LeapLabTHU / EfficientTrainLinks
1.5−3.0× lossless training or pre-training speedup. An off-the-shelf, easy-to-implement algorithm for the efficient training of foundation visual backbones.
☆225Updated last year
Alternatives and similar repositories for EfficientTrain
Users that are interested in EfficientTrain are comparing it to the libraries listed below
Sorting:
- [CVPR 2024] Official implementation of "ViTamin: Designing Scalable Vision Models in the Vision-language Era"☆212Updated last year
- [NeurIPS 2024 Spotlight ⭐️ & TPAMI 2025] Parameter-Inverted Image Pyramid Networks (PIIP)☆107Updated 5 months ago
- [ICLR2025] This repository is the official implementation of our Autoregressive Pretraining with Mamba in Vision☆90Updated 7 months ago
- The official repo for [TPAMI'23] "Vision Transformer with Quadrangle Attention"☆234Updated 3 months ago
- Open source implementation of "Vision Transformers Need Registers"☆204Updated 2 months ago
- Official Code of Paper "Reversible Column Networks" "RevColv2"☆265Updated 2 years ago
- [CVPR 2023 Highlight] This is the official implementation of "Stitchable Neural Networks".☆250Updated 2 years ago
- [BMVC 2024] PlainMamba: Improving Non-hierarchical Mamba in Visual Recognition☆87Updated 9 months ago
- Official PyTorch implementation of DiffuseMix : Label-Preserving Data Augmentation with Diffusion Models (CVPR'2024)☆130Updated 9 months ago
- One summary of efficient segment anything models☆114Updated last year
- [ICLR2024 Spotlight] Code Release of CLIPSelf: Vision Transformer Distills Itself for Open-Vocabulary Dense Prediction☆201Updated last year
- Official implementation for ICLR 2023 paper Consolidator: Mergeable Adapter with Grouped Connections for Visual Adaptation☆16Updated last year
- [NeurIPS'23] DropPos: Pre-Training Vision Transformers by Reconstructing Dropped Positions☆62Updated last year
- This repository contains the pytorch code for our work IEEE ISBI 2024 paper "ConvLoRA and AdaBN Based Domain Adaptation via Self-Training…☆94Updated last year
- ☆92Updated 2 years ago
- ☆79Updated 10 months ago
- Recognize Any Regions☆122Updated last year
- Official implementation for paper "Knowledge Diffusion for Distillation", NeurIPS 2023☆94Updated last year
- Official implementation of SCLIP: Rethinking Self-Attention for Dense Vision-Language Inference☆180Updated last year
- [NeurIPS 2024] official code release for our paper "Revisiting the Integration of Convolution and Attention for Vision Backbone".☆42Updated 11 months ago
- a PyTorch re-implementation of ECCV 2022 paper based on Detectron2: k-means mask Transformer.☆80Updated 2 years ago
- ImageNet-1K data download, processing for using as a dataset☆126Updated 2 years ago
- ☆104Updated 2 weeks ago
- [CVPR'23 & TPAMI'25] Hard Patches Mining for Masked Image Modeling & Bootstrap Masked Visual Modeling via Hard Patch Mining☆107Updated 8 months ago
- [CVPR 2024] Multimodal Pathway: Improve Transformers with Irrelevant Data from Other Modalities☆101Updated last year
- [CVPR24] Official Implementation of GEM (Grounding Everything Module)☆135Updated 9 months ago
- ☆120Updated last year
- InstaGen: Enhancing Object Detection by Training on Synthetic Dataset, CVPR2024☆89Updated last year
- [ICLR 2024 poster] Efficient Modulation for Vision Networks☆61Updated last year
- PyTorch reimplementation of FlexiViT: One Model for All Patch Sizes☆66Updated last year