Paola Cascante-Bonilla

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. Dense and Aligned Captions (DAC) Promote Compositional Reasoning in VL Models
   2023/05/31 by Sivan Doveh, Assaf Arbelle, Doveh, Sivan +21 · 7 citations
   Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Natural Language Processing Techniques
3. 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
4. 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
5. 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
6. 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
7. 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