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vision transformer

1091 papers

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Also known as

VITE VIT CLIP-VIT VT

Co-occurring keywords

image classification (1943) semantic segmentation (3179) model compression (3283) self-supervised learning (3751) attention mechanism (3975) convolutional neural network (4216) object detection (2759) transfer learning (5442) representation learning (6174) knowledge distillation (3680)

Papers

Pale Transformer: A General Vision Transformer Backbone with Pale-Shaped Attention AAAI 2022
Towards Transferable Adversarial Attacks on Vision Transformers AAAI 2022
Anchor DETR: Query Design for Transformer-Based Detector AAAI 2022
Pose-Guided Feature Disentangling for Occluded Person Re-identification Based on Transformer AAAI 2022
Detail-Preserving Transformer for Light Field Image Super-resolution AAAI 2022
Scaled ReLU Matters for Training Vision Transformers AAAI 2022
TVT: Three-Way Vision Transformer through Multi-Modal Hypersphere Learning for Zero-Shot Sketch-Based Image Retrieval AAAI 2022
Sparse MLP for Image Recognition: Is Self-Attention Really Necessary? AAAI 2022
Vision Transformers Are Robust Learners AAAI 2022
Less Is More: Pay Less Attention in Vision Transformers AAAI 2022
Mobile-Former: Bridging MobileNet and Transformer CVPR 2022
Training Object Detectors From Scratch: An Empirical Study in the Era of Vision Transformer CVPR 2022
MIA-Former: Efficient and Robust Vision Transformers via Multi-Grained Input-Adaptation AAAI 2022
NomMer: Nominate Synergistic Context in Vision Transformer for Visual Recognition CVPR 2022
Few-Shot Object Detection With Fully Cross-Transformer CVPR 2022
Can Vision Transformers Learn without Natural Images? AAAI 2022
TransFG: A Transformer Architecture for Fine-Grained Recognition AAAI 2022
Towards End-to-End Image Compression and Analysis with Transformers AAAI 2022
SepTr: Separable Transformer for Audio Spectrogram Processing INTERSPEECH 2022
RestoreFormer: High-Quality Blind Face Restoration From Undegraded Key-Value Pairs CVPR 2022
SatFormer: Saliency-Guided Abnormality-Aware Transformer for Retinal Disease Classification in Fundus Image IJCAI 2022
A Decoder-free Transformer-like Architecture for High-efficiency Single Image Deraining IJCAI 2022
On Vision Features in Multimodal Machine Translation ACL 2022
RePre: Improving Self-Supervised Vision Transformer with Reconstructive Pre-training IJCAI 2022
Dynamic Group Transformer: A General Vision Transformer Backbone with Dynamic Group Attention IJCAI 2022