Region Mutual Information Loss for Semantic Segmentation

26 October 2019

Papers citing "Region Mutual Information Loss for Semantic Segmentation"

48 / 48 papers shown

Title
Steerable Pyramid Weighted Loss: Multi-Scale Adaptive Weighting for Semantic Segmentation Renhao Lu SSeg 94 0 0 09 Mar 2025
On The Relationship between Visual Anomaly-free and Anomalous Representations Riya Sadrani Hrishikesh Sharma Ayush Bachan 60 0 0 09 Oct 2024
Semantic Segmentation for Real-World and Synthetic Vehicle's Forward-Facing Camera Images Tuan T. Nguyen Phan Le Yasir Hassan Mina Sartipi 37 0 0 07 Jul 2024
Enhancing Boundary Segmentation for Topological Accuracy with Skeleton-based Methods Chuni Liu Boyuan Ma Xiaojuan Ban Yujie Xie Hao Wang Weihua Xue Jingchao Ma Ke Xu 48 4 0 29 Apr 2024
Flood Data Analysis on SpaceNet 8 Using Apache Sedona Yanbing Bai Zihao Yang Jinze Yu Rui-Yang Ju Bin Yang Erick Mas Shunichi Koshimura 21 1 0 28 Apr 2024
AutoGluon-Multimodal (AutoMM): Supercharging Multimodal AutoML with Foundation Models Zhiqiang Tang Haoyang Fang Su Zhou Taojiannan Yang Zihan Zhong Tony Hu Katrin Kirchhoff George Karypis 48 11 0 24 Apr 2024
Convolution-based Probability Gradient Loss for Semantic Segmentation Guohang Shan Shuangcheng Jia SSeg 59 1 0 10 Apr 2024
Constrained Multiview Representation for Self-supervised Contrastive Learning Siyuan Dai Kai Ye Kun Zhao Ge Cui Haoteng Tang Liang Zhan SSL 22 1 0 05 Feb 2024
Loss Functions in the Era of Semantic Segmentation: A Survey and Outlook Reza Azad Moein Heidary Kadir Yilmaz Michael Huttemann Sanaz Karimijafarbigloo Yuli Wu Anke Schmeink Dorit Merhof VLM SSeg 47 18 0 08 Dec 2023
IDRNet: Intervention-Driven Relation Network for Semantic Segmentation Zhenchao Jin Xiaowei Hu Lingting Zhu Luchuan Song Li Yuan Lequan Yu 13 18 0 16 Oct 2023
Sentence Attention Blocks for Answer Grounding Seyedalireza Khoshsirat Chandra Kambhamettu 38 8 0 20 Sep 2023
Where and How: Mitigating Confusion in Neural Radiance Fields from Sparse Inputs Yanqi Bao Yuxin Li Jing Huo Tian Ding Xinyue Liang Wenbin Li Yang Gao 43 8 0 05 Aug 2023
MetaMorph: Learning Metamorphic Image Transformation With Appearance Changes Jian Wang Jiarui Xing Jason Druzgal W. Wells Miaomiao Zhang MedIm 44 4 0 08 Mar 2023
Soft labelling for semantic segmentation: Bringing coherence to label down-sampling Roberto Alcover-Couso Marcos Escudero-Viñolo Juan C. Sanmiguel Jose M. Martínez 36 7 0 27 Feb 2023
A Class-wise Non-salient Region Generalized Framework for Video Semantic Segmentation Yuhang Zhang Shishun Tian Muxin Liao Zhengyu Zhang Wenbin Zou Chen Xu 26 0 0 29 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
Hard Exudate Segmentation Supplemented by Super-Resolution with Multi-scale Attention Fusion Module Jiayi Zhang Xiaoshan Chen Zhongxi Qiu Mingming Yang Yan Hu Jiang-Dong Liu 50 11 0 17 Nov 2022
Semantic Segmentation with Active Semi-Supervised Representation Learning Aneesh Rangnekar Christopher Kanan Matthew Hoffman 33 5 0 16 Oct 2022
Self-adversarial Multi-scale Contrastive Learning for Semantic Segmentation of Thermal Facial Images Jitesh Joshi N. Bianchi-Berthouze Youngjun Cho 19 7 0 21 Sep 2022
MCIBI++: Soft Mining Contextual Information Beyond Image for Semantic Segmentation Zhenchao Jin Dongdong Yu Zehuan Yuan Lequan Yu 51 21 0 09 Sep 2022
Extraction of Vascular Wall in Carotid Ultrasound via a Novel Boundary-Delineation Network Qing-Hua Huang Lizhi Jia Guanqing Ren Xiaoyi Wang Chunying Liu 19 23 0 28 Jul 2022
Simple and Efficient Architectures for Semantic Segmentation Dushyant Mehta Andrii Skliar H. Yahia Shubhankar Borse Fatih Porikli A. Habibian Tijmen Blankevoort SSeg 24 13 0 16 Jun 2022
Energy Consumption Analysis of pruned Semantic Segmentation Networks on an Embedded GPU Hugo Tessier Vincent Gripon Mathieu Léonardon M. Arzel David Bertrand T. Hannagan GNN SSeg 3DPC 40 2 0 13 Jun 2022
Leveraging Structured Pruning of Convolutional Neural Networks Hugo Tessier Vincent Gripon Mathieu Léonardon M. Arzel David Bertrand T. Hannagan CVBM 26 1 0 13 Jun 2022
ClamNet: Using contrastive learning with variable depth Unets for medical image segmentation Samayan Bhattacharya Sk Shahnawaz Avigyan Bhattacharya 25 1 0 10 Jun 2022
MASNet:Improve Performance of Siamese Networks with Mutual-attention for Remote Sensing Change Detection Tasks H. Zhou Y. Ren Q. Li J. Yin Y. Lin 3DPC 39 3 0 06 Jun 2022
PLGAN: Generative Adversarial Networks for Power-Line Segmentation in Aerial Images R. Abdelfattah Xiang Wang Song Wang GAN 21 15 0 14 Apr 2022
Multi-scale and Cross-scale Contrastive Learning for Semantic Segmentation Theodoros Pissas Claudio S. Ravasio L. Cruz Christos Bergeles 27 15 0 25 Mar 2022
GOSS: Towards Generalized Open-set Semantic Segmentation Jie Hong Weihong Li Junlin Han Jiyang Zheng Pengfei Fang Mehrtash Harandi L. Petersson VLM 32 19 0 23 Mar 2022
CFNet: Learning Correlation Functions for One-Stage Panoptic Segmentation Yifeng Chen Wenqing Chu Fangfang Wang Ying Tai Ran Yi Zhenye Gan Lili Yao Chengjie Wang Xi Li ISeg 27 2 0 13 Jan 2022
CitySurfaces: City-Scale Semantic Segmentation of Sidewalk Materials Maryam Hosseini Fabio Miranda Jianzhe Lin Claudio Silva 36 41 0 06 Jan 2022
PP-HumanSeg: Connectivity-Aware Portrait Segmentation with a Large-Scale Teleconferencing Video Dataset Lutao Chu Yi Liu Zewu Wu Shiyu Tang Guowei Chen ... Juncai Peng Zhiliang Yu Zeyu Chen Baohua Lai Haoyi Xiong 3DH 27 25 0 14 Dec 2021
Dense Prediction with Attentive Feature Aggregation Yung-Hsu Yang Thomas E. Huang Min Sun Samuel Rota Buló Peter Kontschieder Feng Yu 37 7 0 01 Nov 2021
Warp-Refine Propagation: Semi-Supervised Auto-labeling via Cycle-consistency Aditya Ganeshan Alexis Vallet Yasunori Kudo S. Maeda Tommi Kerola Rares Andrei Ambrus Dennis Park Adrien Gaidon AI4TS 65 12 0 28 Sep 2021
Mining Contextual Information Beyond Image for Semantic Segmentation Zhenchao Jin Tao Gong Dongdong Yu Qi Chu Jian Wang Changhu Wang Jie Shao 27 88 0 26 Aug 2021
Large-scale Unsupervised Semantic Segmentation Shangqi Gao Zhong-Yu Li Ming-Hsuan Yang Mingg-Ming Cheng Junwei Han Philip Torr UQCV 48 84 0 06 Jun 2021
Semantic-Aware Contrastive Learning for Multi-object Medical Image Segmentation Ho Hin Lee Yucheng Tang Qi Yang Xin Yu Shunxing Bao L. Cai Lucas W. Remedios Bennett A. Landman Yuankai Huo 29 8 0 03 Jun 2021
Omni-supervised Point Cloud Segmentation via Gradual Receptive Field Component Reasoning Jing-yu Gong Jiachen Xu Xin Tan Haichuan Song Yanyun Qu Yuan Xie Lizhuang Ma 3DPC 23 43 0 21 May 2021
Rapid quantification of COVID-19 pneumonia burden from computed tomography with convolutional LSTM networks K. Grodecki A. Killekar A. Lin S. Cadet P. McElhinney ... N. Nerlekar C. Torlasco G. Pontone D. Dey P. Slomka 16 3 0 31 Mar 2021
Boosting Semi-supervised Image Segmentation with Global and Local Mutual Information Regularization Jizong Peng M. Pedersoli Christian Desrosiers SSL 27 21 0 08 Mar 2021
Bidirectional Multi-scale Attention Networks for Semantic Segmentation of Oblique UAV Imagery Ye Lyu G. Vosselman Guisong Xia M. Yang 26 12 0 05 Feb 2021
Exploring Cross-Image Pixel Contrast for Semantic Segmentation Wenguan Wang Tianfei Zhou Feng Yu Jifeng Dai E. Konukoglu Luc Van Gool 24 473 0 28 Jan 2021
Contrastive Learning for Label-Efficient Semantic Segmentation Xiangyu Zhao Raviteja Vemulapalli Philip Mansfield Boqing Gong Bradley Green Lior Shapira Ying Nian Wu SSL SSeg 43 174 0 13 Dec 2020
Learning Class Unique Features in Fine-Grained Visual Classification Runkai Zheng Zhijia Yu Yinqi Zhang C. Ding Hei Victor Cheng Li Liu 16 0 0 22 Nov 2020
Lookahead Adversarial Learning for Near Real-Time Semantic Segmentation Hadi Jamali Rad Attila Szabo SSeg 20 1 0 19 Jun 2020
Hierarchical Multi-Scale Attention for Semantic Segmentation Andrew Tao Karan Sapra Bryan Catanzaro SSeg 31 449 0 21 May 2020
Bag of Tricks for Image Classification with Convolutional Neural Networks Tong He Zhi-Li Zhang Hang Zhang Zhongyue Zhang Junyuan Xie Mu Li 224 1,400 0 04 Dec 2018
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation Vijay Badrinarayanan Alex Kendall R. Cipolla SSeg 463 15,657 0 02 Nov 2015