Raphael Gontijo Lopes | DeepAI

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∙ 03/29/2023

Queer In AI: A Case Study in Community-Led Participatory AI

We present Queer in AI as a case study for community-led participatory d...

5 Organizers Of Queer in AI, et al. ∙

∙ 07/21/2022

Language Model Cascades

Prompted models have demonstrated impressive few-shot learning abilities...

5 David Dohan, et al. ∙

∙ 05/09/2022

When does dough become a bagel? Analyzing the remaining mistakes on ImageNet

Image classification accuracy on the ImageNet dataset has been a baromet...

11 Vijay Vasudevan, et al. ∙

∙ 03/10/2022

Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time

The conventional recipe for maximizing model accuracy is to (1) train mu...

10 Mitchell Wortsman, et al. ∙

∙ 10/06/2021

Spectral Bias in Practice: The Role of Function Frequency in Generalization

Despite their ability to represent highly expressive functions, deep lea...

0 Sara Fridovich-Keil, et al. ∙

∙ 05/20/2020

Leveraging Semi-Supervised Learning in Video Sequences for Urban Scene Segmentation

Supervised learning in large discriminative models is a mainstay for mod...

14 Liang-Chieh Chen, et al. ∙

∙ 05/20/2020

Semi-Supervised Learning in Video Sequences for Urban Scene Segmentation

Supervised learning in large discriminative models is a mainstay for mod...

7 Liang-Chieh Chen, et al. ∙

∙ 02/20/2020

Affinity and Diversity: Quantifying Mechanisms of Data Augmentation

Though data augmentation has become a standard component of deep neural ...

0 Raphael Gontijo Lopes, et al. ∙

∙ 06/21/2019

A Fourier Perspective on Model Robustness in Computer Vision

Achieving robustness to distributional shift is a longstanding and chall...

3 Dong Yin, et al. ∙

∙ 06/06/2019

Improving Robustness Without Sacrificing Accuracy with Patch Gaussian Augmentation

Deploying machine learning systems in the real world requires both high ...

0 Raphael Gontijo Lopes, et al. ∙

∙ 04/04/2019

A Learned Representation for Scalable Vector Graphics

Dramatic advances in generative models have resulted in near photographi...

0 Raphael Gontijo Lopes, et al. ∙

∙ 06/21/2018

End-to-End Audio Visual Scene-Aware Dialog using Multimodal Attention-Based Video Features

Dialog systems need to understand dynamic visual scenes in order to have...

0 Chiori Hori, et al. ∙

∙ 06/01/2018

Audio Visual Scene-Aware Dialog (AVSD) Challenge at DSTC7

Scene-aware dialog systems will be able to have conversations with users...

0 Huda Alamri, et al. ∙

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