Alternatives and similar repositories for DL-Theory-Practice

Users that are interested in DL-Theory-Practice are comparing it to the libraries listed below

• pprp / PyTorch-CIFAR-Model-Hub
  Implementation of Conv-based and Vit-based networks designed for CIFAR.
  ☆70Updated 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
• Hao840 / vanillaKD
  PyTorch code and checkpoints release for VanillaKD: https://arxiv.org/abs/2305.15781
  ☆76Updated 2 years ago
• ososos888 / prune-then-distill
  ☆49Updated 3 years ago
• zju-vipa / spot-adaptive-pytorch
  ☆24Updated 3 years ago
• tangchen2 / Model-Compression
  Model Compression 1. Pruning(BN Pruning) 2. Knowledge Distillation (Hinton) 3. Quantization (MNN) 4. Deployment (MNN)
  ☆79Updated 4 years ago
• micronDLA / MobileViTv3
  ☆269Updated 3 years ago
• hunto / DIST_KD
  Official implementation of paper "Knowledge Distillation from A Stronger Teacher", NeurIPS 2022
  ☆153Updated 2 years ago
• THU-MIG / torch-model-compression
  针对pytorch模型的自动化模型结构分析和修改工具集，包含自动分析模型结构的模型压缩算法库
  ☆254Updated 2 years ago
• wilile26811249 / MobileViT
  Unofficial PyTorch implementation of MobileViT based on paper "MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Trans…
  ☆127Updated 3 years ago
• zhengli97 / CTKD
  [AAAI 2023] Official PyTorch Code for "Curriculum Temperature for Knowledge Distillation"
  ☆180Updated last year
• hpi-xnor / BNext
  Join the High Accuracy Club on ImageNet with A Binary Neural Network Ticket
  ☆69Updated 2 years ago
• ismail31416 / LumiNet
  The official (TMLR) implementation of LumiNet: Perception-Driven Knowledge Distillation via Statistical Logit Calibration
  ☆17Updated 3 months ago
• isLinXu / model-metrics-plot
  🔨🔨🔨(mmplot)used to draw graphs of multiple index parameters such as algorithm accuracy and speed of multiple deep learning models.
  ☆85Updated last year
• Hao840 / manifold-distillation
  Learning Efficient Vision Transformers via Fine-Grained Manifold Distillation. NeurIPS 2022.
  ☆32Updated 3 years ago
• Jin-Ying / Multi-Level-Logit-Distillation
  Code for 'Multi-level Logit Distillation' (CVPR2023)
  ☆70Updated last year
• saic-fi / edgevit
  [ECCV 2022] EdgeViT: Competing Light-weight CNNs on Mobile Devices with Vision Transformers
  ☆114Updated 2 years ago
• Hao840 / OFAKD
  PyTorch code and checkpoints release for OFA-KD: https://arxiv.org/abs/2310.19444
  ☆133Updated last year
• alibaba / lightweight-neural-architecture-search
  This is a collection of our zero-cost NAS and efficient vision applications.
  ☆443Updated 2 years ago
• zejiangh / Filter-GaP
  The official PyTorch implementation of CHEX: CHannel EXploration for CNN Model Compression (CVPR 2022). Paper is available at https://ope…
  ☆38Updated 3 years ago
• ohmydroid / reducenet
  ☆40Updated 2 years ago
• ChengpengChen / RepGhost
  RepGhost: A Hardware-Efficient Ghost Module via Re-parameterization
  ☆182Updated 2 years ago
• YanjingLi0202 / Q-ViT
  The official implementation of the NeurIPS 2022 paper Q-ViT.
  ☆101Updated 2 years ago
• dvlab-research / ReviewKD
  Distilling Knowledge via Knowledge Review, CVPR 2021
  ☆277Updated 2 years ago
• Beryex / RLPruner-CNN
  RL-Pruner: Structured Pruning Using Reinforcement Learning for CNN Compression and Acceleration
  ☆26Updated 5 months ago
• hfutqian / AdaDFQ
  ☆23Updated last year
• yzd-v / MGD
  Masked Generative Distillation (ECCV 2022)
  ☆234Updated 3 years ago
• VITA-Group / Random_Pruning
  [ICLR 2022] The Unreasonable Effectiveness of Random Pruning: Return of the Most Naive Baseline for Sparse Training by Shiwei Liu, Tianlo…
  ☆77Updated 2 years ago
• MrGoriay / pwlu-pytorch
  Unofficial pytorch implementation of Piecewise Linear Unit dynamic activation function
  ☆18Updated 2 years ago
• 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