🔬 Phase 46.1 Show & Tell: ContrastiveLearner — SimCLR, MoCo, BYOL, Barlow Twins, VICReg

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ContrastiveLearner — Show & Tell

Share implementations, experiments, and results for the ContrastiveLearner component (Issue #905).

Topics

• SimCLR NT-Xent loss implementations and training curves
• MoCo momentum encoder queue dynamics
• BYOL convergence analysis without negative pairs
• Barlow Twins cross-correlation matrix visualizations
• VICReg variance/invariance/covariance term balance
• Multi-view generation pipeline results
• Comparison benchmarks across methods

Discussion Prompts

• Which contrastive method works best for your domain?
• How does batch size affect SimCLR vs. BYOL?
• What temperature values work best for NT-Xent loss?
• Share your training curves and representation t-SNE plots!