Alternatives and similar repositories for PEFD

Users that are interested in PEFD are comparing it to the libraries listed below

• winycg / Self-KD-Lib
  [ECCV-2022] Official implementation of MixSKD: Self-Knowledge Distillation from Mixup for Image Recognition && Pytorch Implementations of…
  ☆110Updated 3 years ago
• DefangChen / SimKD
  [CVPR-2022] Official implementation for "Knowledge Distillation with the Reused Teacher Classifier".
  ☆100Updated 3 years ago
• hunto / MasKD
  Official implementation of paper "Masked Distillation with Receptive Tokens", ICLR 2023.
  ☆71Updated 2 years ago
• GzyAftermath / CAT-KD
  CVPR 2023, Class Attention Transfer Based Knowledge Distillation
  ☆46Updated 2 years ago
• pengzhiliang / G2SD
  ☆87Updated 2 years ago
• hfutqian / SwitOKD
  Switchable Online Knowledge Distillation
  ☆19Updated last year
• feifeiobama / OrthogonalDet
  [CVPR 2024] Exploring Orthogonality in Open World Object Detection
  ☆55Updated 7 months ago
• Senwang98 / Lightweight-Detection-and-KD
  MMdet2-based reposity about lightweight detection model: Nanodet, PicoDet. Also including detection knowledge distillation method
  ☆14Updated 4 years ago
• CityU-AIM-Group / NLTE
  [CVPR' 22] Towards Robust Adaptive Object Detection under Noisy Annotations
  ☆34Updated 3 years ago
• lkhl / tiny-transformers
  [ECCV 2022] Implementation of the paper "Locality Guidance for Improving Vision Transformers on Tiny Datasets"
  ☆82Updated 3 years ago
• haohang96 / MRA
  ☆57Updated 3 years ago
• tcmyxc / Equalized-Focal-Loss
  Equalized Focal Loss for Multi-Class Classification
  ☆17Updated 2 years ago
• hunto / image_classification_sota
  Training ImageNet / CIFAR models with sota strategies and fancy techniques such as ViT, KD, Rep, etc.
  ☆87Updated last year
• XuZhengzhuo / Long-tailed-Visual-Recognition-Paper-List
  Keep Following LTVR Papers ~
  ☆33Updated 3 years ago
• XuYunqiu / H2FA_R-CNN
  [CVPR 2022] official repo of "H2FA R-CNN: Holistic and Hierarchical Feature Alignment for Cross-domain Weakly Supervised Object Detection…
  ☆29Updated 3 years ago
• ChenMnZ / CF-ViT
  (AAAI 2023 Oral) Pytorch implementation of "CF-ViT: A General Coarse-to-Fine Method for Vision Transformer"
  ☆106Updated 2 years ago
• Zzh-tju / ZoneEval
  Zone Evaluation: Revealing Spatial Bias in Object Detection (TPAMI 2024)
  ☆47Updated last year
• lliai / DetKDS
  [ICML2024] DetKDS: Knowledge Distillation Search for Object Detectors
  ☆17Updated last year
• JarintotionDin / ZiRaGroundingDINO
  Official pytorch implementation of ZiRa, a method for incremental vision language object detection (IVLOD)，which has been accepted by Neu…
  ☆29Updated last year
• yzd-v / cls_KD
  'NKD and USKD' (ICCV 2023) and 'ViTKD' (CVPRW 2024)
  ☆241Updated 2 years ago
• yichen928 / FreeSel
  [NeurIPS 2023] Towards Free Data Selection with General-Purpose Models
  ☆41Updated 9 months ago
• LiewFeng / imTED
  [ICCV 2023] Integrally Migrating Pre-trained Transformer Encoder-decoders for Visual Object Detection
  ☆73Updated last year
• hunto / LightViT
  Official implementation for paper "LightViT: Towards Light-Weight Convolution-Free Vision Transformers"
  ☆143Updated 3 years ago
• RE-OWOD / RE-OWOD
  revisiting open world object detection
  ☆78Updated 3 years ago
• LiuDongyang6 / FCFD
  Official implementation of the paper "Function-Consistent Feature Distillation" (ICLR 2023)
  ☆30Updated 2 years ago
• duzhixing / FRS
  Distilling Object Detectors with Feature Richness
  ☆44Updated 3 years ago
• hunto / DIST_KD
  Official implementation of paper "Knowledge Distillation from A Stronger Teacher", NeurIPS 2022
  ☆154Updated 3 years ago
• Johnathan-Xie / ZSD-YOLO
  ☆54Updated last year
• ZrrSkywalker / CaFo
  [CVPR 2023] Prompt, Generate, then Cache: Cascade of Foundation Models makes Strong Few-shot Learners
  ☆43Updated 2 years ago
• ADLab-AutoDrive / ICKD
  Offical Code for Paper "Exploring Inter-Channel Correlation for Diversity-preserved Knowledge Distillation"
  ☆17Updated 3 years ago