Cascante-Bonilla, Paola

1. CODA-Prompt: COntinual Decomposed Attention-based Prompting for Rehearsal-Free Continual Learning
   2022/11/23 by Smith, James Seale, Leonid Karlinsky, Karlinsky, Leonid +14 · 62 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
2. Improved Visual Grounding through Self-Consistent Explanations
   2023/12/07 by Ruozhen He, Paola Cascante-Bonilla, He, Ruozhen +7 · 5 citations
   Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
3. Going Beyond Nouns With Vision & Language Models Using Synthetic Data
   2023/03/30 by Cascante-Bonilla, Paola, Shehada, Khaled, Smith, James Seale +8 · 3 citations
   #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
4. Drill-down: Interactive Retrieval of Complex Scenes using Natural\n Language Queries
   2019/11/09 by Fuwen Tan, Paola Cascante-Bonilla, Tan, Fuwen +9 · 1 citation
   Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications
5. Grounding Language Models for Visual Entity Recognition
   2024/02/28 by Zilin Xiao, Ming Gong, Xiao, Zilin +9 · 2 citations
   Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
6. PropTest: Automatic Property Testing for Improved Visual Programming
   2024/03/25 by Jaywon Koo, Koo, Jaywon, Ziyan Yang +8 · 1 voice · 1 citation
   Computer Science · #Computer Graphics and Visualization Techniques #Interactive and Immersive Displays #Teaching and Learning Programming #cs.CV
7. ConStruct-VL: Data-Free Continual Structured VL Concepts Learning
   2022/11/17 by Smith, James Seale, Paola Cascante-Bonilla, Assaf Arbelle +16 · 1 citation
   Computer Science · #Domain Adaptation and Few-Shot Learning #Adversarial Robustness in Machine Learning #Multimodal Machine Learning Applications
8. Learning from Synthetic Data for Visual Grounding
   2024/03/20 by He, Ruozhen, Yang, Ziyan, Cascante-Bonilla, Paola +2 · 1 citation
   #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
9. Natural Language Inference Improves Compositionality in Vision-Language Models
   2024/10/29 by Paola Cascante-Bonilla, Cascante-Bonilla, Paola, Yu Hou +7 · 1 citation
   Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Semantic Web and Ontologies