Pyramid dynamic inference: encouraging faster inference via early exit boosting

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Rapid fire detection with early exiting

G Vincent, L Desantis, E Patten… - … Conference on Image …, 2023 - Springer
Efficient and effective fire detection has proven critical and if not achieved it can pose
significant ecological and economic challenges. By introducing early exits into fire video …
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Sample-Adaptive Classification Inference Network

J Yang, G Zhou, R Wang, L Xue - Neural Processing Letters, 2024 - Springer
Existing pre-trained models have yielded promising results in terms of computational time
reduction. However, these models only focus on pruning simple sentences or less salient …
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