Knowledge-Distillation-via-NDLinks
The official implementation for paper: Improving Knowledge Distillation via Regularizing Feature Norm and Direction
☆23Updated 2 years ago
Alternatives and similar repositories for Knowledge-Distillation-via-ND
Users that are interested in Knowledge-Distillation-via-ND are comparing it to the libraries listed below
Sorting:
- ☆87Updated 2 years ago
- 'NKD and USKD' (ICCV 2023) and 'ViTKD' (CVPRW 2024)☆238Updated 2 years ago
- [CVPR 2023 Highlight] This is the official implementation of "Stitchable Neural Networks".☆249Updated 2 years ago
- PyTorch code and checkpoints release for OFA-KD: https://arxiv.org/abs/2310.19444☆132Updated last year
- Official implementation of paper "Knowledge Distillation from A Stronger Teacher", NeurIPS 2022☆150Updated 2 years ago
- Training ImageNet / CIFAR models with sota strategies and fancy techniques such as ViT, KD, Rep, etc.☆85Updated last year
- 1.5−3.0× lossless training or pre-training speedup. An off-the-shelf, easy-to-implement algorithm for the efficient training of foundatio…☆225Updated last year
- [CVPR-2022] Official implementation for "Knowledge Distillation with the Reused Teacher Classifier".☆100Updated 3 years ago
- Official implementation for paper "Knowledge Diffusion for Distillation", NeurIPS 2023☆91Updated last year
- ImageNet-1K data download, processing for using as a dataset☆119Updated 2 years ago
- PyTorch code and checkpoints release for VanillaKD: https://arxiv.org/abs/2305.15781☆76Updated last year
- [AAAI 2023] Official PyTorch Code for "Curriculum Temperature for Knowledge Distillation"☆180Updated 10 months ago
- CVPR 2023, Class Attention Transfer Based Knowledge Distillation☆46Updated 2 years ago
- Official implementation for paper "LightViT: Towards Light-Weight Convolution-Free Vision Transformers"☆142Updated 3 years ago
- [ECCV 2024] Isomorphic Pruning for Vision Models☆79Updated last year
- [CVPR-2024] Official implementations of CLIP-KD: An Empirical Study of CLIP Model Distillation☆129Updated 2 months ago
- [CVPR 2024] Exploring Orthogonality in Open World Object Detection☆54Updated 5 months ago
- This repository contains the pytorch code for our work IEEE ISBI 2024 paper "ConvLoRA and AdaBN Based Domain Adaptation via Self-Training…☆88Updated last year
- Code for 'Multi-level Logit Distillation' (CVPR2023)☆70Updated last year
- Official implement for ICML2023 paper: "A Closer Look at Self-Supervised Lightweight Vision Transformers"☆142Updated 8 months ago
- [AAAI 2024] Understanding the Role of the Projector in Knowledge Distillation☆18Updated last year
- Official Code of Paper "Reversible Column Networks" "RevColv2"☆264Updated 2 years ago
- [CVPR 2023] This repository includes the official implementation our paper "Masked Autoencoders Enable Efficient Knowledge Distillers"☆108Updated 2 years ago
- [ICCV 23]An approach to enhance the efficiency of Vision Transformer (ViT) by concurrently employing token pruning and token merging tech…☆101Updated 2 years ago
- Official implementations of CIRKD: Cross-Image Relational Knowledge Distillation for Semantic Segmentation and implementations on Citysca…☆198Updated 2 months ago
- Official implementation of paper "Masked Distillation with Receptive Tokens", ICLR 2023.☆71Updated 2 years ago
- A curated list of awesome knowledge distillation papers and codes for object detection.☆164Updated 4 months ago
- [CVPR'24] Official implementation of paper "FreeKD: Knowledge Distillation via Semantic Frequency Prompt".☆49Updated last year
- [CVPR 2024] VkD : Improving Knowledge Distillation using Orthogonal Projections☆56Updated last year
- Official PyTorch implementation of ResFormer: Scaling ViTs with Multi-Resolution Training, CVPR2023☆29Updated 2 years ago