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Probabilistic image-based joint embedding predictive architecture

delete2026-07-07
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OA
AI
L
Lazaros Gogos *
D
Dimitrios Katsikas
N
Nikolaos Passalis
A
Anastasios Tefas
DOI:10.1016/j.patrec.2026.07.005delete
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Abstract

Abstract

En 中文
• Proposed probabilistic approach optimizes the Joint Embedding Predictive Architecture. • Alignment of target and predicted probability distributions. • Improved performance in transfer learning and downstream tasks.
Keywords:
Computer vision
Self-Supervised learning
Representation learning

Journal

Pattern Recognition Letters cover
Pattern Recognition Letters
IF:
3.3
Papers:
7.9K
Citations:
1.6W

Organization

No organization information available
Cited Papers

Cited Papers

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