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LookThere! Sparse Vision by Reinforced Selection

Rammohan, Sreehari et al.
arXiv (All) · Papers
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computer-vision-and-pattern-recognitionmachine-learning
Vision transformers typically treat every image token as equally important, yet for most tasks in computer vision only a fraction are needed. Adaptive computation methods accelerate inference by choosing which tokens to process, but existing methods struggle at extreme sparsity and require heuristic
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