Segmenter: Transformer for Semantic Segmentation

12 May 2021

Papers citing "Segmenter: Transformer for Semantic Segmentation"

50 / 174 papers shown

Title
3D TransUNet: Advancing Medical Image Segmentation through Vision Transformers Jieneng Chen Jieru Mei Xianhang Li Yongyi Lu Qihang Yu ... M. Lungren Lei Xing Le Lu Alan L. Yuille Yuyin Zhou MedIm ViT 33 35 0 11 Oct 2023
RoadFormer: Duplex Transformer for RGB-Normal Semantic Road Scene Parsing Jiahang Li Yikang Zhang Peng Yun Guangliang Zhou Qijun Chen Rui Fan ViT OffRL 11 26 0 19 Sep 2023
An Empirical Study of Attention Networks for Semantic Segmentation Hao Guo Hongbiao Si Guilin Jiang Wei Zhang Zhiyan Liu Xuanyi Zhu Xulong Zhang Yang Liu 16 1 0 19 Sep 2023
Towards Comparable Knowledge Distillation in Semantic Image Segmentation Onno Niemann Christopher Vox Thorben Werner VLM 13 1 0 07 Sep 2023
Language-Guided Diffusion Model for Visual Grounding Sijia Chen Baochun Li 27 5 0 18 Aug 2023
Hierarchical Spatiotemporal Transformers for Video Object Segmentation Jun-Sang Yoo H. Lee Seung‐Won Jung VOS 26 1 0 17 Jul 2023
Dual-level Interaction for Domain Adaptive Semantic Segmentation Dongyu Yao Boheng Li 19 3 0 16 Jul 2023
Cross Architecture Distillation for Face Recognition Weisong Zhao Xiangyu Zhu Zhixiang He Xiaoyu Zhang Zhen Lei CVBM 11 6 0 26 Jun 2023
PhenoBench -- A Large Dataset and Benchmarks for Semantic Image Interpretation in the Agricultural Domain J. Weyler Federico Magistri E. Marks Yue Linn Chong Matteo Sodano Gianmarco Roggiolani Nived Chebrolu C. Stachniss Jens Behley 22 30 0 07 Jun 2023
BokehOrNot: Transforming Bokeh Effect with Image Transformer and Lens Metadata Embedding Zhihao Yang Wenyi Lian Siyuan Lai 25 6 0 06 Jun 2023
Centered Self-Attention Layers Ameen Ali Tomer Galanti Lior Wolf 28 6 0 02 Jun 2023
Radious: Unveiling the Enigma of Dental Radiology with BEIT Adaptor and Mask2Former in Semantic Segmentation M. Mashayekhi Sara Ahmadi Majd Arian Amiramjadi Babak Mashayekhi 15 0 0 10 May 2023
MTLSegFormer: Multi-task Learning with Transformers for Semantic Segmentation in Precision Agriculture D. Gonçalves J. M. Junior Pedro Zamboni H. Pistori Jonathan Li Keiller Nogueira W. Gonçalves 30 5 0 04 May 2023
Radar-Camera Fusion for Object Detection and Semantic Segmentation in Autonomous Driving: A Comprehensive Review Shanliang Yao Runwei Guan Xiaoyu Huang Zhuoxiao Li Xiangyu Sha ... Eng Gee Lim H. Seo Ka Lok Man Xiaohui Zhu Yutao Yue 25 91 0 20 Apr 2023
Distilling Token-Pruned Pose Transformer for 2D Human Pose Estimation Feixiang Ren ViT 13 2 0 12 Apr 2023
Continual Semantic Segmentation with Automatic Memory Sample Selection Lanyun Zhu Tianrun Chen Jianxiong Yin Simon See J. Liu CLL VLM 11 44 0 11 Apr 2023
HST-MRF: Heterogeneous Swin Transformer with Multi-Receptive Field for Medical Image Segmentation Xiaofei Huang Hongfang Gong Jin Zhang MedIm 18 2 0 10 Apr 2023
DIR-AS: Decoupling Individual Identification and Temporal Reasoning for Action Segmentation Peiyao Wang Haibin Ling 12 2 0 04 Apr 2023
DDP: Diffusion Model for Dense Visual Prediction Yuanfeng Ji Zhe Chen Enze Xie Lanqing Hong Xihui Liu Zhaoqiang Liu Tong Lu Zhenguo Li Ping Luo DiffM VLM 31 129 0 30 Mar 2023
Removing supervision in semantic segmentation with local-global matching and area balancing Simone Rossetti Nico Sama F. Pirri VLM 30 0 0 30 Mar 2023
Leveraging Hidden Positives for Unsupervised Semantic Segmentation Hyun Seok Seong WonJun Moon Subeen Lee Jae-Pil Heo ViT 26 32 0 27 Mar 2023
Machine Learning for Brain Disorders: Transformers and Visual Transformers Robin Courant Maika Edberg Nicolas Dufour Vicky Kalogeiton MedIm ViT 22 1 0 21 Mar 2023
Learning Context-aware Classifier for Semantic Segmentation Zhuotao Tian Jiequan Cui Li Jiang Xiaojuan Qi Xin Lai Yixin Chen Shu Liu Jiaya Jia 85 22 0 21 Mar 2023
LMSeg: Language-guided Multi-dataset Segmentation Qiang-feng Zhou Yuang Liu Chaohui Yu Jingliang Li Zhibin Wang Fan Wang VLM 13 18 0 27 Feb 2023
Semantic Image Segmentation: Two Decades of Research G. Csurka Riccardo Volpi Boris Chidlovskii 3DV 24 49 0 13 Feb 2023
Scaling Vision Transformers to 22 Billion Parameters Mostafa Dehghani Josip Djolonga Basil Mustafa Piotr Padlewski Jonathan Heek ... Mario Luvcić Xiaohua Zhai Daniel Keysers Jeremiah Harmsen N. Houlsby MLLM 61 569 0 10 Feb 2023
SimCon Loss with Multiple Views for Text Supervised Semantic Segmentation Yash J. Patel Yusheng Xie Yi Zhu Srikar Appalaraju R. Manmatha 19 4 0 07 Feb 2023
V1T: large-scale mouse V1 response prediction using a Vision Transformer Bryan M. Li I. M. Cornacchia Nathalie L Rochefort A. Onken 19 8 0 06 Feb 2023
Mono-STAR: Mono-camera Scene-level Tracking and Reconstruction Haonan Chang Dhruv Metha Ramesh Shijie Geng Yuqiu Gan Abdeslam Boularias 20 6 0 30 Jan 2023
CancerUniT: Towards a Single Unified Model for Effective Detection, Segmentation, and Diagnosis of Eight Major Cancers Using a Large Collection of CT Scans Jieneng Chen Yingda Xia Jiawen Yao K. Yan Jianpeng Zhang ... Xin Chen Jingren Zhou Alan Yuille Zai-De Liu Ling Zhang ViT MedIm 28 15 0 28 Jan 2023
ProtoSeg: Interpretable Semantic Segmentation with Prototypical Parts Mikolaj Sacha Dawid Rymarczyk Lukasz Struski Jacek Tabor Bartosz Zieliñski VLM 25 29 0 28 Jan 2023
RangeViT: Towards Vision Transformers for 3D Semantic Segmentation in Autonomous Driving Angelika Ando Spyros Gidaris Andrei Bursuc Gilles Puy Alexandre Boulch Renaud Marlet ViT 3DPC 8 71 0 24 Jan 2023
Model-based inexact graph matching on top of CNNs for semantic scene understanding Jérémy Chopin Jean-Baptiste Fasquel Harold Mouchère Rozenn Dahyot Isabelle Bloch 22 6 0 18 Jan 2023
Accidental Light Probes Hong-Xing Yu Samir Agarwala Charles Herrmann Richard Szeliski Noah Snavely Jiajun Wu Deqing Sun 30 8 0 12 Jan 2023
Representation Separation for Semantic Segmentation with Vision Transformers Yuanduo Hong Huihui Pan Weichao Sun Xinghu Yu Huijun Gao ViT 19 5 0 28 Dec 2022
SMMix: Self-Motivated Image Mixing for Vision Transformers Mengzhao Chen Mingbao Lin Zhihang Lin Yu-xin Zhang Fei Chao Rongrong Ji 31 10 0 26 Dec 2022
Deep Learning Methods for Calibrated Photometric Stereo and Beyond Yakun Ju K. Lam Wuyuan Xie Huiyu Zhou Junyu Dong Boxin Shi 11 34 0 16 Dec 2022
DQnet: Cross-Model Detail Querying for Camouflaged Object Detection Wei Sun Chengao Liu Linyan Zhang Yu Li Pengxu Wei Chang-rui Liu J. Zou Jianbin Jiao QiXiang Ye 35 6 0 16 Dec 2022
RepQ-ViT: Scale Reparameterization for Post-Training Quantization of Vision Transformers Zhikai Li Junrui Xiao Lianwei Yang Qingyi Gu MQ 15 80 0 16 Dec 2022
ZegCLIP: Towards Adapting CLIP for Zero-shot Semantic Segmentation Ziqi Zhou Bowen Zhang Yinjie Lei Lingqiao Liu Yifan Liu VLM 19 167 0 07 Dec 2022
Lightweight Structure-Aware Attention for Visual Understanding Heeseung Kwon F. M. Castro M. Marín-Jiménez N. Guil Alahari Karteek 21 2 0 29 Nov 2022
LUMix: Improving Mixup by Better Modelling Label Uncertainty Shuyang Sun Jieneng Chen Ruifei He Alan Yuille Philip H. S. Torr Song Bai UQCV NoLa 8 5 0 29 Nov 2022
MGFN: Magnitude-Contrastive Glance-and-Focus Network for Weakly-Supervised Video Anomaly Detection Y. Chen Zhengzhe Liu Baoheng Zhang W. Fok Xiaojuan Qi Yik-Chung Wu 10 108 0 28 Nov 2022
Prototype as Query for Few Shot Semantic Segmentation Leilei Cao Yibo Guo Ye Yuan Qiangguo Jin ViT 20 10 0 27 Nov 2022
Exploring Consistency in Cross-Domain Transformer for Domain Adaptive Semantic Segmentation Kaihong Wang Donghyun Kim Regerio Feris Kate Saenko Margrit Betke ViT 20 4 0 27 Nov 2022
Lite-Mono: A Lightweight CNN and Transformer Architecture for Self-Supervised Monocular Depth Estimation Ning Zhang F. Nex G. Vosselman N. Kerle MDE 29 151 0 23 Nov 2022
TransVCL: Attention-enhanced Video Copy Localization Network with Flexible Supervision Sifeng He Yue He Minlong Lu Chen Jiang Xudong Yang Feng Qian X. Zhang Lei Yang Jiandong Zhang ViT 11 18 0 23 Nov 2022
Prompt Tuning for Parameter-efficient Medical Image Segmentation Marc Fischer Alexander Bartler Bin Yang SSeg 14 18 0 16 Nov 2022
YORO -- Lightweight End to End Visual Grounding Chih-Hui Ho Srikar Appalaraju Bhavan A. Jasani R. Manmatha Nuno Vasconcelos ObjD 21 21 0 15 Nov 2022
BiViT: Extremely Compressed Binary Vision Transformer Yefei He Zhenyu Lou Luoming Zhang Jing Liu Weijia Wu Hong Zhou Bohan Zhuang ViT MQ 18 28 0 14 Nov 2022