Looking beyond single images for contrastive semantic segmentation learning

Looking beyond single images for contrastive semantic segmentation learning

We present an approach to contrastive representation learning for semantic segmentation. Our approach leverages the representational power of existing feature extractors to find corresponding regions across images. These cross-image correspondences are used as auxiliary labels to guide the pixel-lev...

Bibliográfalaš dieđut
Váldodahkkit:	Zhang, F, Torr, P, Ranftl, R, Richter, S
Materiálatiipa:	Conference item
Giella:	English
Almmustuhtton:	Neural Information Processing Systems Foundation 2021

Geahča maid

Open vocabulary semantic segmentation with Patch Aligned Contrastive Learning
Dahkki: Mukhoti, J, et al.
Almmustuhtton: (2023)

Scalable cascade inference for semantic image segmentation
Dahkki: Sturgess, P, et al.
Almmustuhtton: (2012)

Dense semantic image segmentation with objects and attributes
Dahkki: Zheng, S, et al.
Almmustuhtton: (2014)

Pyramid Context Contrast for Semantic Segmentation
Dahkki: Yuzhong Chen, et al.
Almmustuhtton: (2019-01-01)

Highly Contrast Image Correction for Dim Boundary Separation of Image Semantic Segmentation
Dahkki: Jinyeob Choi, et al.
Almmustuhtton: (2021-01-01)

Feature Pyramid U-Net with Attention for Semantic Segmentation of Forward-Looking Sonar Images
Dahkki: Dongdong Zhao, et al.
Almmustuhtton: (2022-11-01)

Reliability in semantic segmentation: are we on the right track?
Dahkki: De Jorge, P, et al.
Almmustuhtton: (2023)

On the robustness of semantic segmentation models to adversarial attacks
Dahkki: Arnab, A, et al.
Almmustuhtton: (2018)

Semantics-aware dynamic localization and refinement for referring image segmentation
Dahkki: Yang, Z, et al.
Almmustuhtton: (2023)

Deep FusionNet for point cloud semantic segmentation
Dahkki: Zhang, F, et al.
Almmustuhtton: (2020)

Distilling base-and-meta network with contrastive learning for few-shot semantic segmentation
Dahkki: Xinyue Chen, et al.
Almmustuhtton: (2023-11-01)

Robust Multi-modal Remote Sensing Image Semantic Segmentation Using Tuple Perturbation-based Contrastive Learning
Dahkki: J. Dai, et al.
Almmustuhtton: (2024-11-01)

On the robustness of semantic segmentation models to adversarial attacks
Dahkki: Arnab, A, et al.
Almmustuhtton: (2019)

Dual graph convolutional network for semantic segmentation
Dahkki: Zhang, L, et al.
Almmustuhtton: (2019)

SemanticPaint: interactive segmentation and learning of 3D world
Dahkki: Valentin, J, et al.
Almmustuhtton: (2015)

Semantic image segmentation
Dahkki: Manikkath, Bharat
Almmustuhtton: (2024)

Semantic image segmentation
Dahkki: Melia, Selvira Junita
Almmustuhtton: (2023)

RiSSNet: Contrastive Learning Network with a Relaxed Identity Sampling Strategy for Remote Sensing Image Semantic Segmentation
Dahkki: Haifeng Li, et al.
Almmustuhtton: (2023-07-01)

Contrastive learning-based knowledge distillation for RGB-thermal urban scene semantic segmentation
Dahkki: Guo, Xiaodong, et al.
Almmustuhtton: (2024)

Large-scale unsupervised semantic segmentation
Dahkki: Gao, S, et al.
Almmustuhtton: (2022)

HOW FAR SHOULD I LOOK? A NEURAL ARCHITECTURE SEARCH STRATEGY FOR SEMANTIC SEGMENTATION OF REMOTE SENSING IMAGES
Dahkki: M. C. M. de Paulo, et al.
Almmustuhtton: (2022-05-01)

Finding the semantic similarity in single-particle diffraction images using self-supervised contrastive projection learning
Dahkki: Julian Zimmermann, et al.
Almmustuhtton: (2023-02-01)

Birds eye view look-up table estimation with semantic segmentation
Dahkki: Lee, Dongkyu, et al.
Almmustuhtton: (2022)

Birds Eye View Look-Up Table Estimation with Semantic Segmentation
Dahkki: Dongkyu Lee, et al.
Almmustuhtton: (2021-08-01)

Active Reinforcement Learning for the Semantic Segmentation of Urban Images
Dahkki: Mahya Jodeiri Rad, et al.
Almmustuhtton: (2024-12-01)

MEDICAL IMAGE ANALYSIS WITH SEMANTIC SEGMENTATION AND ACTIVE LEARNING
Dahkki: Charles Isah SAIDU, et al.
Almmustuhtton: (2019-06-01)

Pseudolabel guided pixels contrast for domain adaptive semantic segmentation
Dahkki: Jianzi Xiang, et al.
Almmustuhtton: (2024-12-01)

DEEP LEARNING FOR SEMANTIC SEGMENTATION OF CORAL IMAGES IN UNDERWATER PHOTOGRAMMETRY
Dahkki: H. Zhang, et al.
Almmustuhtton: (2022-05-01)

Learning Ordinality in Semantic Segmentation
Dahkki: Ricardo P. M. Cruz, et al.
Almmustuhtton: (2025-01-01)

Applying self-supervised learning for semantic cloud segmentation of all-sky images
Dahkki: Y. Fabel, et al.
Almmustuhtton: (2022-02-01)

Finding a model for contrastive lexical semantics: A look at verbal communication verbs
Dahkki: Åke Viberg
Almmustuhtton: (2017-12-01)

SEMANTIC SEGMENTATION OF BUILDING IN AIRBORNE IMAGES
Dahkki: S. Huang, et al.
Almmustuhtton: (2019-06-01)

Semantic image segmentation and cosegmentation
Dahkki: Zhu, Hongyuan
Almmustuhtton: (2015)

Semantic image segmentation and evaluation
Dahkki: Li, Hui
Almmustuhtton: (2015)

Discovering class-specific pixels for weakly-supervised semantic segmentation
Dahkki: Chaudhry, A, et al.
Almmustuhtton: (2017)

Automating an Encoder–Decoder Incorporated Ensemble Model: Semantic Segmentation Workflow on Low-Contrast Underwater Images
Dahkki: Jale Bektaş
Almmustuhtton: (2024-12-01)

Development of Coral Investigation System Based on Semantic Segmentation of Single-Channel Images
Dahkki: Hong Song, et al.
Almmustuhtton: (2021-03-01)

SemanticPaint: interactive segmentation and learning of 3D worlds
Dahkki: Golodetz, S, et al.
Almmustuhtton: (2015)

Multi-Task Learning of Relative Height Estimation and Semantic Segmentation from Single Airborne RGB Images
Dahkki: Min Lu, et al.
Almmustuhtton: (2022-07-01)

A survey of image semantic segmentation algorithms based on deep learning
Dahkki: Wang Yu, et al.
Almmustuhtton: (2019-06-01)