Alternatives and similar repositories for PELA

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

• JoakimHaurum / TokenReduction
  Official PyTorch implementation of Which Tokens to Use? Investigating Token Reduction in Vision Transformers presented at ICCV 2023 NIVT …
  ☆34Updated 2 years ago
• megvii-research / TPS-CVPR2023
  ☆47Updated 2 years ago
• ziplab / SPT
  [ICCV 2023 oral] This is the official repository for our paper: ''Sensitivity-Aware Visual Parameter-Efficient Fine-Tuning''.
  ☆73Updated 2 years ago
• MengLcool / AdaViT
  [CVPR-22] This is the official implementation of the paper "Adavit: Adaptive vision transformers for efficient image recognition".
  ☆56Updated 3 years ago
• hunto / DiffKD
  Official implementation for paper "Knowledge Diffusion for Distillation", NeurIPS 2023
  ☆90Updated last year
• DavidYanAnDe / ARC
  ☆34Updated last year
• GATECH-EIC / Castling-ViT
  [CVPR 2023] Castling-ViT: Compressing Self-Attention via Switching Towards Linear-Angular Attention During Vision Transformer Inference
  ☆30Updated last year
• YifanXu74 / Evo-ViT
  Official implement of Evo-ViT: Slow-Fast Token Evolution for Dynamic Vision Transformer
  ☆73Updated 3 years ago
• roymiles / VkD
  [CVPR 2024] VkD : Improving Knowledge Distillation using Orthogonal Projections
  ☆56Updated last year
• OpenGVLab / DiffRate
  [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
• UCSC-VLAA / DMAE
  [CVPR 2023] This repository includes the official implementation our paper "Masked Autoencoders Enable Efficient Knowledge Distillers"
  ☆108Updated 2 years ago
• roymiles / ITRD
  [BMVC 2022] Information Theoretic Representation Distillation
  ☆18Updated 2 years ago
• xjwu1024 / PPT
  The codebase for paper "PPT: Token Pruning and Pooling for Efficient Vision Transformer"
  ☆27Updated 11 months ago
• liuting20 / Sparse-Tuning
  ☆30Updated last year
• IemProg / MiMi
  🔥 🔥 [WACV2024] Mini but Mighty: Finetuning ViTs with Mini Adapters
  ☆19Updated last year
• YBZh / DMN
  CVPR2024: Dual Memory Networks: A Versatile Adaptation Approach for Vision-Language Models
  ☆85Updated last year
• visinf / adapter_plus
  Adapters Strike Back (CVPR 2024)
  ☆38Updated last year
• lliai / DisWOT-CVPR2023
  ☆28Updated last year
• raoyongming / AMixer
  [ECCV 2022] AMixer: Adaptive Weight Mixing for Self-attention Free Vision Transformers
  ☆28Updated 2 years ago
• Daner-Wang / VTC-LFC
  ☆27Updated 2 years ago
• YouHuang67 / mamba-code-explained
  ☆18Updated last year
• OliverRensu / DeepMIM
  [WACV2025 Oral] DeepMIM: Deep Supervision for Masked Image Modeling
  ☆54Updated 5 months ago
• Xingyu-Zheng / BinaryDM
  (ICLR 2025) BinaryDM: Accurate Weight Binarization for Efficient Diffusion Models
  ☆24Updated last year
• Paranioar / UniPT
  [CVPR2024] The code of "UniPT: Universal Parallel Tuning for Transfer Learning with Efficient Parameter and Memory"
  ☆67Updated last year
• sdc17 / CrossGET
  [ICML 2024] CrossGET: Cross-Guided Ensemble of Tokens for Accelerating Vision-Language Transformers
  ☆34Updated 10 months ago
• ziplab / LIT
  [AAAI 2022] This is the official PyTorch implementation of "Less is More: Pay Less Attention in Vision Transformers"
  ☆97Updated 3 years ago
• dongzelian / SSF
  [NeurIPS'22] This is an official implementation for "Scaling & Shifting Your Features: A New Baseline for Efficient Model Tuning".
  ☆188Updated 2 years ago
• techmonsterwang / iLLaMA
  Adapting LLaMA Decoder to Vision Transformer
  ☆30Updated last year
• VITA-Group / M3ViT
  [NeurIPS 2022] “M³ViT: Mixture-of-Experts Vision Transformer for Efficient Multi-task Learning with Model-Accelerator Co-design”, Hanxue …
  ☆132Updated 2 years ago
• OliverRensu / ARM
  [ICLR2025] This repository is the official implementation of our Autoregressive Pretraining with Mamba in Vision
  ☆86Updated 5 months ago