10 citations · 12 across the 4 of their papers we have counts for
4 papers
Operationalizing Document AI: A Microservice Architecture for OCR and LLM Pipelines in Production
Yao Fehlis, Benjamin Bengfort, Zhangzhang Si +9
Academic research tends to focus on new models for document understanding creating a wide gap in the literature between model definition and running models at production scale. To…
Latent Thought Models with Variational Bayes Inference-Time Computation
Deqian Kong, Minglu Zhao, Dehong Xu +8
We propose a novel class of language models, Latent Thought Models (LTMs), which incorporate explicit latent thought vectors that follow an explicit prior model in latent space. Th…
Serverless Federated Learning with flwr-serverless
Sanjeev V. Namjoshi, Reese Green, Krishi Sharma +1
Federated learning is becoming increasingly relevant and popular as we witness a surge in data collection and storage of personally identifiable information. Alongside these develo…
Learning Active Basis Models by EM-Type Algorithms
Zhangzhang Si, Haifeng Gong, Song-Chun Zhu +1
EM algorithm is a convenient tool for maximum likelihood model fitting when the data are incomplete or when there are latent variables or hidden states. In this review article we e…