1
Published 2022
Springer Nature Switzerland
Table of Contents: ...Improving Vision Transformers by Revisiting High-Frequency Components -- Recurrent Bilinear...

2
Published 2022
Springer Nature Switzerland
Table of Contents: ...Ultra-High-Resolution Unpaired Stain Transformation via Kernelized Instance Normalization -- Med...

3
Published 2022
Springer Nature Switzerland
Table of Contents: ... Mesh Transformer: Dual Attention and Topology Aware Network for 3D Mesh Classification and Segmentation...

4
Published 2022
Springer Nature Switzerland
Table of Contents: ... Decoder-Free Object Detection with Transformers -- Cross-Modality Knowledge Distillation Network...

5
Published 2022
Springer Nature Switzerland
Table of Contents: ... -- FlowFormer: A Transformer Architecture for Optical Flow -- Coarse-to-Fine Sparse Transformer...

6
Published 2022
Springer Nature Switzerland
Table of Contents: ... -- VSA: Learning Varied-Size Window Attention in Vision Transformers -- Unbiased Manifold Augmentation...

7
Published 2022
Springer Nature Switzerland
Table of Contents: ...Image Super-Resolution with Deep Dictionary -- TempFormer: Temporally Consistent Transformer...

8
Published 2022
Springer Nature Switzerland
Table of Contents: ...: Corner-Guided Transformer for Scene Text Recognition -- Levenshtein OCR -- Multi-Granularity Prediction...

9
Published 2022
Springer Nature Switzerland
Table of Contents: ... with Transformers for Social Group Activity Recognition -- Contrastive Positive Mining for Unsupervised 3D Action...

10
Published 2022
Springer Nature Switzerland
Table of Contents: ...Learning Spatiotemporal Frequency-Transformer for Compressed Video Super-Resolution -- Spatial...

11
Published 2022
Springer Nature Switzerland
Table of Contents: ... Networks -- EdgeViTs: Competing Light-Weight CNNs on Mobile Devices with Vision Transformers -- PalQuant...

12
Published 2022
Springer Nature Switzerland
Table of Contents: ...Cross-Modality Transformer for Visible-Infrared Person Re-identification -- Audio-Visual Mismatch...

13
Published 2022
Springer Nature Switzerland
Table of Contents: ... Transformer -- PCW-Net: Pyramid Combination and Warping Cost Volume for Stereo Matching -- Gen6D...

14
Published 2022
Springer Nature Switzerland
Table of Contents: ... Sequence to Sequence Translation -- Efficient Video Transformers with Spatial-Temporal Token Selection...

15
Published 2022
Springer Nature Switzerland
Table of Contents: ... Distributional Transformation -- Where in the World Is This Image? Transformer-Based Geo-Localization in the Wild...

16
Published 2022
Springer Nature Switzerland
Table of Contents: ... with Contrastive Vision Transformer -- CPrune: Compiler-Informed Model Pruning for Efficient Target-Aware DNN...

17
Published 2022
Springer Nature Switzerland
Table of Contents: ... Transformers -- Category-Level 6D Object Pose and Size Estimation Using Self-Supervised Deep Prior Deformation...

18
Published 2022
Springer Nature Switzerland
Table of Contents: ...Lane Detection Transformer Based on Multi-Frame Horizontal and Vertical Attention and Visual...

19
Published 2022
Springer Nature Switzerland
Table of Contents: ... with Transformers -- GeoRefine: Self-Supervised Online Depth Refinement for Accurate Dense Mapping -- Multi-modal...

20
Published 2022
Springer Nature Switzerland
Table of Contents: ... Detection and Captioning as Sequence Generation via Pre-training -- Multimodal Transformer with Variable...