Period-LLM improves multimodal LLM performance on periodic tasks such as repetition counting and heart-rate estimation via easy-to-hard curriculum training and a channel-gradient weighting strategy.
Counting out time: Class agnostic video repetition counting in the wild
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Period-LLM: Extending the Periodic Capability of Multimodal Large Language Model
Period-LLM improves multimodal LLM performance on periodic tasks such as repetition counting and heart-rate estimation via easy-to-hard curriculum training and a channel-gradient weighting strategy.