most citedMid-infrared single-pixel imaging at the single-photon level

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cs.CV2026

A Comprehensive Survey of Knowledge-Based Vision Question Answering Systems: The Lifecycle of Knowledge in Visual Reasoning Task

Jiaqi Deng, Zonghan Wu, Huan Huo +1

Knowledge-based Vision Question Answering (KB-VQA) extends general Vision Question Answering (VQA) by not only requiring the understanding of visual and textual inputs but also ext…

cs.CV2026

InsightVQA: High-Dimensional Emotion-Cognitive Visual Question Answering Benchmark

Shiyu Wang, Ziyu Liu, Chaoyi Yu +6

Visual emotion understanding requires models not only to recognize emotional states, but also to why they arise and perform higher-level cognitive reasoning. However, existing benc…

cs.CV2026

Click-to-Ask: An AI Live Streaming Assistant with Offline Copywriting and Online Interactive QA

Ruizhi Yu, Keyang Zhong, Peng Liu +5

Live streaming commerce has become a prominent form of broadcasting in the modern era. To facilitate more efficient and convenient product promotions for streamers, we present Clic…

cs.CV202625 cited

Efficient Multimodal Large Language Models: A Survey

Yizhang Jin, Jian Li, Yexin Liu +10

In the past year, Multimodal Large Language Models (MLLMs) have demonstrated remarkable performance in tasks such as visual question answering, visual understanding and reasoning.…

cs.CV2025

UltraLBM-UNet: Ultralight Bidirectional Mamba-based Model for Skin Lesion Segmentation

Linxuan Fan, Juntao Jiang, Weixuan Liu +4

Skin lesion segmentation is a crucial step in dermatology for guiding clinical decision-making. However, existing methods for accurate, robust, and resource-efficient lesion analys…