AI for Social Impact

Deployments where the measure of success is whether something changed for the people involved: road safety testing across India, elephant re-identification for conservation partners, prenatal care planning with clinicians in the loop. The recurring lesson is that the deployment constraints reshape the model, not the other way round.

4 papers

  1. Are They the Same Picture? Adapting Concept Bottleneck Models for Human-AI Collaboration in Image Retrieval

    Vaibhav Balloli, Sara Beery, Elizabeth Bondi-Kelly

    IJCAI 2024 · Human-Centered AI track

  2. SEEK-CBM: Editable and Interpretable Retrieval for Elephant Re-Identification

    Antoine Salaün, Vaibhav Balloli, Timm Haucke, Elizabeth Bondi-Kelly, Sara Beery

    CV4Animals @ CVPR 2026

  3. PATHFinder Agent for Tailored Prenatal Care

    Vaibhav Balloli, Carissa Samuel, Samia Abdelnabi, Alex Peahl, Elizabeth Bondi-Kelly

    Interactive Health 2026

  4. RELIANCE: Curating and Evaluating Reproductive Health Information on Social Media

    Vaibhav Balloli, Laura Peyton Ellis, Vishala Mishra, Alice M Chi, Alex Friedman Peahl, Elizabeth Bondi-Kelly

    KDD 2026 · Datasets and Benchmarks Track

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