39:29KAIST XAI Tutorial 2024 | Basics of Causality for XAI | Won Jo (KAIST)
Intro
A 39-minute video from XAI Open: “KAIST XAI Tutorial 2024 | Basics of Causality for XAI | Won Jo (KAIST)”.
XAI Open
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39:29
22:16KAIST XAI Tutorial 2024 | Concept-based Explanations for LLMs | Reduan Achtibat (Fraunhofer HHI)
Advanced
A 22-minute video from XAI Open: “KAIST XAI Tutorial 2024 | Concept-based Explanations for LLMs | Reduan Achtibat (Fraunhofer HHI)”.
41:44KAIST XAI Tutorial 2024 | Domain Specific XAI Techniques for Time Series | Sehyun Lee (KAIST)
Advanced
A 42-minute video from XAI Open: “KAIST XAI Tutorial 2024 | Domain Specific XAI Techniques for Time Series | Sehyun Lee (KAIST)”.
25:51KAIST XAI Tutorial 2024 | Explaining Diffusion based Generative Models | Dahee Kwon (KAIST)
Advanced
A 26-minute video from XAI Open: “KAIST XAI Tutorial 2024 | Explaining Diffusion based Generative Models | Dahee Kwon (KAIST)”.
39:59KAIST XAI Tutorial 2024 | Explaining Generative LLMs:Prompting-based Explanations | Cheongwoong Kang
Advanced
A 40-minute video from XAI Open: “KAIST XAI Tutorial 2024 | Explaining Generative LLMs:Prompting-based Explanations | Cheongwoong Kang”.
53:52KAIST XAI Tutorial 2024 | Explaining Language Models: Key Methods and Evaluations | Prof. Nari Kim
Advanced
A 54-minute video from XAI Open: “KAIST XAI Tutorial 2024 | Explaining Language Models: Key Methods and Evaluations | Prof. Nari Kim”.
33:50KAIST XAI Tutorial 2024 | Generative Models and XAI | Junho Choi (KAIST)
A 34-minute video from XAI Open: “KAIST XAI Tutorial 2024 | Generative Models and XAI | Junho Choi (KAIST)”.
20:08KAIST XAI Tutorial 2024 | Introduction to Plug and Play XAI Framework | Chanwoo Lee (KAIST)
Intro
A 20-minute video from XAI Open: “KAIST XAI Tutorial 2024 | Introduction to Plug and Play XAI Framework | Chanwoo Lee (KAIST)”.
21:02KAIST XAI Tutorial 2024 | Model Behavior with Concept-based Explanations | M.Dreyer (Fraunhofer HHI)
Advanced
A 21-minute video from XAI Open: “KAIST XAI Tutorial 2024 | Model Behavior with Concept-based Explanations | M.Dreyer (Fraunhofer HHI)”.
30:14KAIST XAI Tutorial 2024 | Tutorial on Plug and Play XAI Framework | Geonhyeong Kim (KAIST)
Advanced
A 30-minute video from XAI Open: “KAIST XAI Tutorial 2024 | Tutorial on Plug and Play XAI Framework | Geonhyeong Kim (KAIST)”.
38:03KAIST XAI Tutorial 2024 | XAI Evaluation | Sol A Kim (KAIST)
Advanced
A 38-minute video from XAI Open: “KAIST XAI Tutorial 2024 | XAI Evaluation | Sol A Kim (KAIST)”.
38:01KAIST XAI Tutorial 2024 | XAI Methods II: Global Explanation Methods | Youngju Joung (KAIST)
A 38-minute video from XAI Open: “KAIST XAI Tutorial 2024 | XAI Methods II: Global Explanation Methods | Youngju Joung (KAIST)”.
28:05KAIST XAI Tutorial 2024 | XAI for Clinical Decision Support | Jihyeon Seong (KAIST)
Advanced
A 28-minute video from XAI Open: “KAIST XAI Tutorial 2024 | XAI for Clinical Decision Support | Jihyeon Seong (KAIST)”.
33:02KAIST XAI Tutorial 2025 | Causal Path Tracing in Transformers | Won Jo (SAIL, KAIST)
Advanced
A 33-minute video from XAI Open: “KAIST XAI Tutorial 2025 | Causal Path Tracing in Transformers | Won Jo (SAIL, KAIST)”.
32:22KAIST XAI Tutorial 2025 | Evolution of LLM inspection tools | Enver Menadjiev (SAIL, KAIST)
Advanced
A 32-minute video from XAI Open: “KAIST XAI Tutorial 2025 | Evolution of LLM inspection tools | Enver Menadjiev (SAIL, KAIST)”.
28:30KAIST XAI Tutorial 2025 | Fast and Faithful Explanations | Youngjin Park (SAIL, KAIST)
Advanced
A 28-minute video from XAI Open: “KAIST XAI Tutorial 2025 | Fast and Faithful Explanations | Youngjin Park (SAIL, KAIST)”.
24:59KAIST XAI Tutorial 2025 | Introduction to Global Explanation Methods | Jinsil Lee (SAIL, KAIST)
Intro
A 25-minute video from XAI Open: “KAIST XAI Tutorial 2025 | Introduction to Global Explanation Methods | Jinsil Lee (SAIL, KAIST)”.
36:54KAIST XAI Tutorial 2025 | Introduction to Local Explanation Methods | Artyom Tashyan (SAIL, KAIST)
Intro
A 37-minute video from XAI Open: “KAIST XAI Tutorial 2025 | Introduction to Local Explanation Methods | Artyom Tashyan (SAIL, KAIST)”.
48:45KAIST XAI Tutorial 2025 | On the Biology of a Large Language Model | Artyom Stitsyuk (SAIL, KAIST)
Advanced
A 49-minute video from XAI Open: “KAIST XAI Tutorial 2025 | On the Biology of a Large Language Model | Artyom Stitsyuk (SAIL, KAIST)”.
28:35KAIST XAI Tutorial 2025 | Precipitation Forecasting | Seongyeop Jeong (KAIST, INEEJI)
A 29-minute video from XAI Open: “KAIST XAI Tutorial 2025 | Precipitation Forecasting | Seongyeop Jeong (KAIST, INEEJI)”.
1:00:55KAIST XAI Tutorial 2025 | Recent Trends in Explainable AI | Prof. Jaesik Choi (KAIST)
A 61-minute video from XAI Open: “KAIST XAI Tutorial 2025 | Recent Trends in Explainable AI | Prof. Jaesik Choi (KAIST)”.
47:08KAIST XAI Tutorial 2025 | Recent Trends in LLMs Interpretability | Prof. Nari Kim (KAIST XAI Center)
A 47-minute video from XAI Open: “KAIST XAI Tutorial 2025 | Recent Trends in LLMs Interpretability | Prof. Nari Kim (KAIST XAI Center)”.
33:44KAIST XAI Tutorial 2025 | XAI Evaluation | Haksoo Lim (SAIL, KAIST)
Advanced
A 34-minute video from XAI Open: “KAIST XAI Tutorial 2025 | XAI Evaluation | Haksoo Lim (SAIL, KAIST)”.
7:32Multimodal Representation Learning for Text Driven soft Masks (서울대 한보형교수 연구실)
Advanced
A 8-minute video from XAI Open: “Multimodal Representation Learning for Text Driven soft Masks (서울대 한보형교수 연구실)”.
5:55ProPILE Probing Privacy Leakage of Large Language Models (서울대 윤성로교수 연구실)
Advanced
A 6-minute video from XAI Open: “ProPILE Probing Privacy Leakage of Large Language Models (서울대 윤성로교수 연구실)”.
42:16XAI Tutorial 2023 | Attention as Explanation | Cheongwoong Kang
Advanced
A 42-minute video from XAI Open: “XAI Tutorial 2023 | Attention as Explanation | Cheongwoong Kang”.
23:42XAI Tutorial 2023 | CAM-based methods | Jungmin Kim
A 24-minute video from XAI Open: “XAI Tutorial 2023 | CAM-based methods | Jungmin Kim”.
28:54XAI Tutorial 2023 | Concept Based Explanations | Dahee Kwon
A 29-minute video from XAI Open: “XAI Tutorial 2023 | Concept Based Explanations | Dahee Kwon”.
44:29XAI Tutorial 2023 | Global model agnostic methods | Wonjoon Chang
A 44-minute video from XAI Open: “XAI Tutorial 2023 | Global model agnostic methods | Wonjoon Chang”.
30:01XAI Tutorial 2023 | Input attribution methods | Seongun Kim
A 30-minute video from XAI Open: “XAI Tutorial 2023 | Input attribution methods | Seongun Kim”.
50:14XAI Tutorial 2023 | Local model agnostic methods | Jiyeon Han
A 50-minute video from XAI Open: “XAI Tutorial 2023 | Local model agnostic methods | Jiyeon Han”.
37:00XAI Tutorial 2023 | Perturbation based explanations | Sehyun Lee
Advanced
A 37-minute video from XAI Open: “XAI Tutorial 2023 | Perturbation based explanations | Sehyun Lee”.
1:13:54XAI Tutorial 2023 | Recent Trends in Explainable Artificial Intelligence | Prof. Jaesik Choi
Advanced
A 74-minute video from XAI Open: “XAI Tutorial 2023 | Recent Trends in Explainable Artificial Intelligence | Prof. Jaesik Choi”.
41:15XAI Tutorial 2023 | Symbolic AI methods | Seongwoo Lim
A 41-minute video from XAI Open: “XAI Tutorial 2023 | Symbolic AI methods | Seongwoo Lim”.
8:55다중 문서 대상 질의응답 근거 추론 기술 (건국대 김학수교수 연구실)
A 9-minute video from XAI Open: “다중 문서 대상 질의응답 근거 추론 기술 (건국대 김학수교수 연구실)”.
5:07딥러닝 모델의 인과적 강인성/설명가능성 향상, 설명가능한 멀티모달 대형언어모델(KAIST노용만교수 연구실)
Advanced
A 5-minute video from XAI Open: “딥러닝 모델의 인과적 강인성/설명가능성 향상, 설명가능한 멀티모달 대형언어모델(KAIST노용만교수 연구실)”.