publications

publications by categories in reversed chronological order.

2024

  1. compositional_entailment_learning_hyperbolic_preview.png
    Compositional Entailment Learning for Hyperbolic Vision-Language Models
    Avik Pal, Max Spengler , Guido Maria D’Amely Melendugno , and 3 more authors
    2024
  2. in_context_improves_comp_understanding_of_VL_preview.png
    In-Context Learning Improves Compositional Understanding of Vision-Language Models
    Matteo Nulli , Anesa Ibrahimi , Avik Pal, and 2 more authors
    In ICML 2024 Workshop on Foundation Models in the Wild , 2024
  3. active_label_cleaning_framework_preview.png
    Improving Noisy Fine-Grained Datasets using Active Label Cleaning Framework
    Avik Pal
    In CVPR 2024 Workshop on Vision Datasets Understanding , 2024

2023

  1. re_label_free_explainability_preview.png
    [Re] Reproducibility Study of “Label-Free Explainability for Unsupervised Models”
    Valentinos Pariza , Avik Pal, Madhura Pawar , and 1 more author
    Machine Learning Reproducibility Challenge 2022, ReScience C Journal, 2023