Myungsub Choi
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  • Talks
    • AI μ—μ΄μ „νŠΈμ˜ λŸ°νƒ€μž„ μ‹ λ’°μ„±: 검증, λ°©μ–΄, 예츑
    • As AI Gets Smarter, How Far Can Enterprises Delegate?
    • AI의 λΉˆν‹ˆμ„ λ©”μš°λŠ” μŠ€νƒ€νŠΈμ—…: μ–‘μ§ˆμ˜ λ°μ΄ν„°Β·κ²€μ¦Β·κΈˆμœ΅ κ·œμ œΒ·κ±°λ²„λ„ŒμŠ€λ‘œ μ™„μ„±λ˜λŠ” μ‹ λ’°
    • From Focusing Lenses to Focusing Risks: An Engineer's Journey into Agentic AI Safety
    • Cracking the Enterprise Code: How GenAI Startups Can Win Enterprise Deals
    • μ‹ λ’°ν•  수 μžˆλŠ” AIλŠ” μ–΄λ–»κ²Œ λ§Œλ“€μ–΄μ§€λŠ”κ°€ β€” Mission-Critical ν™˜κ²½μ˜ RAG, Judge, 그리고 Agent ν†΅μ œ
    • Tynapse Startup Pitch at the 2026 AWS AI Pitch Competition
  • Publications
    • Beyond the Verdict: Evidence-Aligned Evaluation of Visual Prompt-Injection Guardrails
    • Risk Is Not Review Value: Wrong-Answer Exposure Under Bounded Review Budgets
    • Cross-Agent Campaign Attribution: Linking Asynchronous Attacks Across LLM Agents
    • Stable Autofocus with Focal Consistency Loss
    • Exploring Positional Characteristics of Dual-Pixel Data for Camera Autofocus
    • Learning to Learn Task-Adaptive Hyperparameters for Few-Shot Learning
    • Referring Object Manipulation of Natural Images with Conditional Classifier-Free Guidance
    • Visual Tracking by Adaptive Continual Meta-Learning
    • DynaVSR: Dynamic Adaptive Blind Video Super-Resolution
    • Motion-Aware Dynamic Architecture for Efficient Frame Interpolation
    • Searching for Controllable Image Restoration Networks
    • Test-Time Adaptation for Video Frame Interpolation via Meta-Learning
    • Channel Attention Is All You Need for Video Frame Interpolation
    • Meta-Learning with Adaptive Hyperparameters
    • Scene-Adaptive Video Frame Interpolation via Meta-Learning
    • AIM 2019 Challenge on Video Temporal Super-Resolution: Methods and Results
    • Task-Aware Image Downscaling
  • Blog
    • πŸ“„ A paper on evaluating visual prompt-injection guardrails is accepted in the BEAM 2 workshop at ECCV 2026 as an Oral presentation
    • πŸ“„ A paper on review-budget-aware LLM evaluation is accepted in the SeT-LLM workshop at KDD 2026
    • πŸ“„ A paper on cross-agent attack attribution is accepted in the AIWILD workshop at ICML 2026
    • πŸ“„ A paper on stabilizing autofocus is accepted in WACV 2025 as an Oral presentation
    • πŸ“„ A paper on autofocus is accepted in ICCV 2023.
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πŸ“„ A paper on stabilizing autofocus is accepted in WACV 2025 as an Oral presentation

Oct 24, 2024Β·
Myungsub Choi
Myungsub Choi
Β· 1 min read

WACV 2025 @ Tucson, Arizona.

Last updated on Oct 24, 2024
Academic WACV
Myungsub Choi
Authors
Myungsub Choi
Head of AI
← πŸ“„ A paper on cross-agent attack attribution is accepted in the AIWILD workshop at ICML 2026 Jun 1, 2026
πŸ“„ A paper on autofocus is accepted in ICCV 2023. Jul 14, 2023 →

Β© 2026 Myungsub Choi. This work is licensed under CC BY NC ND 4.0

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