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Pulkit Madan

2 accepted papers

2024

Look, Remember and Reason: Grounded Reasoning in Videos with Language Models

ICLR 2024poster

Multi-modal language models (LM) have recently shown promising performance in high-level reasoning tasks on videos. However, existing methods still fall short in tasks like causal or compositional spatiotemporal reasoning over actions, in which model predictions need to be grounded in fine-grained…

Cited by 18SourcePDFScholar
2024

What to Say and When to Say it: Live Fitness Coaching as a Testbed for Situated Interaction

NeurIPS 2024poster

Vision-language models have shown impressive progress in recent years. However, existing models are largely limited to turn-based interactions, where each turn must be stepped (i.e., prompted) by the user. Open-ended, asynchronous interactions, where an AI model may proactively deliver timely respon…