Publications

Fabian Byléhn
2024
Novel Approach to Visual Representation Learning
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Conference on Computer Vision and Pattern Recognition (CVPR) 2024
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We present a novel approach to learning visual representations through self-supervised training. Our method demonstrates significant improvements over existing approaches, particularly in scenarios with limited labeled data.
2023
Understanding Multi-Modal Learning
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Neural Information Processing Systems (NeurIPS) 2023
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We present a theoretical framework for understanding multi-modal learning systems. Our analysis reveals key insights into the interaction between different modalities.