activity
20192026
most citedDeep Verifier Networks: Verification of Deep Discriminative Models with Deep Generative Models

34 citations · 43 across the 10 of their papers we have counts for

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2 papers · 1 filter

cs.CV2026

Objective-Aligned Direct Answer SFT for Robust Multi-Frame Medical VQA

Site Li, Jianyi Hao, Xiaofeng Liu

Multi-frame medical VQA appears to reward increasingly complex adaptation: controller-style inference, localization-aware reranking, static hard-negative mixing, and staged continu…

cs.CV2026

Inference-Time Agentic Decision Rules Beat Longer Evolving Search for Multi-Image Medical Reasoning

Site Li, Jianyi Hao, Xiaofeng Liu

Multi-image medical VQA is not merely a prompt-length problem; it is a fundamental challenge of agentic decision-making. Medical vision-language agents must aggregate evidence acro…