Title
Where in the World is this Image? Transformer-based Geo-localization in the Wild Shraman Pramanick E. Nowara Joshua Gleason Carlos D. Castillo Rama Chellappa ViT 18 30 0 29 Apr 2022
Depth Estimation with Simplified Transformer John Yang Le An Anurag Dixit Jinkyu Koo Su Inn Park MDE 28 21 0 28 Apr 2022
One Model to Synthesize Them All: Multi-contrast Multi-scale Transformer for Missing Data Imputation Jiang Liu Srivathsa Pasumarthi B. Duffy Enhao Gong Keshav Datta Greg Zaharchuk ViT MedIm 11 53 0 28 Apr 2022
CALI: Coarse-to-Fine ALIgnments Based Unsupervised Domain Adaptation of Traversability Prediction for Deployable Autonomous Navigation Zheng Chen Durgakant Pushp Lantao Liu 11 6 0 20 Apr 2022
MST++: Multi-stage Spectral-wise Transformer for Efficient Spectral Reconstruction Yuanhao Cai Jing Lin Zudi Lin Haoqian Wang Yulun Zhang Hanspeter Pfister Radu Timofte Luc Van Gool 19 171 0 17 Apr 2022
DL4SciVis: A State-of-the-Art Survey on Deep Learning for Scientific Visualization Chaoli Wang J. Han 28 36 0 13 Apr 2022
TopFormer: Token Pyramid Transformer for Mobile Semantic Segmentation Wenqiang Zhang Zilong Huang Guozhong Luo Tao Chen Xinggang Wang Wenyu Liu Gang Yu Chunhua Shen ViT 22 198 0 12 Apr 2022
Attention guided global enhancement and local refinement network for semantic segmentation Jiangyun Li Sen Zha Chen Chen Meng Ding Tianxiang Zhang Hong Yu SSeg 37 25 0 09 Apr 2022
Learning Local and Global Temporal Contexts for Video Semantic Segmentation Guolei Sun Yun Liu Henghui Ding Min Wu Luc Van Gool 25 32 0 07 Apr 2022
Birds of A Feather Flock Together: Category-Divergence Guidance for Domain Adaptive Segmentation Bo Yuan Danpei Zhao Shuai Shao Zehuan Yuan Changhu Wang 63 14 0 05 Apr 2022
MultiMAE: Multi-modal Multi-task Masked Autoencoders Roman Bachmann David Mizrahi Andrei Atanov Amir Zamir 35 265 0 04 Apr 2022
BatchFormerV2: Exploring Sample Relationships for Dense Representation Learning Zhi Hou Baosheng Yu Chaoyue Wang Yibing Zhan Dacheng Tao ViT 23 11 0 04 Apr 2022
Dynamic Focus-aware Positional Queries for Semantic Segmentation Haoyu He Jianfei Cai Zizheng Pan Jing Liu Jing Zhang Dacheng Tao Bohan Zhuang 34 17 0 04 Apr 2022
BinsFormer: Revisiting Adaptive Bins for Monocular Depth Estimation Zhenyu Li Xuyang Wang Xianming Liu Junjun Jiang MDE 24 191 0 03 Apr 2022
ReSTR: Convolution-free Referring Image Segmentation Using Transformers N. Kim Dongwon Kim Cuiling Lan Wenjun Zeng Suha Kwak 21 136 0 31 Mar 2022
On the Road to Online Adaptation for Semantic Image Segmentation Riccardo Volpi Pau de Jorge Diane Larlus G. Csurka OffRL 37 25 0 30 Mar 2022
SepViT: Separable Vision Transformer Wei Li Xing Wang Xin Xia Jie Wu Jiashi Li Xuefeng Xiao Min Zheng Shiping Wen ViT 26 40 0 29 Mar 2022
RSTT: Real-time Spatial Temporal Transformer for Space-Time Video Super-Resolution Z. Geng Luming Liang Tianyu Ding Ilya Zharkov 23 68 0 27 Mar 2022
Give Me Your Attention: Dot-Product Attention Considered Harmful for Adversarial Patch Robustness Giulio Lovisotto Nicole Finnie Mauricio Muñoz Chaithanya Kumar Mummadi J. H. Metzen AAML ViT 22 32 0 25 Mar 2022
Multi-scale and Cross-scale Contrastive Learning for Semantic Segmentation Theodoros Pissas Claudio S. Ravasio L. Cruz Christos Bergeles 15 15 0 25 Mar 2022
Transformers Meet Visual Learning Understanding: A Comprehensive Review Yuting Yang Licheng Jiao Xuantong Liu F. Liu Shuyuan Yang Zhixi Feng Xu Tang ViT MedIm 27 28 0 24 Mar 2022
Revisiting Multi-Scale Feature Fusion for Semantic Segmentation Tianjian Meng Golnaz Ghiasi Reza Mahjorian Quoc V. Le Mingxing Tan SSeg 30 2 0 23 Mar 2022
GOSS: Towards Generalized Open-set Semantic Segmentation Jie Hong Weihong Li Junlin Han Jiyang Zheng Pengfei Fang Mehrtash Harandi L. Petersson VLM 19 19 0 23 Mar 2022
Focal Modulation Networks Jianwei Yang Chunyuan Li Xiyang Dai Lu Yuan Jianfeng Gao 3DPC 24 263 0 22 Mar 2022
High-resolution Iterative Feedback Network for Camouflaged Object Detection Xiaobin Hu Deng-Ping Fan Xuebin Qin Hang Dai Wenqi Ren Ying Tai Chengjie Wang Ling Shao 49 108 0 22 Mar 2022
End-to-End Video Text Spotting with Transformer Weijia Wu Yuanqiang Cai Chunhua Shen Debing Zhang Ying Fu Hong Zhou Ping Luo ViT 45 24 0 20 Mar 2022
HIPA: Hierarchical Patch Transformer for Single Image Super Resolution Qing Cai Yiming Qian Jinxing Li Junjie Lv Yee-Hong Yang Feng Wu Dafan Zhang 19 28 0 19 Mar 2022
MatchFormer: Interleaving Attention in Transformers for Feature Matching Qing Wang Jiaming Zhang Kailun Yang Kunyu Peng Rainer Stiefelhagen ViT 33 141 0 17 Mar 2022
Towards Data-Efficient Detection Transformers Wen Wang Jing Zhang Yang Cao Yongliang Shen Dacheng Tao ViT 20 59 0 17 Mar 2022
Simulation-Driven Training of Vision Transformers Enabling Metal Segmentation in X-Ray Images F. Fan L. Ritschl M. Beister R. Biniazan Björn Kreher Tristan M. Gottschalk Steffen Kappler Andreas K. Maier ViT MedIm 16 1 0 17 Mar 2022
Attribute Surrogates Learning and Spectral Tokens Pooling in Transformers for Few-shot Learning Yang He Weihan Liang Dongyang Zhao Hong-Yu Zhou Weifeng Ge Yizhou Yu Wenqiang Zhang ViT 25 45 0 17 Mar 2022
Hyperbolic Uncertainty Aware Semantic Segmentation Bike Chen Wei Peng Xiaofeng Cao Juha Roning UQCV 16 15 0 16 Mar 2022
EDTER: Edge Detection with Transformer Mengyang Pu Yaping Huang Yuming Liu Q. Guan Haibin Ling ViT 11 98 0 16 Mar 2022
PointAttN: You Only Need Attention for Point Cloud Completion Jun Wang Yinghan Cui Dongyan Guo Junxia Li Qingshan Liu Chunhua Shen 3DPC 27 44 0 16 Mar 2022
Scaling Up Your Kernels to 31x31: Revisiting Large Kernel Design in CNNs Xiaohan Ding X. Zhang Yi Zhou Jungong Han Guiguang Ding Jian-jun Sun VLM 49 528 0 13 Mar 2022
Efficient Long-Range Attention Network for Image Super-resolution Xindong Zhang Huiyu Zeng Shi Guo Lei Zhang ViT 19 276 0 13 Mar 2022
DFTR: Depth-supervised Fusion Transformer for Salient Object Detection Heqin Zhu Xu Sun Yuexiang Li Kai Ma S. Kevin Zhou Yefeng Zheng ViT 33 9 0 12 Mar 2022
Representation Compensation Networks for Continual Semantic Segmentation Chang-Bin Zhang Jianqiang Xiao Xialei Liu Ying-Cong Chen Mingg-Ming Cheng SSeg CLL 37 93 0 10 Mar 2022
Backbone is All Your Need: A Simplified Architecture for Visual Object Tracking Boyu Chen Peixia Li Lei Bai Leixian Qiao Qiuhong Shen Bo-wen Li Weihao Gan Wei Wu Wanli Ouyang ViT VOT 22 182 0 10 Mar 2022
CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers Jiaming Zhang Huayao Liu Kailun Yang Xinxin Hu Ruiping Liu Rainer Stiefelhagen ViT 23 297 0 09 Mar 2022
RankSeg: Adaptive Pixel Classification with Image Category Ranking for Segmentation Hao He Yuhui Yuan Xiangyu Yue Han Hu VOS VLM 22 13 0 08 Mar 2022
BEVSegFormer: Bird's Eye View Semantic Segmentation From Arbitrary Camera Rigs Lang Peng Zhirong Chen Zhang-Hua Fu Pengpeng Liang Erkang Cheng 32 131 0 08 Mar 2022
Monocular Robot Navigation with Self-Supervised Pretrained Vision Transformers Miguel A. Saavedra-Ruiz Sacha Morin Liam Paull MDE ViT 35 3 0 07 Mar 2022
Stepwise Feature Fusion: Local Guides Global Jinfeng Wang Qiming Huang Feilong Tang Jia Meng Jionglong Su Sifan Song ViT MedIm 19 179 0 07 Mar 2022
MetaFormer: A Unified Meta Framework for Fine-Grained Recognition Qishuai Diao Yi-Xin Jiang Bin Wen Jianxiang Sun Zehuan Yuan 31 60 0 05 Mar 2022
Learning Affinity from Attention: End-to-End Weakly-Supervised Semantic Segmentation with Transformers Lixiang Ru Yibing Zhan Baosheng Yu Bo Du ViT 39 181 0 05 Mar 2022
Boosting Crowd Counting via Multifaceted Attention Hui Lin Zhiheng Ma Rongrong Ji Yaowei Wang Xiaopeng Hong 23 145 0 05 Mar 2022
Recent Advances in Vision Transformer: A Survey and Outlook of Recent Work Khawar Islam ViT 28 45 0 03 Mar 2022
Bending Reality: Distortion-aware Transformers for Adapting to Panoramic Semantic Segmentation Jiaming Zhang Kailun Yang Chaoxiang Ma Simon Reiß Kunyu Peng Rainer Stiefelhagen ViT 29 72 0 02 Mar 2022
Fuse Local and Global Semantics in Representation Learning Yuchi Zhao Yuhao Zhou FedML 9 1 0 28 Feb 2022