Axial-DeepLab: Stand-Alone Axial-Attention for Panoptic Segmentation

17 March 2020

Papers citing "Axial-DeepLab: Stand-Alone Axial-Attention for Panoptic Segmentation"

50 / 125 papers shown

Title
Decoder Denoising Pretraining for Semantic Segmentation Emmanuel B. Asiedu Simon Kornblith Ting Chen Niki Parmar Matthias Minderer Mohammad Norouzi AI4CE 193 26 0 23 May 2022
Advanced Feature Learning on Point Clouds using Multi-resolution Features and Learnable Pooling Kevin Tirta Wijaya Dong-Hee Paek Seung-Hyun Kong 3DPC 24 21 0 20 May 2022
ONCE-3DLanes: Building Monocular 3D Lane Detection Fan Yan Ming-Jun Nie Xinyue Cai Jianhua Han Han Xu Zhengxin Yang Chao Ye Yanwei Fu Michael Bi Mi Li Zhang 29 67 0 30 Apr 2022
Context-Aware Sequence Alignment using 4D Skeletal Augmentation Taein Kwon Bugra Tekin Siyu Tang Marc Pollefeys 25 13 0 26 Apr 2022
VPTR: Efficient Transformers for Video Prediction Xi Ye Guillaume-Alexandre Bilodeau ViT 24 18 0 29 Mar 2022
Document-Level Relation Extraction with Adaptive Focal Loss and Knowledge Distillation Qingyu Tan Ruidan He Lidong Bing Hwee Tou Ng 24 97 0 21 Mar 2022
ScalableViT: Rethinking the Context-oriented Generalization of Vision Transformer Rui Yang Hailong Ma Jie Wu Yansong Tang Xuefeng Xiao Min Zheng Xiu Li ViT 19 53 0 21 Mar 2022
V2X-ViT: Vehicle-to-Everything Cooperative Perception with Vision Transformer Runsheng Xu Hao Xiang Zhengzhong Tu Xin Xia Ming-Hsuan Yang Jiaqi Ma ViT 109 362 0 20 Mar 2022
MatchFormer: Interleaving Attention in Transformers for Feature Matching Qing Wang Jiaming Zhang Kailun Yang Kunyu Peng Rainer Stiefelhagen ViT 35 141 0 17 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
UNeXt: MLP-based Rapid Medical Image Segmentation Network Jeya Maria Jose Valanarasu Vishal M. Patel SSeg 38 480 0 09 Mar 2022
A Data-scalable Transformer for Medical Image Segmentation: Architecture, Model Efficiency, and Benchmark Yunhe Gao Mu Zhou Ding Liu Zhennan Yan Shaoting Zhang Dimitris N. Metaxas ViT MedIm 18 68 0 28 Feb 2022
Amodal Panoptic Segmentation Rohit Mohan Abhinav Valada 34 43 0 23 Feb 2022
Pale Transformer: A General Vision Transformer Backbone with Pale-Shaped Attention Sitong Wu Tianyi Wu Hao Hao Tan G. Guo ViT 28 70 0 28 Dec 2021
Full Transformer Framework for Robust Point Cloud Registration with Deep Information Interaction Guang-Sheng Chen Meiling Wang Yufeng Yue Qingxiang Zhang Li-xin Yuan ViT 37 17 0 17 Dec 2021
Split GCN: Effective Interactive Annotation for Segmentation of Disconnected Instance Namgi Kim Barom Kang Yeonok Cho GNN 22 6 0 13 Dec 2021
Couplformer:Rethinking Vision Transformer with Coupling Attention Map Hai Lan Xihao Wang Xian Wei ViT 28 3 0 10 Dec 2021
3D Medical Point Transformer: Introducing Convolution to Attention Networks for Medical Point Cloud Analysis Jianhui Yu Chaoyi Zhang Heng Wang Dingxin Zhang Yang Song Tiange Xiang Dongnan Liu Weidong (Tom) Cai ViT MedIm 21 32 0 09 Dec 2021
PolyphonicFormer: Unified Query Learning for Depth-aware Video Panoptic Segmentation Haobo Yuan Xiangtai Li Yibo Yang Guangliang Cheng Jing Zhang Yunhai Tong Lefei Zhang Dacheng Tao MDE 44 42 0 05 Dec 2021
Sparse DETR: Efficient End-to-End Object Detection with Learnable Sparsity Byungseok Roh Jaewoong Shin Wuhyun Shin Saehoon Kim ViT 11 142 0 29 Nov 2021
Video Frame Interpolation Transformer Zhihao Shi Xiangyu Xu Xiaohong Liu Jun Chen Ming-Hsuan Yang ViT 17 157 0 27 Nov 2021
PeCo: Perceptual Codebook for BERT Pre-training of Vision Transformers Xiaoyi Dong Jianmin Bao Ting Zhang Dongdong Chen Weiming Zhang Lu Yuan Dong Chen Fang Wen Nenghai Yu Baining Guo ViT 42 238 0 24 Nov 2021
Panoptic Segmentation: A Review O. Elharrouss S. Al-Maadeed Nandhini Subramanian Najmath Ottakath Noor Almaadeed Yassine Himeur 18 38 0 19 Nov 2021
Searching for TrioNet: Combining Convolution with Local and Global Self-Attention Huaijin Pi Huiyu Wang Yingwei Li Zizhang Li Alan Yuille ViT 21 3 0 15 Nov 2021
Dense Prediction with Attentive Feature Aggregation Yung-Hsu Yang Thomas E. Huang Min Sun Samuel Rota Buló Peter Kontschieder F. I. F. Richard Yu 29 7 0 01 Nov 2021
Geometric Transformer for End-to-End Molecule Properties Prediction Yoni Choukroun Lior Wolf AI4CE ViT 25 16 0 26 Oct 2021
Video Instance Segmentation by Instance Flow Assembly Xiang Li Jinglu Wang Xiao Li Yan Lu VOS 19 15 0 20 Oct 2021
Encoder-decoder with Multi-level Attention for 3D Human Shape and Pose Estimation Ziniu Wan Zhengjia Li Maoqing Tian Jianbo Liu Shuai Yi Hongsheng Li 3DH 35 80 0 06 Sep 2021
A Technical Survey and Evaluation of Traditional Point Cloud Clustering Methods for LiDAR Panoptic Segmentation Yiming Zhao Xiao Zhang Xinming Huang 3DPC 27 29 0 21 Aug 2021
CaraNet: Context Axial Reverse Attention Network for Segmentation of Small Medical Objects Ange Lou Shuyue Guan Hanseok Ko Murray H. Loew 150 193 0 16 Aug 2021
Unifying Global-Local Representations in Salient Object Detection with Transformer Sucheng Ren Qiang Wen Nanxuan Zhao Guoqiang Han Shengfeng He ViT 28 25 0 05 Aug 2021
Rethinking and Improving Relative Position Encoding for Vision Transformer Kan Wu Houwen Peng Minghao Chen Jianlong Fu Hongyang Chao ViT 42 329 0 29 Jul 2021
A Unified Efficient Pyramid Transformer for Semantic Segmentation Fangrui Zhu Yi Zhu Li Zhang Chongruo Wu Yanwei Fu Mu Li ViT 29 29 0 29 Jul 2021
Generative Video Transformer: Can Objects be the Words? Yi-Fu Wu Jaesik Yoon Sungjin Ahn ViT 29 34 0 20 Jul 2021
Image Fusion Transformer VS Vibashan Jeya Maria Jose Valanarasu Poojan Oza Vishal M. Patel ViT 30 116 0 19 Jul 2021
SE-PSNet: Silhouette-based Enhancement Feature for Panoptic Segmentation Network Shuo-En Chang Yi-Cheng Yang Enai Lin Pei-Yung Hsiao L. Fu SSeg ISeg 11 5 0 11 Jul 2021
Weaving Attention U-net: A Novel Hybrid CNN and Attention-based Method for Organs-at-risk Segmentation in Head and Neck CT Images Zhuangzhuang Zhang T. Zhao Hiram Gay Weixiong Zhang B. Sun 24 19 0 10 Jul 2021
AutoFormer: Searching Transformers for Visual Recognition Minghao Chen Houwen Peng Jianlong Fu Haibin Ling ViT 36 259 0 01 Jul 2021
Vision Permutator: A Permutable MLP-Like Architecture for Visual Recognition Qibin Hou Zihang Jiang Li-xin Yuan Mingg-Ming Cheng Shuicheng Yan Jiashi Feng ViT MLLM 24 205 0 23 Jun 2021
Probabilistic Attention for Interactive Segmentation Prasad Gabbur Manjot Bilkhu J. Movellan 26 13 0 23 Jun 2021
DeepLab2: A TensorFlow Library for Deep Labeling Mark Weber Huiyu Wang Siyuan Qiao Jun Xie Maxwell D. Collins ... Laura Leal-Taixe Alan Yuille Florian Schroff Hartwig Adam Liang-Chieh Chen VLM 27 45 0 17 Jun 2021
Improved Transformer for High-Resolution GANs Long Zhao Zizhao Zhang Ting Chen Dimitris N. Metaxas Han Zhang ViT 34 95 0 14 Jun 2021
SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers Enze Xie Wenhai Wang Zhiding Yu Anima Anandkumar J. Álvarez Ping Luo ViT 32 4,830 0 31 May 2021
Recent advances and clinical applications of deep learning in medical image analysis Xuxin Chen Ximing Wang Kecheng Zhang K. Fung T. Thai K. Moore Robert S. Mannel Hong Liu B. Zheng Y. Qiu OOD 18 570 0 27 May 2021
A Multi-Branch Hybrid Transformer Networkfor Corneal Endothelial Cell Segmentation Yinglin Zhang Risa Higashita Huazhu Fu Yanwu Xu Yang Zhang Haofeng Liu Jian Zhang Jiang-Dong Liu ViT MedIm 15 51 0 21 May 2021
Attention-based Stylisation for Exemplar Image Colourisation Marc Górriz Blanch Issa Khalifeh A. Smeaton Noel E. O'Connor M. Mrak 28 4 0 04 May 2021
ViT-V-Net: Vision Transformer for Unsupervised Volumetric Medical Image Registration Junyu Chen Yufan He Eric C. Frey Ye Li Yong Du ViT MedIm 28 181 0 13 Apr 2021
Multiple Object Tracking with Correlation Learning Qiang Wang Yun Zheng Pan Pan Yinghui Xu VOT 34 147 0 08 Apr 2021
On the Robustness of Vision Transformers to Adversarial Examples Kaleel Mahmood Rigel Mahmood Marten van Dijk ViT 20 217 0 31 Mar 2021
Rethinking Spatial Dimensions of Vision Transformers Byeongho Heo Sangdoo Yun Dongyoon Han Sanghyuk Chun Junsuk Choe Seong Joon Oh ViT 339 564 0 30 Mar 2021