Vision Mamba more accurate than transformers and is 2.8x faster and uses 86.8% less GPU memory Vision Mamba: Efficient Visual...

Survey of image classification with vision transformers A Comprehensive Study of Vision Transformers in Image Classification Tasks arXiv...

Survey of vision transformer efficiency Which Transformer to Favor: A Comparative Analysis of Efficiency in Vision Transformers arXiv...

Survey of transformer inference optimization techniques A Survey of Techniques for Optimizing Transformer Inference arXiv paper abstract...

Survey of transformers for vision language Vision Language Transformers: A Survey arXiv paper abstract https://arxiv.org/abs/2307.03254...

Survey of transformers for 2D object detection 2D Object Detection with Transformers: A Review arXiv paper abstract...

Survey of vision transformers and hybrid CNN-transformer variants A survey of the Vision Transformers and its CNN-Transformer based...

1.5x faster vision transformers by using activation sparsity with SparseViT SparseViT: Revisiting Activation Sparsity for Efficient...

Vision transformer beats CNN on mobile devices for accuracy and speed with ElasticViT ElasticViT: Conflict-aware Supernet Training for...

Survey of computer vision using transformers by Jamil A Comprehensive Survey of Transformers for Computer Vision arXiv paper abstract...

Survey of transformers for video Video Transformers: A Survey arXiv paper abstract https://arxiv.org/abs/2201.05991v1 arXiv PDF paper...

Survey of computer vision using transformers A Survey of Visual Transformers arXiv paper abstract https://arxiv.org/abs/2111.06091 arXiv...

Improve vision transformer by using anti-aliasing Blending Anti-Aliasing into Vision Transformer arXiv paper abstract...

MobileViT: an accurate, light-weight, mobile-friendly vision transformer MobileViT: Light-weight, General-purpose, and Mobile-friendly...

Transformer handles images, video, point clouds, and audio to understand world Perceiver: General Perception with Iterative Attention...

Training with modified data like using 10 times more data How to train your ViT? Data, Augmentation, and Regularization in Vision...

Get 3D pose and shape of people from monocular images THUNDR: Transformer-based 3D HUmaN Reconstruction with Markers arXiv paper abtract...

Transformer for super-resolution video Video Super-Resolution Transformer arXiv paper abstract https://arxiv.org/abs/2106.06847 arXiv PDF...

Survey of transformers for vision, text, and audio A Survey of Transformers arXiv paper abstract https://arxiv.org/abs/2106.04554 arXiv...

Advantages of nested transformers for computer vision Aggregating Nested Transformers arXiv paper abstract https://arxiv.org/abs/2105.127...