Masked γ-SSL: learning uncertainty estimation via masked image modeling

Masked γ-SSL: learning uncertainty estimation via masked image modeling

This work proposes a semantic segmentation network that produces high-quality uncertainty estimates in a single forward pass. We exploit general representations from foundation models and unlabelled datasets through a Masked Image Modeling (MIM) approach, which is robust to augmentation hyper-parame...

Полное описание

Библиографические подробности
Главные авторы:	Williams, DSW, Gadd, M, Newman, P, De Martini, D
Формат:	Conference item
Язык:	English
Опубликовано:	IEEE 2024

Схожие документы

Mitigating distributional shift in semantic segmentation via uncertainty estimation from unlabeled data
по: Williams, DSW, и др.
Опубликовано: (2024)

Fool me once: robust selective segmentation via out-of-distribution detection with contrastive learning
по: Williams, DSW, и др.
Опубликовано: (2021)

Visual masking estimation based on structural uncertainty
по: Lin, Weisi, и др.
Опубликовано: (2013)

To exploit uncertainty masking for adaptive image rendering
по: Dong, Lu, и др.
Опубликовано: (2013)

Toward accurate hand mesh estimation via masked image modeling
по: Yanli Li, и др.
Опубликовано: (2025-01-01)

Fast Supervised Annotation and Active Learning with Uncertainty for Cloud Mask Dataset Generation
по: Williams, Christien Spencer
Опубликовано: (2022)

Generalizable stereo depth estimation with masked image modelling
по: Samyakh Tukra, и др.
Опубликовано: (2024-04-01)

Antibiotics for asthma attacks: masking uncertainty
по: Ramakrishnan, S, и др.
Опубликовано: (2021)

Masked Modeling-Based Ultrasound Image Classification via Self-Supervised Learning
по: Kele Xu, и др.
Опубликовано: (2024-01-01)

Masks and mask-dance dramas
Опубликовано: (1995)

A novel DeepMaskNet model for face mask detection and masked facial recognition
по: Naeem Ullah, и др.
Опубликовано: (2022-11-01)

Rapid-Learning Collaborative Pushing and Grasping via Deep Reinforcement Learning and Image Masking
по: Chih-Yung Huang, и др.
Опубликовано: (2024-10-01)

Organocatalytic Synthesis of γ-Amino Acid Precursors via Masked Acetaldehyde under Micellar Catalysis
по: Maria Edith Casacchia, и др.
Опубликовано: (2023-01-01)

Face mask wearing image dataset: A comprehensive benchmark for image-based face mask detection models
по: Yogesh Suryawanshi, и др.
Опубликовано: (2023-12-01)

Prediction of Masked Hypertension and Masked Uncontrolled Hypertension Using Machine Learning
по: Ming-Hui Hung, и др.
Опубликовано: (2021-11-01)

Facial mask masking tardive dyskinesia
по: I. Ganhao
Опубликовано: (2021-04-01)

HistoSSL: Self-Supervised Representation Learning for Classifying Histopathology Images
по: Xu Jin, и др.
Опубликовано: (2022-12-01)

Performance of analysis of SSL
по: Bao, Weijie
Опубликовано: (2008)

To mask or not to mask: Modeling the potential for face mask use by the general public to curtail the COVID-19 pandemic
по: Steffen E. Eikenberry, и др.
Опубликовано: (2020-01-01)

Classification of masked image data.
по: Kamila Lis, и др.
Опубликовано: (2021-01-01)

Mask Optimization for Image Inpainting
по: Mariko Isogawa, и др.
Опубликовано: (2018-01-01)

Design and development of multilayer cotton masks via machine learning
по: Y. Leow, и др.
Опубликовано: (2021-12-01)

Estimating the filtration efficacy of cloth masks
по: Mao, Xinyu, и др.
Опубликовано: (2022)

Masks
по: Gloria Lizeth Barón Ruiz
Опубликовано: (2020-10-01)

Masking or blinding? Blinding is better than masking
по: Schulz, K, и др.
Опубликовано: (2007)

Automated mask aligner for multilevel mask exposures
по: Owens, Anthony L. (Anthony LeRoy)
Опубликовано: (2018)

Theatre and Power: Social Masks and Carnival Masks
по: Vidmantas Silyunas
Опубликовано: (2017-12-01)

Improving masked communication: the case for transparent masks
по: Sarah D. McCrackin, и др.
Опубликовано: (2024-06-01)

To mask or not to mask: Debunking the myths of mask-wearing during COVID-19 across cultures.
по: Rong Chen, и др.
Опубликовано: (2022-01-01)

To mask or not to mask: Debunking the myths of mask-wearing during COVID-19 across cultures
по: Rong Chen, и др.
Опубликовано: (2022-01-01)

Masked Face Analysis via Multi-Task Deep Learning
по: Vatsa S. Patel, и др.
Опубликовано: (2021-10-01)

Keep Your Mask On: The Benefits of Masking for Behavior and the Contributions of Aging and Disease on Dysfunctional Masking Pathways
по: Andrew J. Gall, и др.
Опубликовано: (2022-08-01)

#MaskOn! #MaskOff! Digital polarization of mask-wearing in the United States during COVID-19.
по: Jun Lang, и др.
Опубликовано: (2021-01-01)

SSL and TLS : theory and practice /
по: 334647 Oppliger, Rolf
Опубликовано: (2009)

Network security with OpenSSL /
по: 322640 Viega, John, и др.
Опубликовано: (2002)

PROTOCOLO DE SEGURIDAD SSL
по: Liusbetty Canino Gutiérrez, и др.
Опубликовано: (2006-12-01)

Beauty and the Mask
по: Viren Patel, BS, и др.
Опубликовано: (2020-08-01)

Indiscernibility Mask Key for Image Steganography
по: Piotr Artiemjew, и др.
Опубликовано: (2020-05-01)

Mask Detection Using Image Processing
по: Alvin Gusti Prabowo, и др.
Опубликовано: (2023-06-01)

MaDis-Stereo: Enhanced Stereo Matching via Distilled Masked Image Modeling
по: Jihye Ahn, и др.
Опубликовано: (2025-01-01)