Solving inefficiency of self-supervised representation learning

Solving inefficiency of self-supervised representation learning

Manylion Llyfryddiaeth
Prif Awduron:	Wang, G, Wang, K, Torr, P, Lin, L
Fformat:	Conference item
Iaith:	English
Cyhoeddwyd:	IEEE 2022

Eitemau Tebyg

Semantic-aware auto-encoders for self-supervised representation learning
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Holistically-attracted wireframe parsing: from supervised to self-supervised learning.
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Self-supervised video representation learning
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Grouped Contrastive Learning of Self-Supervised Sentence Representation
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Self-Supervised Hypergraph Learning for Enhanced Multimodal Representation
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Heuristic Attention Representation Learning for Self-Supervised Pretraining
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Self-supervised representation learning for ultrasound video
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Improving self-supervision in video representation learning
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Deep self-supervised representation learning for free-hand sketch
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Cyhoeddwyd: (2022)

Adversarial masking for self-supervised learning
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Cyhoeddwyd: (2022)

Self-supervised learning for Formosan speech representation and linguistic phylogeny
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Self-supervised video representation learning by uncovering spatio-temporal statistics
gan: Wang, J, et al.
Cyhoeddwyd: (2021)

Learning disentangled representations with semi-supervised deep generative models
gan: Siddharth, N, et al.
Cyhoeddwyd: (2018)

On pretraining data diversity for self-supervised learning
gan: Hammoud, HAAK, et al.
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Self-supervised learning of structural representations of visual objects
gan: Jakab, T
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Self-supervised co-training for video representation learning
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Cyhoeddwyd: (2020)

Self-Supervised Representation Learning for Document Image Classification
gan: Shoaib Ahmed Siddiqui, et al.
Cyhoeddwyd: (2021-01-01)

Anomalies, representations, and self-supervision
gan: Barry M. Dillon, Luigi Favaro, Friedrich Feiden, Tanmoy Modak, Tilman Plehn
Cyhoeddwyd: (2024-08-01)

Self-supervised contrastive video-speech representation learning for ultrasound
gan: Jiao, J, et al.
Cyhoeddwyd: (2020)

Siamese Network Based Multiscale Self-Supervised Heterogeneous Graph Representation Learning
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Comparing Learning Methodologies for Self-Supervised Audio-Visual Representation Learning
gan: Hacene Terbouche, et al.
Cyhoeddwyd: (2022-01-01)

Applying Self-Supervised Representation Learning for Emotion Recognition Using Physiological Signals
gan: Kevin G. Montero Quispe, et al.
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Exploring self-supervised learning biases for microscopy image representation
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Self-Supervised Representation Learning for Basecalling Nanopore Sequencing Data
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AtmoDist: Self-supervised representation learning for atmospheric dynamics
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ViewMix: Augmentation for Robust Representation in Self-Supervised Learning
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Self-Supervised Visual Representation Learning via Residual Momentum
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Self-supervised audiovisual representation learning for remote sensing data
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Self-supervised multi-task representation learning for sequential medical images
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Learning self-supervised molecular representations for drug–drug interaction prediction
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HistoSSL: Self-Supervised Representation Learning for Classifying Histopathology Images
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In-Domain Supervised and Contrastive Self-Supervised Representation Learning for Dense Prediction Problems in Remote Sensing Imageries
gan: Ali Ghanbarzadeh, et al.
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Decoupling Anomaly Discrimination and Representation Learning: Self-supervised Learning for Anomaly Detection on Attributed Graph
gan: YanMing Hu, et al.
Cyhoeddwyd: (2024-05-01)

Self-supervised in-domain representation learning for remote sensing image scene classification
gan: Ali Ghanbarzadeh, et al.
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Representation Synthesis by Probabilistic Many-Valued Logic Operation in Self-Supervised Learning
gan: Hiroki Nakamura, et al.
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Understanding Self-Supervised Learning of Speech Representation via Invariance and Redundancy Reduction
gan: Yusuf Brima, et al.
Cyhoeddwyd: (2024-02-01)

Contrastive self-supervised representation learning framework for metal surface defect detection
gan: Mahe Zabin, et al.
Cyhoeddwyd: (2023-09-01)

Spectral Salt-and-Pepper Patch Masking for Self-Supervised Speech Representation Learning
gan: June-Woo Kim, et al.
Cyhoeddwyd: (2023-08-01)

Self-Supervised Action Representation Learning Based on Asymmetric Skeleton Data Augmentation
gan: Hualing Zhou, et al.
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Self-Supervised Representation Learning for Geographical Data—A Systematic Literature Review
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