WAVECLIP: Wavelet Tokenization for Adaptive-Resolution CLIP

Moshe Kimhi, Erez Koifman, Ehud Rivlin +2

We introduce WAVECLIP, a single unified model for adaptive resolution inference in CLIP, enabled by wavelet-based tokenization. WAVECLIP replaces standard patch embeddings with a m…