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Author

Ravi Netravali

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Detection-Guided Attention Steering for Vision Language Models

A detection-guided dynamic attention steering system that leverages the locality insight from CNNs to efficiently steer a VLM’s attention toward more relevant sections of an image and demonstrates the effectiveness of combining different model architectures to harness their respective strengths for advancing VLM capabi...

Alan William Zhang, Rui Pan, Mike Wong et al. · 0 citations
Preprint Aug 2026

Thought-Level Beam Search for Reasoning

By periodically pruning unpromising trajectories and immediately branching from high-quality prefixes, Gambit dynamically concentrates compute onto the most promising reasoning traces via a light-weight scorer probing hidden states while maintaining continuous high hardware utilization.

Lijie Yang, Hongyin Luo, Jia-Wei Zhao et al. · 0 citations

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