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View article: Towards Effective Human-in-the-Loop Assistive AI Agents
Towards Effective Human-in-the-Loop Assistive AI Agents Open
Effective human-AI collaboration for physical task completion has significant potential in both everyday activities and professional domains. AI agents equipped with informative guidance can enhance human performance, but evaluating such c…
View article: Towards Consistent Long-Term Pose Generation
Towards Consistent Long-Term Pose Generation Open
Current approaches to pose generation rely heavily on intermediate representations, either through two-stage pipelines with quantization or autoregressive models that accumulate errors during inference. This fundamental limitation leads to…
View article: VITRO: Vocabulary Inversion for Time-series Representation Optimization
VITRO: Vocabulary Inversion for Time-series Representation Optimization Open
Although LLMs have demonstrated remarkable capabilities in processing and generating textual data, their pre-trained vocabularies are ill-suited for capturing the nuanced temporal dynamics and patterns inherent in time series. The discrete…