Paola Cascante-Bonilla
13 papers · 2019–2025 · 9 venues · across top CS/AI venues
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (35)
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Topic Evolution
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Century Club · Bronze
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Unstoppable · Bronze
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Research topics
Artificial Intelligence
(9)
Core AI
(9)
Machine Learning
(8)
Natural Language Processing
(6)
Learning Types · Machine Learning
(6)
Deep Learning
(5)
Application Areas
(4)
Applications · Natural Language Processing
(4)
Learning Types · Deep Learning
(4)
Computer Vision
(3)
Architectures
(2)
Computer Science
(1)
Analysis
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Applications · Computer Science
(1)
Applications · Computer Vision
(1)
Keywords
vision-language model
(6)
compositional reasoning
(3)
large language model
(2)
continual learning
(2)
synthetic data
(2)
visual question answering
(2)
data augmentation
(2)
domain adaptation
(1)
transfer learning
(1)
zero-shot learning
(1)
curriculum learning
(1)
self-supervised learning
(1)
attention mechanism
(1)
natural language inference
(1)
image retrieval
(1)
vision transformer
(1)
visual grounding
(1)
code generation
(1)
program synthesis
(1)
scene understanding
(1)
Papers
Can Hallucination Correction Improve Video-Language Alignment?
ACL 2025
Natural Language Inference Improves Compositionality in Vision-Language Models
ICLR 2025
Grounding Language Models for Visual Entity Recognition
ECCV 2024
Improved Visual Grounding through Self-Consistent Explanations
CVPR 2024
PropTest: Automatic Property Testing for Improved Visual Programming
EMNLP 2024
CODA-Prompt: COntinual Decomposed Attention-Based Prompting for Rehearsal-Free Continual Learning
CVPR 2023
ConStruct-VL: Data-Free Continual Structured VL Concepts Learning
CVPR 2023
Dense and Aligned Captions (DAC) Promote Compositional Reasoning in VL Models
NeurIPS 2023
Going Beyond Nouns With Vision & Language Models Using Synthetic Data
ICCV 2023
SimVQA: Exploring Simulated Environments for Visual Question Answering
CVPR 2022
Curriculum Labeling: Revisiting Pseudo-Labeling for Semi-Supervised Learning
AAAI 2021
Chat-crowd: A Dialog-based Platform for Visual Layout Composition
NAACL 2019
Drill-down: Interactive Retrieval of Complex Scenes using Natural Language Queries
NeurIPS 2019