content type videopublished July 20, 2023
research area Speech and Natural Language Processing

NLU Workshop Talk: Model-Aided Human Annotation at Scale

AuthorsHadas Kotek

Related readings and updates.

Faster Retrieval for Better, More Efficient RAG

November 5, 2026conference NeurIPS

Maximum inner product search (MIPS) sits at the core of recommendation systems, search, and retrieval-augmented generation (RAG). Given a query vector, MIPS systems search within a database of millions of candidate key vectors for the one that best matches the query. The original data point associated with that best-matching key is then used to handle the query: in RAG, the document that is best suited to answer the question is typically prefixed…

Read more

GHARP: Real-Time Gaussian Head Animation from Large-Scale Reconstruction Prior

October 26, 2026research area Computer Visionconference Asian Conference on Computer Vision (ACCV)

We present GHARP (Real-time Gaussian Head Animation from Large-scale Reconstruction Prior), a method that animates 3D human heads in real time from a few input images of a subject and a driving expression signal. We decouple the problem into an identity stage that builds a representation of the subject’s geometry and appearance offline, and an animation stage that predicts expression-dependent residuals on top of it at runtime. This separation…

Read more