Loss Max-Pooling for Semantic Image Segmentation

10 April 2017

Peter Kontschieder

Papers citing "Loss Max-Pooling for Semantic Image Segmentation"

30 / 30 papers shown

Title
Query by Activity Video in the Wild Tao Hu William Thong Pascal Mettes Cees G. M. Snoek 36 0 0 23 Nov 2023
Joint Learning of Blind Super-Resolution and Crack Segmentation for Realistic Degraded Images Yuki Kondo Norimichi Ukita SupR 36 8 0 24 Feb 2023
Semantic Image Segmentation: Two Decades of Research G. Csurka Riccardo Volpi Boris Chidlovskii 3DV 46 51 0 13 Feb 2023
Neural Collapse Inspired Attraction-Repulsion-Balanced Loss for Imbalanced Learning Liang Xie Yibo Yang Deng Cai Xiaofei He 21 44 0 19 Apr 2022
Amodal Panoptic Segmentation Rohit Mohan Abhinav Valada 42 43 0 23 Feb 2022
Equalized Focal Loss for Dense Long-Tailed Object Detection Yue Liu Yongqiang Yao Jingru Tan Gang Zhang F. Yu Jianwei Lu Ye Luo 44 97 0 07 Jan 2022
Medical Knowledge-Guided Deep Learning for Imbalanced Medical Image Classification Long Gao Chang Liu Dooman Arefan A. Panigrahy M. Zuley Shandong Wu VLM 37 2 0 20 Nov 2021
ChessMix: Spatial Context Data Augmentation for Remote Sensing Semantic Segmentation M. B. Pereira J. A. dos Santos 20 8 0 26 Aug 2021
Magnification-independent Histopathological Image Classification with Similarity-based Multi-scale Embeddings Yibao Sun Xingru Huang Yaqi Wang Huiyu Zhou Qianni Zhang 27 4 0 02 Jul 2021
Semantic Segmentation with Labeling Uncertainty and Class Imbalance P. O. Bressan J. M. Junior J. Martins D. Gonçalves Daniel Matte Freitas ... J. Silva Zhipeng Luo Jonathan Li R. García W. Gonçalves UQCV SSeg 36 38 0 08 Feb 2021
Deep Learning Based Brain Tumor Segmentation: A Survey Zhihua Liu Lei Tong Zheheng Jiang Long Chen Feixiang Zhou Qianni Zhang Xiangrong Zhang Ling Li Huiyu Zhou 3DV 36 229 0 18 Jul 2020
Remix: Rebalanced Mixup Hsin-Ping Chou Shih-Chieh Chang Jia-Yu Pan Wei Wei Da-Cheng Juan 46 233 0 08 Jul 2020
EfficientPS: Efficient Panoptic Segmentation Rohit Mohan Abhinav Valada 39 232 0 05 Apr 2020
Strip Pooling: Rethinking Spatial Pooling for Scene Parsing Qibin Hou Li Zhang Ming-Ming Cheng Jiashi Feng SSeg 3DPC 49 502 0 30 Mar 2020
Deep Semantic Parsing of Freehand Sketches with Homogeneous Transformation, Soft-Weighted Loss, and Staged Learning Ying Zheng Huanjin Yao Xiaoshuai Sun 32 6 0 14 Oct 2019
I Bet You Are Wrong: Gambling Adversarial Networks for Structured Semantic Segmentation Laurens Samson Nanne van Noord Olaf Booij M. Hofmann E. Gavves Mohsen Ghafoorian GAN 30 14 0 07 Aug 2019
Seamless Scene Segmentation Lorenzo Porzi Samuel Rota Buló Aleksander Colovic Peter Kontschieder SSeg 34 208 0 03 May 2019
Deep Neural Network Based Hyperspectral Pixel Classification With Factorized Spectral-Spatial Feature Representation Jingzhou Chen Siyu Chen Peilin Zhou Y. Qian 31 11 0 16 Apr 2019
Generative Adversarial Minority Oversampling S. S. Mullick Shounak Datta Swagatam Das 31 174 0 22 Mar 2019
PEA265: Perceptual Assessment of Video Compression Artifacts Liqun Lin Shiqi Yu Tiesong Zhao Zhou Wang 36 26 0 01 Mar 2019
DeeperLab: Single-Shot Image Parser Tien-Ju Yang Maxwell D. Collins Yukun Zhu Jyh-Jing Hwang Ting Liu Xiao Zhang Vivienne Sze George Papandreou Liang-Chieh Chen SSeg VLM 48 190 0 13 Feb 2019
Online Multi-Object Tracking with Dual Matching Attention Networks Ji Zhu Hua Yang Nian Liu Minyoung Kim Wenjun Zhang Ming-Hsuan Yang VOT 40 347 0 02 Feb 2019
Feature Pyramid and Hierarchical Boosting Network for Pavement Crack Detection Fan Yang Lei Zhang Sijia Yu Danil Prokhorov Xue Mei Haibin Ling 29 700 0 18 Jan 2019
Learning To Simulate Nataniel Ruiz S. Schulter Manmohan Chandraker 37 119 0 05 Oct 2018
MoE-SPNet: A Mixture-of-Experts Scene Parsing Network Huan Fu Biwei Huang Chaohui Wang Dacheng Tao MoE 33 18 0 19 Jun 2018
Deep Imbalanced Learning for Face Recognition and Attribute Prediction Chen Huang Yining Li Chen Change Loy Xiaoou Tang CVBM 21 310 0 01 Jun 2018
VITAL: VIsual Tracking via Adversarial Learning Yibing Song Chao Ma Xiaohe Wu Lijun Gong Linchao Bao W. Zuo Chunhua Shen Rynson W. H. Lau Ming-Hsuan Yang GAN AAML 76 503 0 12 Apr 2018
Focal Loss Dense Detector for Vehicle Surveillance Xiaoliang Wang Peng Cheng Xinchuan Liu Benedict Uzochukwu ObjD 26 21 0 03 Mar 2018
PixelNet: Towards a General Pixel-level Architecture Aayush Bansal Xinlei Chen Bryan C. Russell Abhinav Gupta Deva Ramanan SSeg 221 58 0 21 Sep 2016
Laplacian Pyramid Reconstruction and Refinement for Semantic Segmentation Golnaz Ghiasi Charless C. Fowlkes SSeg 33 49 0 08 May 2016