Poornima Jain

collaborators

2 papers

cs.CV2026

Real-Time Source-Free Object Detection

Sairam VCR, Varun Gopal, Poornima Jain +2

Real-world detectors for autonomous driving, surveillance, and robotics must handle domain-shifts under strict latency and memory constraints, yet existing source-free object detec…

cs.CV2026

$⊘$ Source Models Leak What They Shouldn't $↛$ : Unlearning Zero-Shot Transfer in Domain Adaptation Through Adversarial Optimization

Arnav Devalapally, Poornima Jain, Kartik Srinivas +1

The increasing adaptation of vision models across domains, such as satellite imagery and medical scans, has raised an emerging privacy risk: models may inadvertently retain and lea…

Real-Time Source-Free Object Detection

⊘ Source Models Leak What They Shouldn't ↛: Unlearning Zero-Shot Transfer in Domain Adaptation Through Adversarial Optimization

$⊘$ Source Models Leak What They Shouldn't $↛$ : Unlearning Zero-Shot Transfer in Domain Adaptation Through Adversarial Optimization