Author

V. K. Kurmi

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Preprint Sep 2026

Not All Patches Are Equally Forgettable: Spatially Localized Domain Unlearning in Vision-Language Models

Pre-trained vision-language models (VLMs) exhibit strong cross-domain recognition performance even without additional training. However, this robustness can also preserve undesirable domain-specific behavior, as domain-related and semantic information often remain entangled within the learned representation space, maki...

Akanksha Singh, V. K. Kurmi · 0 citations

#artificial intelligence Preprint Sep 2026

Query-Aware Token Budgeting for Efficient Late-Interaction Visual Document Retrieval

Results show that late-interaction visual retrieval benefits from query-aware allocation rather than query-agnostic pooling alone, and identifies token top-k for interactive retrieval and the naive greedy implementation as a quality upper envelope.

PS Rishi, R. Dwivedi, V. K. Kurmi · 1 citation