Tejas Srinivasan (@_tejas_s_) 's Twitter Profile
Tejas Srinivasan

@_tejas_s_

PhD student at @USCViterbi @CSatUSC. Previously research intern @allen_ai. Interested in language grounding and all things multimodal.

ID: 140491831

linkhttp://tejas1995.github.io calendar_today05-05-2010 16:43:07

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Tejas Srinivasan (@_tejas_s_) 's Twitter Profile Photo
Tejas Srinivasan
@_tejas_s_

8 months ago

When vision-language models are uncertain about their answers, abstaining (“I don’t know”) enhances system reliability, but at the cost of utility. We introduce ReCoVERR (arxiv.org/abs/2402.15610) to mitigate over-abstention in VLM systems without sacrificing prediction accuracy.

When vision-language models are uncertain about their answers, abstaining (“I don’t know”) enhances system reliability, but at the cost of utility. We introduce ReCoVERR (arxiv.org/abs/2402.15610) to mitigate over-abstention in VLM systems without sacrificing prediction accuracy.