Walter J. Scheirer | DeepAI

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Zhangyang Wang
245 publications
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36 publications
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35 publications
Kevin W. Bowyer
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Hwann-Tzong Chen
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Terrance E. Boult
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Kevin Bowyer
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∙ 08/07/2023

HomOpt: A Homotopy-Based Hyperparameter Optimization Method

Machine learning has achieved remarkable success over the past couple of...

0 Sophia J. Abraham, et al. ∙

∙ 04/19/2023

On the Effectiveness of Image Manipulation Detection in the Age of Social Media

Image manipulation detection algorithms designed to identify local anoma...

0 Rosaura G. VidalMata, et al. ∙

∙ 12/23/2022

Human Activity Recognition in an Open World

Managing novelty in perception-based human activity recognition (HAR) is...

0 Derek S. Prijatelj, et al. ∙

∙ 11/15/2022

Using Human Perception to Regularize Transfer Learning

Recent trends in the machine learning community show that models with fi...

0 Justin Dulay, et al. ∙

∙ 10/16/2022

Perceptual-Score: A Psychophysical Measure for Assessing the Biological Plausibility of Visual Recognition Models

For the last decade, convolutional neural networks (CNNs) have vastly su...

0 Brandon RichardWebster, et al. ∙

∙ 07/05/2022

Guiding Machine Perception with Psychophysics

Gustav Fechner's 1860 delineation of psychophysics, the measurement of s...

0 Justin Dulay, et al. ∙

∙ 05/29/2022

Unfooling Perturbation-Based Post Hoc Explainers

Monumental advancements in artificial intelligence (AI) have lured the i...

0 Zachariah Carmichael, et al. ∙

∙ 11/08/2021

A Study of the Human Perception of Synthetic Faces

Advances in face synthesis have raised alarms about the deceptive use of...

6 Bingyu Shen, et al. ∙

∙ 06/15/2021

On the Objective Evaluation of Post Hoc Explainers

Many applications of data-driven models demand transparency of decisions...

0 Zachariah Carmichael, et al. ∙

∙ 05/13/2021

Handwriting Recognition with Novelty

This paper introduces an agent-centric approach to handle novelty in the...

0 Derek S. Prijatelj, et al. ∙

∙ 11/04/2020

Pitfalls in Machine Learning Research: Reexamining the Development Cycle

Machine learning has the potential to fuel further advances in data scie...

0 Stella Biderman, et al. ∙

∙ 09/21/2020

Modeling Score Distributions and Continuous Covariates: A Bayesian Approach

Computer Vision practitioners must thoroughly understand their model's p...

22 Mel McCurrie, et al. ∙

∙ 01/29/2020

Joint Visual-Temporal Embedding for Unsupervised Learning of Actions in Untrimmed Sequences

Understanding the structure of complex activities in videos is one of th...

17 Rosaura G. VidalMata, et al. ∙

∙ 07/26/2019

Report on UG^2+ Challenge Track 1: Assessing Algorithms to Improve Video Object Detection and Classification from Unconstrained Mobility Platforms

How can we effectively engineer a computer vision system that is able to...

2 Sreya Banerjee, et al. ∙

∙ 04/09/2019

UG^2+ Track 2: A Collective Benchmark Effort for Evaluating and Advancing Image Understanding in Poor Visibility Environments

The UG^2+ challenge in IEEE CVPR 2019 aims to evoke a comprehensive disc...

0 Wenhan Yang, et al. ∙

∙ 01/28/2019

Bridging the Gap Between Computational Photography and Visual Recognition

What is the current state-of-the-art for image restoration and enhanceme...

0 Rosaura G. VidalMata, et al. ∙

∙ 11/17/2018

On Hallucinating Context and Background Pixels from a Face Mask using Multi-scale GANs

We propose a multi-scale GAN model to hallucinate realistic context (for...

0 Sandipan Banerjee, et al. ∙

∙ 11/05/2018

Fast Face Image Synthesis with Minimal Training

We propose an algorithm to generate realistic face im-ages of both real ...

0 Sandipan Banerjee, et al. ∙

∙ 07/09/2018

Beyond Pixels: Image Provenance Analysis Leveraging Metadata

Creative works, whether paintings or memes, follow unique journeys that ...

4 Aparna Bharati, et al. ∙

∙ 07/03/2018

Getting the subtext without the text: Scalable multimodal sentiment classification from visual and acoustic modalities

In the last decade, video blogs (vlogs) have become an extremely popular...

0 Nathaniel Blanchard, et al. ∙

∙ 05/28/2018

Face hallucination using cascaded super-resolution and identity priors

In this paper we address the problem of hallucinating high-resolution fa...

0 Klemen Grm, et al. ∙

∙ 05/28/2018

A Neurobiological Cross-domain Evaluation Metric for Predictive Coding Networks

Achieving a good measure of model generalization remains a challenge wit...

0 Nathaniel Blanchard, et al. ∙

∙ 03/19/2018

Visual Psychophysics for Making Face Recognition Algorithms More Explainable

Scientific fields that are interested in faces have developed their own ...

0 Brandon RichardWebster, et al. ∙

∙ 01/19/2018

Image Provenance Analysis at Scale

Prior art has shown it is possible to estimate, through image processing...

0 Daniel Moreira, et al. ∙

∙ 10/09/2017

UG^2: a Video Benchmark for Assessing the Impact of Image Restoration andEnhancement on Automatic Visual Recognition

Advances in image restoration and enhancement techniques have led to dis...

0 Rosaura G. Vidal, et al. ∙

∙ 05/31/2017

Neuron Segmentation Using Deep Complete Bipartite Networks

In this paper, we consider the problem of automatically segmenting neuro...

0 Jianxu Chen, et al. ∙

∙ 11/19/2016

PsyPhy: A Psychophysics Driven Evaluation Framework for Visual Recognition

By providing substantial amounts of data and standardized evaluation pro...

0 Brandon RichardWebster, et al. ∙

∙ 11/30/2012

Secure voice based authentication for mobile devices: Vaulted Voice Verification

As the use of biometrics becomes more wide-spread, the privacy concerns ...

0 R. C. Johnson, et al. ∙

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