Paola Cascante-Bonilla | DeepAI

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Featured Co-authors

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∙ 05/31/2023

Dense and Aligned Captions (DAC) Promote Compositional Reasoning in VL Models

Vision and Language (VL) models offer an effective method for aligning r...

3 Sivan Doveh, et al. ∙

∙ 03/30/2023

Going Beyond Nouns With Vision Language Models Using Synthetic Data

Large-scale pre-trained Vision Language (VL) models have shown remar...

0 Paola Cascante-Bonilla, et al. ∙

∙ 11/23/2022

CODA-Prompt: COntinual Decomposed Attention-based Prompting for Rehearsal-Free Continual Learning

Computer vision models suffer from a phenomenon known as catastrophic fo...

0 James Seale Smith, et al. ∙

∙ 11/22/2022

On the Transferability of Visual Features in Generalized Zero-Shot Learning

Generalized Zero-Shot Learning (GZSL) aims to train a classifier that ca...

0 Paola Cascante-Bonilla, et al. ∙

∙ 11/17/2022

ConStruct-VL: Data-Free Continual Structured VL Concepts Learning

Recently, large-scale pre-trained Vision-and-Language (VL) foundation mo...

0 James Seale Smith, et al. ∙

∙ 03/31/2022

SimVQA: Exploring Simulated Environments for Visual Question Answering

Existing work on VQA explores data augmentation to achieve better genera...

0 Paola Cascante-Bonilla, et al. ∙

∙ 06/16/2021

Evolving Image Compositions for Feature Representation Learning

Convolutional neural networks for visual recognition require large amoun...

0 Paola Cascante-Bonilla, et al. ∙

∙ 01/16/2020

Curriculum Labeling: Self-paced Pseudo-Labeling for Semi-Supervised Learning

Semi-supervised learning aims to take advantage of a large amount of unl...

22 Paola Cascante-Bonilla, et al. ∙

∙ 11/10/2019

Drill-down: Interactive Retrieval of Complex Scenes using Natural Language Queries

This paper explores the task of interactive image retrieval using natura...

19 Fuwen Tan, et al. ∙

∙ 08/08/2019

Moviescope: Large-scale Analysis of Movies using Multiple Modalities

Film media is a rich form of artistic expression. Unlike photography, an...

5 Paola Cascante-Bonilla, et al. ∙

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