Search Results for author: Griffin Floto

Found 5 papers, 2 papers with code

Diffusion on the Probability Simplex

no code implementations5 Sep 2023 Griffin Floto, Thorsteinn Jonsson, Mihai Nica, Scott Sanner, Eric Zhengyu Zhu

However, the desired continuous nature of the noising process can be at odds with discrete data.

Image Generation

Bayesian Knowledge-driven Critiquing with Indirect Evidence

no code implementations9 Jun 2023 Armin Toroghi, Griffin Floto, Zhenwei Tang, Scott Sanner

This work enables a new paradigm for using rich knowledge content and reasoning over indirect evidence as a mechanism for critiquing interactions with CRS.

Bayesian Inference Knowledge Graphs +1

LogicRec: Recommendation with Users' Logical Requirements

1 code implementation23 Apr 2023 Zhenwei Tang, Griffin Floto, Armin Toroghi, Shichao Pei, Xiangliang Zhang, Scott Sanner

In this work, we formulate the problem of recommendation with users' logical requirements (LogicRec) and construct benchmark datasets for LogicRec.

Knowledge Graphs Recommendation Systems +1

The Exponentially Tilted Gaussian Prior for Variational Autoencoders

1 code implementation30 Nov 2021 Griffin Floto, Stefan Kremer, Mihai Nica

An important property for deep neural networks is the ability to perform robust out-of-distribution detection on previously unseen data.

Out-of-Distribution Detection

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