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ViLCo-Bench: VIdeo Language COntinual learning Benchmark Tianqi Tang

Neural Information Processing Systems

For what purpose was the dataset created? To address this, we propose ViLCo-Bench. Who created the dataset(e.g., which team, research group) and on behalf of which Who funded the creation of the dataset? What do the instances that comprise the dataset represent (e.g., documents, photos, What data does each instance consist of? Is there a label or target associated with each instance?






Continual Learning with Global Alignment

Neural Information Processing Systems

Specifically, we learn the data representation as a task-specific composition of pre-trained token representations shared across all tasks. Then the correlations between different tasks' data representations are grounded