Context Encoding for Semantic Segmentation

23 March 2018

Papers citing "Context Encoding for Semantic Segmentation"

50 / 200 papers shown

Title
GeloVec: Higher Dimensional Geometric Smoothing for Coherent Visual Feature Extraction in Image Segmentation Boris Kriuk Matey Yordanov 35 0 0 02 May 2025
Hadamard product in deep learning: Introduction, Advances and Challenges Grigorios G. Chrysos Yongtao Wu Razvan Pascanu Philip Torr V. Cevher AAML 98 0 0 17 Apr 2025
Why does my medical AI look at pictures of birds? Exploring the efficacy of transfer learning across domain boundaries F. Jonske M. Kim Enrico Nasca J. Evers Johannes Haubold ... F. Nensa Michael Kamp C. Seibold Jan Egger Jens Kleesiek 79 1 0 17 Feb 2025
RS-vHeat: Heat Conduction Guided Efficient Remote Sensing Foundation Model Huiyang Hu Peijin Wang Hanbo Bi Boyuan Tong Zehua Wang ... Ziqi Zhang QiXiang Ye Kun Fu Xian Sun Xian Sun 105 0 0 27 Nov 2024
Heuristical Comparison of Vision Transformers Against Convolutional Neural Networks for Semantic Segmentation on Remote Sensing Imagery Ashim Dahal Saydul Akbar Murad Nick Rahimi ViT 39 1 0 14 Nov 2024
Empirical curvelet based Fully Convolutional Network for supervised texture image segmentation Yuan Huang Fugen Zhou Jerome Gilles 29 22 0 28 Oct 2024
Multi-Scale Grouped Prototypes for Interpretable Semantic Segmentation Hugo Porta Emanuele Dalsasso Diego Marcos D. Tuia 95 0 0 14 Sep 2024
MacFormer: Semantic Segmentation with Fine Object Boundaries Guoan Xu Wenfeng Huang Tao Wu Ligeng Chen Wenjing Jia Guangwei Gao Xiatian Zhu Stuart W. Perry 40 0 0 11 Aug 2024
Optimizing Universal Lesion Segmentation: State Space Model-Guided Hierarchical Networks with Feature Importance Adjustment Kazi Shahriar Sanjid Md. Tanzim Hossain Md. Shakib Shahariar Junayed M. M. Uddin Mamba 43 2 0 26 Apr 2024
Real-Time Image Segmentation via Hybrid Convolutional-Transformer Architecture Search Hongyuan Yu Cheng Wan Mengchen Liu Dongdong Chen Bin Xiao Xiyang Dai Yan Huang Yuan Lu Liang Wang 73 5 0 15 Mar 2024
Vanishing-Point-Guided Video Semantic Segmentation of Driving Scenes Diandian Guo Deng-Ping Fan Tongyu Lu Daniel Gehrig Luc Van Gool VOS 21 2 0 27 Jan 2024
Collaborative Position Reasoning Network for Referring Image Segmentation Jianjian Cao Beiya Dai Yulin Li Xiameng Qin Jingdong Wang 33 0 0 22 Jan 2024
Accelerating Heterogeneous Tensor Parallelism via Flexible Workload Control Zhigang Wang Xu Zhang Ning Wang Chuanfei Xu Jie Nie Zhiqiang Wei Yu Gu Ge Yu 21 0 0 21 Jan 2024
Enhancing Contrastive Learning with Efficient Combinatorial Positive Pairing Jaeill Kim Duhun Hwang Eunjung Lee Jangwon Suh Jimyeong Kim Wonjong Rhee 33 0 0 11 Jan 2024
Minimalist and High-Performance Semantic Segmentation with Plain Vision Transformers Yuanduo Hong Jue Wang Weichao Sun Huihui Pan VLM ViT 40 7 0 19 Oct 2023
Low-Resolution Self-Attention for Semantic Segmentation Yu-Huan Wu Shi-Chen Zhang Yun-Hai Liu Le Zhang Xin Zhan Daquan Zhou Jiashi Feng Ming-Ming Cheng Liangli Zhen ViT 45 3 0 08 Oct 2023
M2Former: Multi-Scale Patch Selection for Fine-Grained Visual Recognition Ji-Hee Moon Junseok K. Lee Yu-Ling Lee Seongsik Park 35 4 0 04 Aug 2023
Cognitive TransFuser: Semantics-guided Transformer-based Sensor Fusion for Improved Waypoint Prediction Hwan-Soo Choi Jong-Lyul Jeong Young Cho Kuk-Jin Yoon Jong-hwan Kim 28 1 0 04 Aug 2023
UGCANet: A Unified Global Context-Aware Transformer-based Network with Feature Alignment for Endoscopic Image Analysis Pham Vu Hung N. Manh Nguyen Thi Oanh N. T. Thuy D. V. Sang ViT MedIm 27 3 0 12 Jul 2023
SSSegmenation: An Open Source Supervised Semantic Segmentation Toolbox Based on PyTorch Zhenchao Jin VLM 43 4 0 26 May 2023
Coupling Global Context and Local Contents for Weakly-Supervised Semantic Segmentation Chunyan Wang Dong Zhang Liyan Zhang Jinhui Tang 29 7 0 18 Apr 2023
UDTIRI: An Online Open-Source Intelligent Road Inspection Benchmark Suite Sicen Guo Jiahang Li Yi Feng Dacheng Zhou D. Zhang Chen Chen Shuai Su Xing-Hui Zhu Qijun Chen Rui Fan 31 6 0 18 Apr 2023
Directional Connectivity-based Segmentation of Medical Images Ziyun Yang Sina Farsiu 30 36 0 31 Mar 2023
Ensemble-based Blackbox Attacks on Dense Prediction Zikui Cai Yaoteng Tan M. Salman Asif AAML 30 14 0 25 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 99 22 0 21 Mar 2023
Class-level Multiple Distributions Representation are Necessary for Semantic Segmentation Jianjian Yin Zhichao Zheng Yanhui Gu Junsheng Zhou Yi Chen 41 6 0 14 Mar 2023
FCN+: Global Receptive Convolution Makes FCN Great Again Zhongying Deng Xiaoyu Ren Jin Ye Junjun He Dongxu Yang 20 1 0 08 Mar 2023
Semantic Segmentation via Pixel-to-Center Similarity Calculation Dongyue Wu Zi-Wen Guo Ao Li Changqian Yu Changxin Gao Nong Sang 31 2 0 12 Jan 2023
Dynamic Grained Encoder for Vision Transformers Lin Song Songyang Zhang Songtao Liu Zeming Li Xuming He Hongbin Sun Jian Sun Nanning Zheng ViT 26 34 0 10 Jan 2023
MSCDA: Multi-level Semantic-guided Contrast Improves Unsupervised Domain Adaptation for Breast MRI Segmentation in Small Datasets Sheng Kuang Henry C. Woodruff R. Granzier T. Nijnatten M. Lobbes M. Smidt Philippe Lambin S. Mehrkanoon 28 16 0 04 Jan 2023
Representation Separation for Semantic Segmentation with Vision Transformers Yuanduo Hong Huihui Pan Weichao Sun Xinghu Yu Huijun Gao ViT 28 5 0 28 Dec 2022
ZegCLIP: Towards Adapting CLIP for Zero-shot Semantic Segmentation Ziqi Zhou Bowen Zhang Yinjie Lei Lingqiao Liu Yifan Liu VLM 38 167 0 07 Dec 2022
QuadFormer: Quadruple Transformer for Unsupervised Domain Adaptation in Power Line Segmentation of Aerial Images P. Rao Feng Qiao Weide Zhang Yiliang Xu Yong Deng Guangbin Wu Qiang Zhang 29 8 0 29 Nov 2022
FsaNet: Frequency Self-attention for Semantic Segmentation Fengyu Zhang Ashkan Panahi Guangjun Gao AI4TS 32 28 0 28 Nov 2022
Semi-Supervised Confidence-Level-based Contrastive Discrimination for Class-Imbalanced Semantic Segmentation Kangcheng Liu 19 14 0 28 Nov 2022
Privileged Prior Information Distillation for Image Matting Chengzhi Lyu Jiake Xie Bo Xu Cheng Lu Han Huang Xin Huang Ming Wu Chuang Zhang Yong Tang 18 1 0 25 Nov 2022
L-MAE: Masked Autoencoders are Semantic Segmentation Datasets Augmenter Jiaru Jia Ming-Yu Liu Jiake Xie Xin Chen Hong Zhang Xin Jiang Aiqing Yang 43 0 0 21 Nov 2022
Spikeformer: A Novel Architecture for Training High-Performance Low-Latency Spiking Neural Network Yudong Li Yunlin Lei Xu Yang 29 26 0 19 Nov 2022
A Deep Learning Approach to Generating Photospheric Vector Magnetograms of Solar Active Regions for SOHO/MDI Using SDO/HMI and BBSO Data Haodi Jiang Qin Li Zhihang Hu Nian Liu Yasser Abduallah ... Genwei Zhang Yan Xu Wynne Hsu J. T. Wang Haimin Wang 32 6 0 04 Nov 2022
Towards Complex Backgrounds: A Unified Difference-Aware Decoder for Binary Segmentation Jie Li Wei He Hongyan Zhang 34 5 0 27 Oct 2022
CobNet: Cross Attention on Object and Background for Few-Shot Segmentation Haoyan Guan Michael W. Spratling 27 0 0 21 Oct 2022
Learning to Discover and Detect Objects V. Fomenko Ismail Elezi Deva Ramanan Laura Leal-Taixé Aljosa Osep ObjD 33 10 0 19 Oct 2022
U-HRNet: Delving into Improving Semantic Representation of High Resolution Network for Dense Prediction Jian Wang Xiang Long Guowei Chen Zewu Wu Zeyu Chen Errui Ding SSeg 25 11 0 13 Oct 2022
Sequential Ensembling for Semantic Segmentation Rawal Khirodkar Brandon A. Smith Siddhartha Chandra Amit Agrawal A. Criminisi 29 2 0 08 Oct 2022
Centralized Feature Pyramid for Object Detection Yu Quan Dong Zhang Liyan Zhang Jinhui Tang ObjD 31 150 0 05 Oct 2022
GMMSeg: Gaussian Mixture based Generative Semantic Segmentation Models Chen Liang Wenguan Wang Jiaxu Miao Yi Yang VLM 39 117 0 05 Oct 2022
Few-Shot Segmentation via Rich Prototype Generation and Recurrent Prediction Enhancement Hongsheng Wang Xiaoqi Zhao Youwei Pang Jinqing Qi VLM 36 2 0 03 Oct 2022
Graph Reasoning Transformer for Image Parsing Dong Zhang Jinhui Tang Kwang-Ting Cheng ViT 24 16 0 20 Sep 2022
Large-Field Contextual Feature Learning for Glass Detection Haiyang Mei Xin Yang Letian Yu Qiang Zhang Xiaopeng Wei Rynson W. H. Lau 40 17 0 10 Sep 2022
Towards Large-Scale Small Object Detection: Survey and Benchmarks Gong Cheng Xiang Yuan Xiwen Yao Ke Yan Qinghua Zeng Xingxing Xie Junwei Han ObjD 30 306 0 28 Jul 2022