Search Results for author: Amar Saini

Found 4 papers, 2 papers with code

Seeing Objects in a Cluttered World: Computational Objectness from Motion in Video

no code implementations2 Feb 2024 Douglas Poland, Amar Saini

Perception of the visually disjoint surfaces of our cluttered world as whole objects, physically distinct from those overlapping them, is a cognitive phenomenon called objectness that forms the basis of our visual perception.

Object

Scientific Computing Algorithms to Learn Enhanced Scalable Surrogates for Mesh Physics

2 code implementations1 Apr 2023 Brian R. Bartoldson, Yeping Hu, Amar Saini, Jose Cadena, Yucheng Fu, Jie Bao, Zhijie Xu, Brenda Ng, Phan Nguyen

With this, we were able to train MGN on meshes with \textit{millions} of nodes to generate computational fluid dynamics (CFD) simulations.

Numerical Integration

Detect, Retrieve, Comprehend: A Flexible Framework for Zero-Shot Document-Level Question Answering

no code implementations4 Oct 2022 Tavish McDonald, Brian Tsan, Amar Saini, Juanita Ordonez, Luis Gutierrez, Phan Nguyen, Blake Mason, Brenda Ng

However, data curation for document QA is uniquely challenging because the context (i. e. answer evidence passage) needs to be retrieved from potentially long, ill-formatted documents.

Question Answering Retrieval

PrivateJobMatch: A Privacy-Oriented Deferred Multi-Match Recommender System for Stable Employment

1 code implementation11 May 2019 Amar Saini

Coordination failure reduces match quality among employers and candidates in the job market, resulting in a large number of unfilled positions and/or unstable, short-term employment.

Recommendation Systems

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