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Generalised Dice overlap as a deep learning loss function for highly
  unbalanced segmentations

Generalised Dice overlap as a deep learning loss function for highly unbalanced segmentations

11 July 2017
Carole H Sudre
Wenqi Li
Tom Kamiel Magda Vercauteren
Sébastien Ourselin
M. Jorge Cardoso
    SSeg
ArXivPDFHTML

Papers citing "Generalised Dice overlap as a deep learning loss function for highly unbalanced segmentations"

50 / 609 papers shown
Title
PRS-Med: Position Reasoning Segmentation with Vision-Language Model in Medical Imaging
PRS-Med: Position Reasoning Segmentation with Vision-Language Model in Medical Imaging
Quoc-Huy Trinh
Minh-Van Nguyen
Jung Peng
Ulas Bagci
Debesh Jha
12
0
0
23 May 2025
Rethinking the Mean Teacher Strategy from the Perspective of Self-paced Learning
Rethinking the Mean Teacher Strategy from the Perspective of Self-paced Learning
Pengchen Zhang
Alan J.X. Guo
Sipin Luo
Zhe Han
Lin Guo
32
0
0
16 May 2025
A Large-scale Benchmark on Geological Fault Delineation Models: Domain Shift, Training Dynamics, Generalizability, Evaluation and Inferential Behavior
A Large-scale Benchmark on Geological Fault Delineation Models: Domain Shift, Training Dynamics, Generalizability, Evaluation and Inferential Behavior
Jorge Quesada
Chen Zhou
Prithwijit Chowdhury
Mohammad Alotaibi
Ahmad Mustafa
Yusufjon Kumamnov
Mohit Prabhushankar
Ghassan AlRegib
AI4CE
39
0
0
13 May 2025
ExEBench: Benchmarking Foundation Models on Extreme Earth Events
ExEBench: Benchmarking Foundation Models on Extreme Earth Events
Shan Zhao
Zhitong Xiong
Jie Zhao
Xiao Xiang Zhu
40
0
0
13 May 2025
MultiTaskVIF: Segmentation-oriented visible and infrared image fusion via multi-task learning
MultiTaskVIF: Segmentation-oriented visible and infrared image fusion via multi-task learning
Zixian Zhao
Andrew Howes
Xingchen Zhang
26
0
0
10 May 2025
Prompt to Polyp: Medical Text-Conditioned Image Synthesis with Diffusion Models
Prompt to Polyp: Medical Text-Conditioned Image Synthesis with Diffusion Models
Mikhail Chaichuk
Sushant Gautam
Steven A. Hicks
Elena Tutubalina
DiffM
MedIm
55
0
0
08 May 2025
PlaceIt3D: Language-Guided Object Placement in Real 3D Scenes
PlaceIt3D: Language-Guided Object Placement in Real 3D Scenes
Ahmed Abdelreheem
Filippo Aleotti
Jamie Watson
Z. Qureshi
Abdelrahman Eldesokey
Peter Wonka
Gabriel J. Brostow
Sara Vicente
Guillermo Garcia-Hernando
DiffM
59
0
0
08 May 2025
From Sleep Staging to Spindle Detection: Evaluating End-to-End Automated Sleep Analysis
From Sleep Staging to Spindle Detection: Evaluating End-to-End Automated Sleep Analysis
Niklas Grieger
S. Mehrkanoon
P. Ritter
Stephan Bialonski
34
0
0
08 May 2025
Feature-Augmented Deep Networks for Multiscale Building Segmentation in High-Resolution UAV and Satellite Imagery
Feature-Augmented Deep Networks for Multiscale Building Segmentation in High-Resolution UAV and Satellite Imagery
Chintan B. Maniyar
Minakshi Kumar
Gengchen Mai
51
0
0
08 May 2025
Very High-Resolution Forest Mapping with TanDEM-X InSAR Data and Self-Supervised Learning
Very High-Resolution Forest Mapping with TanDEM-X InSAR Data and Self-Supervised Learning
José-Luis Bueso-Bello
Benjamin Chauvel
Daniel Carcereri
Philipp Posovszky
Pietro Milillo
...
Juan-Carlos Fernández-Diaz
Carolina González
Michele Martone
Ronny Hänsch
Paola Rizzoli
29
0
0
06 May 2025
CaRaFFusion: Improving 2D Semantic Segmentation with Camera-Radar Point Cloud Fusion and Zero-Shot Image Inpainting
CaRaFFusion: Improving 2D Semantic Segmentation with Camera-Radar Point Cloud Fusion and Zero-Shot Image Inpainting
Huawei Sun
Bora Kunter Sahin
Georg Stettinger
Maximilian Bernhard
Matthias Schubert
Robert Wille
49
0
0
06 May 2025
IntelliCardiac: An Intelligent Platform for Cardiac Image Segmentation and Classification
IntelliCardiac: An Intelligent Platform for Cardiac Image Segmentation and Classification
Ting Yu Tsai
An Yu
Meghana Spurthi Maadugundu
Ishrat Jahan Mohima
Umme Habiba Barsha
Mei-Hwa F. Chen
Balakrishnan Prabhakaran
Ming-Ching Chang
35
0
0
05 May 2025
Enhancing Cell Counting through MLOps: A Structured Approach for Automated Cell Analysis
Enhancing Cell Counting through MLOps: A Structured Approach for Automated Cell Analysis
Matteo Testi
Luca Clissa
Matteo Ballabio
Salvatore Ricciardi
Federico Baldo
Emanuele Frontoni
S. Moccia
Gennario Vessio
74
0
0
28 Apr 2025
SemanticSugarBeets: A Multi-Task Framework and Dataset for Inspecting Harvest and Storage Characteristics of Sugar Beets
SemanticSugarBeets: A Multi-Task Framework and Dataset for Inspecting Harvest and Storage Characteristics of Sugar Beets
Gerardus Croonen
Andreas Trondl
Julia Simon
Daniel Steininger
32
0
0
23 Apr 2025
AffordanceSAM: Segment Anything Once More in Affordance Grounding
AffordanceSAM: Segment Anything Once More in Affordance Grounding
D. Jiang
Mengmeng Wang
Teli Ma
Yiming Li
Yong-Jin Liu
Guang Dai
Lefei Zhang
32
0
0
22 Apr 2025
Occlusion-Ordered Semantic Instance Segmentation
Occlusion-Ordered Semantic Instance Segmentation
Soroosh Baselizadeh
Cheuk-To Yu
O. Veksler
Yuri Boykov
ISeg
3DV
58
0
0
18 Apr 2025
SAR Object Detection with Self-Supervised Pretraining and Curriculum-Aware Sampling
SAR Object Detection with Self-Supervised Pretraining and Curriculum-Aware Sampling
Yasin Almalioglu
Andrzej Kucik
Geoffrey French
Dafni Antotsiou
Alexander Adam
Cedric Archambeau
43
0
0
17 Apr 2025
Crane: Context-Guided Prompt Learning and Attention Refinement for Zero-Shot Anomaly Detections
Crane: Context-Guided Prompt Learning and Attention Refinement for Zero-Shot Anomaly Detections
Alireza Salehi
Mohammadreza Salehi
Reshad Hosseini
Cees G. M. Snoek
Makoto Yamada
Mohammad Sabokrou
VLM
33
0
0
15 Apr 2025
TT3D: Table Tennis 3D Reconstruction
TT3D: Table Tennis 3D Reconstruction
Thomas Gossard
Andreas Ziegler
A. Zell
33
0
0
14 Apr 2025
SemiDAViL: Semi-supervised Domain Adaptation with Vision-Language Guidance for Semantic Segmentation
SemiDAViL: Semi-supervised Domain Adaptation with Vision-Language Guidance for Semantic Segmentation
Hritam Basak
Zhaozheng Yin
VLM
38
0
0
08 Apr 2025
Prior2Former -- Evidential Modeling of Mask Transformers for Assumption-Free Open-World Panoptic Segmentation
Prior2Former -- Evidential Modeling of Mask Transformers for Assumption-Free Open-World Panoptic Segmentation
Sebastian Schmidt
Julius Körner
Dominik Fuchsgruber
Stefano Gasperini
F. Tombari
Stephan Günnemann
26
0
0
07 Apr 2025
Here Comes the Explanation: A Shapley Perspective on Multi-contrast Medical Image Segmentation
Here Comes the Explanation: A Shapley Perspective on Multi-contrast Medical Image Segmentation
Tianyi Ren
Juampablo Heras Rivera
Hitender Oswal
Yutong Pan
Agamdeep Chopra
Jacob Ruzevick
Mehmet Kurt
34
0
0
06 Apr 2025
CALF: A Conditionally Adaptive Loss Function to Mitigate Class-Imbalanced Segmentation
CALF: A Conditionally Adaptive Loss Function to Mitigate Class-Imbalanced Segmentation
Bashir Alam
Masa Cirkovic
Mete Harun Akcay
Md Kaf Shahrier
S. Lafond
Hergys Rexha
Kurt Benke
Sepinoud Azimi
J. Arslan
35
0
0
06 Apr 2025
Federated Self-Supervised Learning for One-Shot Cross-Modal and Cross-Imaging Technique Segmentation
Federated Self-Supervised Learning for One-Shot Cross-Modal and Cross-Imaging Technique Segmentation
Siladittya Manna
Suresh Das
Sayantari Ghosh
Saumik Bhattacharya
FedML
48
0
0
30 Mar 2025
MedSegNet10: A Publicly Accessible Network Repository for Split Federated Medical Image Segmentation
MedSegNet10: A Publicly Accessible Network Repository for Split Federated Medical Image Segmentation
C. Shiranthika
Zahra Hafezi Kafshgari
Hadi Hadizadeh
Parvaneh Saeedi
FedML
47
0
0
26 Mar 2025
Scaling Vision Pre-Training to 4K Resolution
Scaling Vision Pre-Training to 4K Resolution
Baifeng Shi
Boyi Li
Han Cai
Yaojie Lu
Sifei Liu
...
Jan Kautz
Enze Xie
Trevor Darrell
Pavlo Molchanov
Hongxu Yin
CLIP
190
0
0
25 Mar 2025
FFaceNeRF: Few-shot Face Editing in Neural Radiance Fields
FFaceNeRF: Few-shot Face Editing in Neural Radiance Fields
Kwan Yun
Chaelin Kim
Hangyeul Shin
Junyong Noh
CVBM
51
0
0
21 Mar 2025
Enabling Versatile Controls for Video Diffusion Models
Enabling Versatile Controls for Video Diffusion Models
Xu Zhang
Hao Zhou
Haoming Qin
Xiaobin Lu
Jiaxing Yan
Guanzhong Wang
Zeyu Chen
Yi Liu
DiffM
VGen
65
0
0
21 Mar 2025
Attentional Triple-Encoder Network in Spatiospectral Domains for Medical Image Segmentation
Attentional Triple-Encoder Network in Spatiospectral Domains for Medical Image Segmentation
Kristin Qi
Xinhan Di
MedIm
53
0
0
20 Mar 2025
HiMTok: Learning Hierarchical Mask Tokens for Image Segmentation with Large Multimodal Model
HiMTok: Learning Hierarchical Mask Tokens for Image Segmentation with Large Multimodal Model
Tao Wang
Changxu Cheng
Lingfeng Wang
Senda Chen
Wuyue Zhao
VLM
72
0
0
17 Mar 2025
Unveiling the Invisible: Reasoning Complex Occlusions Amodally with AURA
Zhixuan Li
Hyunse Yoon
Sanghoon Lee
Weisi Lin
57
0
0
13 Mar 2025
SCSegamba: Lightweight Structure-Aware Vision Mamba for Crack Segmentation in Structures
SCSegamba: Lightweight Structure-Aware Vision Mamba for Crack Segmentation in Structures
Hui Liu
Chen Jia
Fan Shi
Xu Cheng
Shengyong Chen
Mamba
47
0
0
03 Mar 2025
LIFT-GS: Cross-Scene Render-Supervised Distillation for 3D Language Grounding
LIFT-GS: Cross-Scene Render-Supervised Distillation for 3D Language Grounding
Ang Cao
Sergio Arnaud
Oleksandr Maksymets
Jianing Yang
Ayush Jain
...
Aravind Rajeswaran
Franziska Meier
Justin Johnson
Jeong Joon Park
Alexander Sax
70
0
0
27 Feb 2025
GHOST 2.0: generative high-fidelity one shot transfer of heads
GHOST 2.0: generative high-fidelity one shot transfer of heads
A. Groshev
Anastasiia Iashchenko
Pavel Paramonov
Denis Dimitrov
Andrey Kuznetsov
65
0
0
25 Feb 2025
GS-TransUNet: Integrated 2D Gaussian Splatting and Transformer UNet for Accurate Skin Lesion Analysis
GS-TransUNet: Integrated 2D Gaussian Splatting and Transformer UNet for Accurate Skin Lesion Analysis
Anand Kumar
Kavinder Roghit Kanthen
Josna John
3DGS
43
0
0
23 Feb 2025
CFIRSTNET: Comprehensive Features for Static IR Drop Estimation with Neural Network
CFIRSTNET: Comprehensive Features for Static IR Drop Estimation with Neural Network
Yu-Tung Liu
Yu-Hao Cheng
Shao-Yu Wu
Hung-Ming Chen
68
0
0
13 Feb 2025
Composite Sketch+Text Queries for Retrieving Objects with Elusive Names and Complex Interactions
Composite Sketch+Text Queries for Retrieving Objects with Elusive Names and Complex Interactions
Prajwal Gatti
Kshitij Parikh
Dhriti Prasanna Paul
Manish Gupta
Anand Mishra
118
2
0
12 Feb 2025
No Free Lunch in Annotation either: An objective evaluation of foundation models for streamlining annotation in animal tracking
No Free Lunch in Annotation either: An objective evaluation of foundation models for streamlining annotation in animal tracking
Emil Mededovic
Valdy Laurentius
Yuli Wu
Marcin Kopaczka
Zhu Chen
Mareike Schulz
René Tolba
Johannes Stegmaier
102
1
0
06 Feb 2025
Harmonic Loss Trains Interpretable AI Models
Harmonic Loss Trains Interpretable AI Models
David D. Baek
Ziming Liu
Riya Tyagi
Max Tegmark
97
2
0
03 Feb 2025
EdgeTAM: On-Device Track Anything Model
EdgeTAM: On-Device Track Anything Model
Chong Zhou
Chenchen Zhu
Yunyang Xiong
Saksham Suri
Fanyi Xiao
...
Raghuraman Krishnamoorthi
Bo Dai
Chen Change Loy
Vikas Chandra
Bilge Soran
VLM
67
0
0
13 Jan 2025
Pinwheel-shaped Convolution and Scale-based Dynamic Loss for Infrared
  Small Target Detection
Pinwheel-shaped Convolution and Scale-based Dynamic Loss for Infrared Small Target Detection
Jiangnan Yang
Shuangli Liu
Jingjun Wu
Xinyu Su
Nan Hai
Xueli Huang
75
2
0
22 Dec 2024
MorphiNet: A Graph Subdivision Network for Adaptive Bi-ventricle Surface
  Reconstruction
MorphiNet: A Graph Subdivision Network for Adaptive Bi-ventricle Surface Reconstruction
Yu Deng
Yiyang Xu
Linglong Qian
C. Mauger
Anastasia Nasopoulou
...
D. Newby
Andrew McCulloch
Jeff Omens
Kuberan Pushprajah
Alistair Young
81
0
0
14 Dec 2024
MambaNUT: Nighttime UAV Tracking via Mamba-based Adaptive Curriculum Learning
MambaNUT: Nighttime UAV Tracking via Mamba-based Adaptive Curriculum Learning
You Wu
Xiangyang Yang
Xucheng Wang
Hengzhou Ye
Dan Zeng
Shuiwang Li
Mamba
98
0
0
01 Dec 2024
MGNiceNet: Unified Monocular Geometric Scene Understanding
Markus Schön
Michael Buchholz
Klaus C. J. Dietmayer
3DPC
82
0
0
18 Nov 2024
Heuristical Comparison of Vision Transformers Against Convolutional Neural Networks for Semantic Segmentation on Remote Sensing Imagery
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
MapSAM: Adapting Segment Anything Model for Automated Feature Detection
  in Historical Maps
MapSAM: Adapting Segment Anything Model for Automated Feature Detection in Historical Maps
Xue Xia
Daiwei Zhang
Wenxuan Song
Wei Huang
L. Hurni
AI4TS
VLM
28
0
0
11 Nov 2024
Topology and Intersection-Union Constrained Loss Function for
  Multi-Region Anatomical Segmentation in Ocular Images
Topology and Intersection-Union Constrained Loss Function for Multi-Region Anatomical Segmentation in Ocular Images
Ruiyu Xia
Jianqiang Li
Xi Xu
Guanghui Fu
39
0
0
01 Nov 2024
Towards Population Scale Testis Volume Segmentation in DIXON MRI
Towards Population Scale Testis Volume Segmentation in DIXON MRI
J. Ernsting
Phillip Nikolas Beeken
Lynn Ogoniak
Jacqueline Kockwelp
Tim Hahn
Alexander Siegfried Busch
Benjamin Risse
24
0
0
30 Oct 2024
Enhancing pretraining efficiency for medical image segmentation via
  transferability metrics
Enhancing pretraining efficiency for medical image segmentation via transferability metrics
Gábor Hidy
Bence Bakos
András Lukács
32
1
0
24 Oct 2024
Synth4Seg -- Learning Defect Data Synthesis for Defect Segmentation
  using Bi-level Optimization
Synth4Seg -- Learning Defect Data Synthesis for Defect Segmentation using Bi-level Optimization
Shancong Mou
Raviteja Vemulapalli
Shiyu Li
Yuxuan Liu
C Thomas
...
Haoping Bai
Oncel Tuzel
Ping Huang
Jiulong Shan
Jianjun Shi
42
0
0
24 Oct 2024
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