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cs.CV2026
MapRoute++: Surrogate-Guided Semantic Routing for Visual Concept Unlearning
Ashok Urlana, L. D. M. S. Sai Teja, Vivek Hruday Kavuri +1
We present our submission to Task 3 of the Gen 2.0 Challenge on visual concept unlearning. Building on MapRoute, we introduce task-specific training objectives, richer concept r…
cs.CV2025
Freeze and Reveal: Exposing Modality Bias in Vision-Language Models
Vivek Hruday Kavuri, Vysishtya Karanam, Venkata Jahnavi Venkamsetty +3
Vision Language Models achieve impressive multi-modal performance but often inherit gender biases from their training data. This bias might be coming from both the vision and text…