Jinwoo Shin
1 indexed paper
Recent (6 mo)
1With code
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126
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Multiagent×1Vision×1
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Research Timeline
2026
Naive Visual Memory is Not Enough: A Failure-Mode Study of GUI Agents
This paper introduces a taxonomy of GUI agent failures and finds that full-image memory has divergent effects on failure distribution. It proposes Action-Grounded Visual Memory (AGMem) as an effective alternative.
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Papers
cs.MAcs.CVEmpiricalRecentJun 12, 2026
Naive Visual Memory is Not Enough: A Failure-Mode Study of GUI Agents
Seoyoung Choi, Minseok Ko, Hyunseok Lee, Kunwoong Kim +3 more
This paper introduces a taxonomy of GUI agent failures and finds that full-image memory has divergent effects on failure distribution. It proposes Action-Grounded Visual Memory (AGMem) as an effective…
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