Alternatives and similar repositories for DeBiFormer

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

• YuHengsss / MSVMamba
  [NeurIPS2024] Multi-Scale VMamba: Hierarchy in Hierarchy Visual State Space Model
  ☆79Updated last year
• LMMMEng / SparX
  [AAAI 2025] SparX: A Sparse Cross-Layer Connection Mechanism for Hierarchical Vision Mamba and Transformer Networks
  ☆43Updated 7 months ago
• Amshaker / GroupMamba
  GroupMamba: Parameter-Efficient and Accurate Group Visual State Space Model [CVPR -2025]
  ☆132Updated 10 months ago
• mlvlab / EfficientViM
  [CVPR 25] Official Implementation (Pytorch) of "EfficientViM: Efficient Vision Mamba with Hidden State Mixer-based State Space Duality"
  ☆115Updated 9 months ago
• ZacharyMeng / PolaFormer
  Official repository of Polarity-aware Linear Attention for Vision Transformers (ICLR 2025)
  ☆83Updated 3 months ago
• EdwardChasel / Spatial-Mamba
  [ICLR2025] Spatial-Mamba: Effective Visual State Space Models via Structure-Aware State Fusion
  ☆189Updated 10 months ago
• okojoalg / dfformer
  ☆70Updated last year
• OSVAI / KernelWarehouse
  The official project website of "KernelWarehouse: Rethinking the Design of Dynamic Convolution" (KW for short, published in ICML 2024)
  ☆102Updated last year
• xwmaxwma / TinyViM
  [ICCV2025] Official Pytorch Implementation of TinyViM
  ☆106Updated 7 months ago
• hunto / LocalMamba
  Code for paper LocalMamba: Visual State Space Model with Windowed Selective Scan
  ☆273Updated last year
• wangck20 / GlobalMamba
  ☆26Updated last year
• c-yn / DSANet
  [Neural Networks] Dual-domain strip attention for image restoration
  ☆78Updated last year
• YuHengsss / VSSD
  [ICCV2025] Introduce Mamba2 to Vision.
  ☆182Updated 2 months ago
• hyunwoo137 / MetaSeg
  Official Pytorch implementations for "MetaSeg: MetaFormer-based Global Contexts-aware Network for Efficient Semantic Segmentation" (WACV …
  ☆40Updated last year
• chenziwenhaoshuai / Vision-Mamba2
  Vision Mamba 2: More Efficient Visual Representation Learning with State Space Duality
  ☆27Updated last year
• OliverRensu / SG-Former
  ☆84Updated 2 years ago
• TerryPei / EfficientVMamba
  Code Implementation of EfficientVMamba
  ☆242Updated last year
• hhb072 / STViT
  ☆149Updated last year
• rayleizhu / GLMix
  [NeurIPS 2024] official code release for our paper "Revisiting the Integration of Convolution and Attention for Vision Backbone".
  ☆42Updated last year
• yws-wxs / Vim-F
  This project is based on Vim (paper, code) and we appreciate this excellent work.
  ☆12Updated last year
• fengyan-cv / WPFormer
  [CVPR 2025] | Wavelet and Prototype Augmented Query-based Transformer for Pixel-level Surface Defect Detection
  ☆69Updated 3 weeks ago
• sunshangquan / TransMamba
  ☆65Updated last year
• lx6c78 / Vision-Mamba-A-Comprehensive-Survey-and-Taxonomy
  Vision Mamba: A Comprehensive Survey and Taxonomy
  ☆100Updated last year
• Jia-hao999 / Samba
  ☆48Updated 5 months ago
• xinghaochen / SLAB
  [ICML 2024] Official PyTorch implementation of "SLAB: Efficient Transformers with Simplified Linear Attention and Progressive Re-paramete…
  ☆108Updated last year
• lidc54 / shift-wiseConv
  Shift-ConvNets: Small Convolutional Kernel with Large Kernel Effects
  ☆55Updated 4 months ago
• ltzovo / DAMamba
  ☆53Updated 10 months ago
• alexhe101 / Pan-Mamba
  Pan-Mamba: Effective Pan-Sharpening with State Space Model
  ☆133Updated last year
• Linwei-Chen / FADC
  CVPR 2024 Highlight: Frequency-Adaptive Dilated Convolution for Semantic Segmentation
  ☆161Updated last year
• PSRben / FusionMamba
  Code for the paper: "FusionMamba: Efficient Image Fusion with State Space Model", TGRS, 2024.
  ☆131Updated 11 months ago