publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2026

  1. foca_2.png
    Formal Concept-Based Models
    Deepika Vemuri, Sayanta Adhikari, Ankit Saha, and Vineeth N Balasubramanian
    2026
    Under Review at an A* conference
  2. logiccbms.png
    LogicCBMs: Using Logic to Enhance Concept-Based Learning
    Deepika Vemuri, Gautham Bellamkonda, Aditya Pola, and Vineeth N Balasubramanian
    2026
    Winter Conference on Applications of Computer Vision (WACV)

2025

  1. foca3.png
    Learning Hierarchically Using Formal Concepts
    Deepika Vemuri, Sayanta Adhikari, Ankit Saha, and Vineeth N Balasubramanian
    In Visual Concepts Workshop, CVPR, 2025
  2. concept_relations.png
    Walking the Web of Concept-Class Relationships in Incrementally Trained Interpretable Models
    Susmit Agrawal, Deepika Vemuri, Sri Siddarth Chakaravarthy P, and Vineeth N Balasubramanian
    In AAAI, 2025

2024

  1. logic_w_2.png
    Enhancing Concept-based Learning with Logic
    Deepika Vemuri, Gautham Bellamkonda, and Vineeth N Balasubramanian
    In Differentiability and AI Safety Workshops at ICML, 2024
  2. advancing_antehoc.png
    Advancing Ante Hoc Explainable Models through Generative Adversarial Networks
    Tanmay Garg, Deepika Vemuri, and Vineeth N Balasubramanian
    In Deployable AI Workshop, HCLR Workshop, AAAI, 2024

2023

  1. canto2.png
    CANTO: An Actor Model-based Distributed Fog Framework Supporting Neural Networks Training in IoT Applications
    Satish Narayana Srirama and Deepika Vemuri
    Journal of Computer Communications, 2023