Upgrade to PRO for Only $50/Year—Limited-Time Offer! 🔥

自動運転におけるデータ駆動型AIに対する安全性の考え方 / Safety Engineerin...

Avatar for Fuyuki Ishikawa / 石川 冬樹 Fuyuki Ishikawa / 石川 冬樹
September 22, 2025
Research
0
87

自動運転におけるデータ駆動型AIに対する安全性の考え方 / Safety Engineering for Data-Driven AI in Autonomous Driving Systems

2025/09/22 JST/CRDS 連続シンポジウム 第6回「自動運転とトラスト」

Avatar for Fuyuki Ishikawa / 石川 冬樹

Fuyuki Ishikawa / 石川 冬樹

September 22, 2025
Tweet

More Decks by Fuyuki Ishikawa / 石川 冬樹

See All by Fuyuki Ishikawa / 石川 冬樹
eAI (Engineerable AI) プロジェクトの全体像 / Overview of eAI Project
Avatar for Fuyuki Ishikawa / 石川 冬樹 ishikawafyu
0
560
AI性能調整ツールと交通領域への適用 / AI Performance Alignment: Techniques and Applications in the Automotive Domain
Avatar for Fuyuki Ishikawa / 石川 冬樹 ishikawafyu
0
540
大規模言語モデル・対話型生成AIによるテスト支援の広さと深さ / Exploring Use of LLM/AI for Testing 2024
Avatar for Fuyuki Ishikawa / 石川 冬樹 ishikawafyu
1
950
深層学習のリペア技術の最新動向と実際 / DNN Repair Techniques for AI Performance Alignment for Safety Requirements
Avatar for Fuyuki Ishikawa / 石川 冬樹 ishikawafyu
0
1.3k
自動運転・AIシステムの問題を賢く探す・賢く直す / Smart Search & Repair Techniques for Automated Driving Systems and AI Systems
Avatar for Fuyuki Ishikawa / 石川 冬樹 ishikawafyu
0
410
生成AI品質ガイドライン@QA4AI / Quality Assurance for Generative AI @ QA4AI
Avatar for Fuyuki Ishikawa / 石川 冬樹 ishikawafyu
1
1.9k
正解がないシステムをテストする @ JaSST'22 Kansai / Testing Oracle-less AI & Cyber-Physical Systems
Avatar for Fuyuki Ishikawa / 石川 冬樹 ishikawafyu
0
290

Other Decks in Research

See All in Research
説明可能な機械学習と数理最適化
Avatar for kelicht kelicht
2
630
[CV勉強会@関東 CVPR2025] VLM自動運転model S4-Driver
Avatar for Shin-kyoto shinkyoto
3
680
ドメイン知識がない領域での自然言語処理の始め方
Avatar for Hayahide Yamagishi hargon24
1
200
GPUを利用したStein Particle Filterによる点群6自由度モンテカルロSLAM
Avatar for TakumiNakao takuminakao
0
610
MetaEarth: A Generative Foundation Model for Global-Scale Remote Sensing Image Generation
Avatar for SatAI.challenge satai
4
460
CVPR2025論文紹介：Unboxed
Avatar for 村川卓也 murakawatakuya
0
210
Open Gateway 5GC利用への期待と不安
Avatar for Stellar Craft, Inc. stellarcraft
2
160
HoliTracer:Holistic Vectorization of Geographic Objects from Large-Size Remote Sensing Imagery
Avatar for SatAI.challenge satai
3
280
Remote sensing × Multi-modal meta survey
Avatar for SatAI.challenge satai
4
620
EarthDial: Turning Multi-sensory Earth Observations to Interactive Dialogues
Avatar for SatAI.challenge satai
3
370
論文紹介：Not All Tokens Are What You Need for Pretraining
Avatar for Kosuke Nishida kosuken
1
220
Adaptive Experimental Design for Efficient Average Treatment Effect Estimation and Treatment Choice
Avatar for MasaKat0 masakat0
0
140

Featured

See All Featured
RailsConf 2023
Avatar for Aaron Patterson tenderlove
30
1.3k
Balancing Empowerment & Direction
Avatar for Lara Hogan lara
5
780
Distributed Sagas: A Protocol for Coordinating Microservices
Avatar for Caitie McCaffrey caitiem20
333
22k
Creating an realtime collaboration tool: Agile Flush - .NET Oxford
Avatar for Marc Duiker marcduiker
35
2.3k
Understanding Cognitive Biases in Performance Measurement
Avatar for Philip Tellis bluesmoon
31
2.7k
jQuery: Nuts, Bolts and Bling
Avatar for Doug Neiner dougneiner
65
8.1k
Evolution of real-time – Irina Nazarova, EuRuKo, 2024
Avatar for Irina Nazarova irinanazarova
9
1.1k
Improving Core Web Vitals using Speculation Rules API
Avatar for Sergey Chernyshev sergeychernyshev
21
1.3k
The Hidden Cost of Media on the Web [PixelPalooza 2025]
Avatar for Tammy Everts tammyeverts
1
79
Side Projects
Avatar for Sacha Greif sachag
455
43k
The World Runs on Bad Software
Avatar for Brandon Keepers bkeepers
PRO
72
12k
Why You Should Never Use an ORM
Avatar for John Nunemaker jnunemaker
PRO
60
9.6k

Transcript

  1. AI

  2. ◼ ◼ ◼ ◼ ◼ ◼ ◼ ◼

  3. ◼ ◼ ◼

  4. ◼

  5. ◼

  6. None

  7. ◼

  8. ◼

  9. ◼ ◼ ◼

  10. ◼

  11. ◼ ◼ ◼ ◼ ◼ ◼

  12. ◼ ◼ ◼ ◼

  13. None

  14. ・ ・ ・

  15. ◼ ◼ ◼

  16. ◼ ◼ ◼ ◼ ◼ ◼ ◼

  17. ◼ ◼ ◼ ◼ ◼

  18. ◼ ◼ ◼ ◼

  19. ◼ ◼ ◼ ◼ ◼

  20. ◼ ◼ ◼ ◼ ◼