Jun Zhou

Listen and Count: Expanding the Frontier of Zero-shot Object Counting to Sound-centric Counting

While class-agnostic object counting has recently evolved from image-exemplar to language-guided paradigms, existing methods are limited by text polysemy and the lack of prompts in audio-sensing scenarios. To overcome these challenges, we introduce a sound-centric counting paradigm, enabling models to "listen and count...