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Multi-Modal32

[2026-1] 장인영 - BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Model 논문 링크 : https://arxiv.org/abs/2301.12597 BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language ModelsThe cost of vision-and-language pre-training has become increasingly prohibitive due to end-to-end training of large-scale models. This paper proposes BLIP-2, a generic and efficient pre-training strategy that bootstraps vision-language pre-training from .. 2026. 2. 21.
[2026-1] 백승우 - The Evolution of Human-Like Computer-Using Agents From Perception to Command UFO: A UI-Focused Agent for Windows OS InteractionWe introduce UFO, an innovative UI-Focused agent to fulfill user requests tailored to applications on Windows OS, harnessing the capabilities of GPT-Vision. UFO employs a dual-agent framework to meticulously observe and analyze the graphical user interfacearxiv.org UFO2: The Desktop AgentOSRecent Computer-Using Agents (CUAs), powered by multimod.. 2026. 1. 21.
[2025-2] 백승우 - MAS-Bench: A Unified Benchmark for Shortcut-Augmented Hybrid Mobile GUI Agents MAS-Bench: A Unified Benchmark for Shortcut-Augmented Hybrid Mobile GUI AgentsTo enhance the efficiency of GUI agents on various platforms like smartphones and computers, a hybrid paradigm that combines flexible GUI operations with efficient shortcuts (e.g., API, deep links) is emerging as a promising direction. However, a frameworkarxiv.org 2025. 12. 24.
[2025-2] 백승우 - Toward Autonomous UI Exploration: The UIExplorer Benchmark https://arxiv.org/abs/2506.17779 2025. 12. 3.