LookThere! Sparse Vision by Reinforced Selection
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 heuristics that may not gener...
Sreehari Rammohan, Yousef Yassin, A. Fuller et al.
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