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 11 months ago
• LMMMEng / SparX
  [AAAI 2025] SparX: A Sparse Cross-Layer Connection Mechanism for Hierarchical Vision Mamba and Transformer Networks
  ☆42Updated 6 months ago
• ZacharyMeng / PolaFormer
  Official repository of Polarity-aware Linear Attention for Vision Transformers (ICLR 2025)
  ☆80Updated last month
• Amshaker / GroupMamba
  GroupMamba: Parameter-Efficient and Accurate Group Visual State Space Model [CVPR -2025]
  ☆126Updated 8 months ago
• mlvlab / EfficientViM
  [CVPR 25] Official Implementation (Pytorch) of "EfficientViM: Efficient Vision Mamba with Hidden State Mixer-based State Space Duality"
  ☆107Updated 7 months ago
• ai-paperwithcode / UniConvNet
  This is an official code for UniConvNet on ICCV 2025
  ☆34Updated 3 weeks ago
• EdwardChasel / Spatial-Mamba
  [ICLR2025] Spatial-Mamba: Effective Visual State Space Models via Structure-Aware State Fusion
  ☆187Updated 9 months ago
• 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
  ☆103Updated 5 months ago
• rayleizhu / GLMix
  [NeurIPS 2024] official code release for our paper "Revisiting the Integration of Convolution and Attention for Vision Backbone".
  ☆42Updated 10 months ago
• okojoalg / dfformer
  ☆70Updated last year
• hyunwoo137 / MetaSeg
  Official Pytorch implementations for "MetaSeg: MetaFormer-based Global Contexts-aware Network for Efficient Semantic Segmentation" (WACV …
  ☆41Updated last year
• wangck20 / GlobalMamba
  ☆26Updated last year
• c-yn / DSANet
  [Neural Networks] Dual-domain strip attention for image restoration
  ☆77Updated last year
• hunto / LocalMamba
  Code for paper LocalMamba: Visual State Space Model with Windowed Selective Scan
  ☆271Updated last year
• YuHengsss / VSSD
  [ICCV2025] Introduce Mamba2 to Vision.
  ☆175Updated last month
• OliverRensu / SG-Former
  ☆85Updated 2 years ago
• Jia-hao999 / Samba
  ☆44Updated 4 months ago
• BGU-CS-VIL / DiTAC
  Trainable Highly-expressive Activation Functions. ECCV 2024
  ☆38Updated 9 months ago
• haiduo / PartialNet
  This repository is the official implementation of "Partial Channel Network: Compute Fewer, Perform Better". [AAAI 2026 Accepted]
  ☆21Updated 10 months ago
• ltzovo / DAMamba
  ☆51Updated 8 months ago
• suous / RepNeXt
  RepNeXt: A Fast Multi-Scale CNN using Structural Reparameterization
  ☆46Updated last year
• fangyuanmao / PID
  Code for PID: Physics-Informed Diffusion Model for Infrared Image Generation
  ☆141Updated 2 months ago
• lidc54 / shift-wiseConv
  Shift-ConvNets: Small Convolutional Kernel with Large Kernel Effects
  ☆49Updated 2 months ago
• lx6c78 / Vision-Mamba-A-Comprehensive-Survey-and-Taxonomy
  Vision Mamba: A Comprehensive Survey and Taxonomy
  ☆98Updated last year
• TerryPei / EfficientVMamba
  Code Implementation of EfficientVMamba
  ☆237Updated last year
• sunshangquan / TransMamba
  ☆65Updated last year
• zifuwan / Sigma
  [WACV 2025] Python implementation of Sigma: Siamese Mamba Network for Multi-Modal Semantic Segmentation
  ☆268Updated 3 months ago
• ChenhongyiYang / PlainMamba
  [BMVC 2024] PlainMamba: Improving Non-hierarchical Mamba in Visual Recognition
  ☆87Updated 8 months ago
• Lszcoding / ClipSAM
  ☆82Updated last year