Alternatives and similar repositories for DGNet

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

• zyxxmu / White-Box
  Pytorch implementation of our paper accepted by IEEE TNNLS, 2022 — Carrying out CNN Channel Pruning in a White Box
  ☆18Updated 3 years ago
• szq0214 / S2-BNN
  S2-BNN: Bridging the Gap Between Self-Supervised Real and 1-bit Neural Networks via Guided Distribution Calibration (CVPR 2021)
  ☆65Updated 4 years ago
• yuhao318 / UP-ViT
  This is an official implementation for "A Unified Pruning Framework for Vision Transformers".
  ☆20Updated 3 years ago
• PeiyanFlying / SPViT
  ☆53Updated last year
• liuzechun / AdamBNN
  How Do Adam and Training Strategies Help BNNs Optimization? In ICML 2021.
  ☆61Updated 4 years ago
• megvii-research / TPS-CVPR2023
  ☆48Updated 2 years ago
• LTH14 / FSKD
  ☆31Updated 5 years ago
• YifanXu74 / Evo-ViT
  Official implement of Evo-ViT: Slow-Fast Token Evolution for Dynamic Vision Transformer
  ☆74Updated 3 years ago
• jianghaojun / CondenseNetV2
  [CVPR 2021] CondenseNet V2: Sparse Feature Reactivation for Deep Networks
  ☆86Updated 3 years ago
• changlin31 / BossNAS
  (ICCV 2021) BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture Search
  ☆142Updated 4 years ago
• VITA-Group / SViTE
  [NeurIPS'21] "Chasing Sparsity in Vision Transformers: An End-to-End Exploration" by Tianlong Chen, Yu Cheng, Zhe Gan, Lu Yuan, Lei Zhang…
  ☆89Updated 2 years ago
• gmum / Zero-Time-Waste
  ☆15Updated 2 years ago
• ziplab / SPViT
  [TPAMI 2024] This is the official repository for our paper: ''Pruning Self-attentions into Convolutional Layers in Single Path''.
  ☆115Updated 2 years ago
• xushoukai / GDFQ
  official implementation of Generative Low-bitwidth Data Free Quantization(GDFQ)
  ☆55Updated 2 years ago
• changlin31 / DS-Net
  (CVPR 2021, Oral) Dynamic Slimmable Network
  ☆231Updated 4 years ago
• Meta-knowledge-Lab / DLB
  Code for Paper "Self-Distillation from the Last Mini-Batch for Consistency Regularization"
  ☆43Updated 3 years ago
• lgcnsai / PS-KD-Pytorch
  Official PyTorch implementation of PS-KD
  ☆89Updated 3 years ago
• Sunshine-Ye / Beta-DARTS
  official implementation of β-DARTS: Beta-Decay Regularization for Differentiable Architecture Search (CVPR22 oral).
  ☆86Updated 3 years ago
• MingSun-Tse / Regularization-Pruning
  [ICLR'21] Neural Pruning via Growing Regularization (PyTorch)
  ☆82Updated 4 years ago
• DefangChen / SemCKD
  [AAAI-2021, TKDE-2023] Official implementation for "Cross-Layer Distillation with Semantic Calibration".
  ☆77Updated last year
• clovaai / attention-feature-distillation
  Official implementation for (Show, Attend and Distill: Knowledge Distillation via Attention-based Feature Matching, AAAI-2021)
  ☆118Updated 4 years ago
• jaeho-lee / layer-adaptive-sparsity
  In progress.
  ☆67Updated last year
• cvlab-yonsei / DAQ
  An official PyTorch implementation of the paper "Distance-aware Quantization", ICCV 2021.
  ☆48Updated last year
• bohanzhuang / Group-Net-image-classification
  Structured Binary Neural Networks for Image Recognition
  ☆18Updated 4 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
• zyxxmu / lottery-jackpots
  Pytorch implementation of our paper accepted by TPAMI 2023 — Lottery Jackpots Exist in Pre-trained Models
  ☆35Updated 2 years ago
• hunto / DIST_KD
  Official implementation of paper "Knowledge Distillation from A Stronger Teacher", NeurIPS 2022
  ☆155Updated 3 years ago
• cvlab-yonsei / EWGS
  An official implementation of "Network Quantization with Element-wise Gradient Scaling" (CVPR 2021) in PyTorch.
  ☆94Updated 2 years ago
• Daner-Wang / VTC-LFC
  ☆28Updated 3 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