Seminar
AIR-2025.01.23
Leveraging Fuzzy Inference System For Explainable Reinforcement Learning In Traditional Farming
Project Seminar
Presented By Hammed Obasekore
Pedagogical Knowledge-Augmented Prompting for Neural Dialogue Tutoring Systems
Project Seminar
Presented By Haein Jeon
Constructing Colosseum Simulation
Project Seminar
Presented By Unghee Tae
AIR-2024.12.04
Rehearsal-Free Continual Learning over Small Non-I.I.D. Batches
Paper Seminar
Presented By Ruchitha Gangula
CORe50: a New Dataset and Benchmark for Continuous Object Recognition
Paper Seminar
Presented By Youngmin Kim
AIR-2024.11.27
Continual Learning for Anomaly Detection in Surveillance Videos
Paper Seminar
Presented By Ruchitha Gangula
AIR-2024.11.20
Gradient-based Sample Selection For Online Continual Learning
Paper Seminar
Presented By Haein Jeon
Distance-Based Image Classification Generalizing to new classes at near-zero cost
Paper Seminar
Presented By Unghee Tae
AIR-2024.11.13
Online Continual Learning from Imbalanced data
Paper Seminar
Presented By Youngmin Kim
OpenLORIS-Object: A Robotic Vision Dataset and Benchmark for Lifelong Deep Learning
Paper Seminar
Presented By Yazhini
The Limits and Potentials of Deep Learning for Robotics
Paper Seminar
Presented By Yazhini
AIR-2024.11.06
Using Hindsight to Anchor Past Knowledge in Continual Learning
Paper Seminar
Presented By Unghee Tae
AIR-2024.10.30
On Tiny Episodic Memories in Continual Learning
Paper Seminar
Presented By Youngmin Kim
AIR-2024.10.16
Towards Open World Recognition
Paper Seminar
Presented By Unghee Tae
Learning on the Job: Online lifelong and Continual Learning
Paper Seminar
Presented By Ruchitha Gangula
AIR-2024.09.25
Class-incremental learning: survey and performance evaluation on image
Paper Seminar
Presented By Haein Jeon
AIR-2024.09.11
Learning without Forgetting
Paper Seminar
Presented By Haein Jeon
AIR-2024.08.01
Pedagogical Knowledge-Augmented Prompting for Neural Dialogue Tutoring Systems 4
Project Seminar
Presented By Haein Jeon
AIR-2024.07.18
Pedagogical Knowledge-Augmented Prompting for Dialogue Tutoring Systems 3
Project Seminar
Presented By Haein Jeon
Benchmarking Continual Reinforcement Learning on Game 3
Project Seminar
Presented By Hammed Obasekore
AIR-2024.06.26
Benchmarking Continual Reinforcement Learning on Game 2
Project Seminar
Presented By Hammed Obasekore
AIR-2024.05.22
Knowledge-ground Prompt Engineering for Dialogue Systemes 1
Project Seminar
Presented By Haein Jeon
AIR-2024.05.1
Benchmarking Continual Reinforcement Learning on Game 1
Project Seminar
Presented By Hammed Obasekore
AIR-2023.08.03
CRL-Previous work 1
Project Seminar
Presented By Yewon Kim
Idea Sketch: Sustainable Agriculture With Continual Reinforcement Learning
Project Seminar
Presented By Hammed Obasekore
AIR-2023.07.20
Research of Lifelong Language Learning
Project Seminar
Presented By Haein Jeon
Extraction of Important Areas Using Feature Feedback Based on PCA
2020 Korea Information Electron Communication Technology (KIIECT 2020)
Deep Learning Model Structure for Korean Facial Expression Detection
2023 Korea Institute of Information Technology (KIIT 2023)
Presented By YoungMin Kim
AIR-2023.07.11
Previous work with Idea sketch
Project Seminar
Presented By Yewon Kim
A Technical Review of AI In Agriculture
Project Seminar
Presented By Hammed Obasekore
AIR-2023.07.04
A Technical Review of InstructGPT + Research design
Project Seminar
Presented By Haein Jeon
AIR-2023.02.21
Object Detection Dataset for Indoor
Project Seminar
Presented By Youngmin Kim
AIR-2023.01.17
Object Detection
Project Seminar
Presented By Yewon Kim
AIR-2022.12.20-02
A Technical Review of Chatbot
Project Seminar
Presented By Haein Jeon
AIR-2022.12.20-01
3D Objects and Vision For Robot
Project Seminar
Presented By Hammed Obasekore
AIR-2022.11.08
Object Detection1
Project Seminar
Presented By Yewon Kim
AIR-2022.11.01
Path Planning with SLAM and Lifelong Learning
Project Seminar
Presented By Jeonghun Kang
AIR-2022.10.19
Design of Lifelong Language Learning Robot
Project Seminar
Presented By Haein Jeon
AIR-2022.10.04
Towards Lifelong Robot Grasping
Project Seminar
Presented By Hammed Obasekore
AIR-2022.09.27
Project Seminar
Project Seminar
Presented By Yewon Kim
AIR-2022.09.06
Who's that Actor? Automatic Labelling of Actors in TV series starting from IMDB images
2016 Asian Conference on Computer Vision (ACCV 2016)
Presented By Youngmin Kim
AIR-2022.08.24-02
Memory Efficient Experience Replay for Streaming Learning
2019 International Conference on Robotics and Automation (ICRA)
Presented By Yewon Kim
AIR-2022.08.24-01
IROS 2019 Lifelong Robotic Vision: Object Recognition Challenge
IEEE/RSJ International Conference on Intelligent Robots and Systems(IROS) 2019 Lifelong Robotic Vision Competition
Presented By Jeonghun Kang
AIR-2022.08.18-01
Motion Imitation Robot with Reinforcement Learning
Project Progress Report
Presented By Jeonghun Kang
AIR-2022.08.09-02
Interactive Deep Reinforcement Learning Model for Table Balancing Robot Based on Feedback Sentiment Level
Project Progress Report
Presented By Haein Jeon
AIR-2022.08.09-01
Sim-2-Real Playing Labyrinth Game with Reinforcement Learning
Project Progress Report
Presented By Hammed Obasekore
AIR-2022.08.02-02
Benchmarking TinyML Systems: Challenges and Direction
arXiv preprint paper
Colby R. Banbury , Vijay Janapa Reddi, Max Lam, William Fu,
Amin Fazel, Jeremy Holleman, Xinyuan Huang, Robert Hurtado, David Kanter, Anton Lokhmotov,
David Patterson, Danilo Pau, Jae-sun Seo, Jeff Sieracki, Urmish Thakker, Marian Verhelst, Poonam Yadav
Presented By Haein Jeon
AIR-2022.08.02-01
Distance-Based Image Classification: Generalizing to New Classes at Near-Zero Cost
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI’13)
Thomas Mensink, Jakob Verbeek, Florent Perronnin, and Gabriela Csurka
Presented By Hammed Obasekore
AIR-2022.07.28-02
On Tiny Episodic Memories in Continual Learning
International Conference on Machine Learning (ICML 2019)
Arslan Chaudhry, Puneet K. Dokania, Philip H. S. Torr (University of Oxford), Marcus Rohrbach, Marc'Aurelio Ranzato (Facebook AI Research), Mohamed Elhoseiny (King Abdullah University of Science and Technology), Thalaiyasingam Ajanthan (Australian National University)
Presented By Yewon Kim
AIR-2022.07.28-01
iCaRL: Incremental Classifier and Representation Learning
Computer Vision and Pattern Recognition Conference (CVPR 2017)
Sylvestre-Alvise Rebuffi (University of Oxford/IST Austria) and Alexander Kolesnikov, Georg Sperl, Christoph H. Lampert (IST Austria)
Presented By Jeonghun Kang
AIR-2022.06.28-02
Learning Without Forgetting
European Conference on Computer Vision. Springer International Publishing, 2016
Zhizhong Li, Derek Hoiem (University of Illinois Urbana Champaign)
Presented By Haein Jeon
AIR-2022.05.07-01
Fast Solvers and Efficient Implementations for Distance Metric Learning
Proceedings of the 25th International Conference on Machine Learning, Helsinki, Finland, 2008
Kilian Q. Weinberger (Yahoo! Research) and Lawrence K. Saul (University of California)
Presented By Hammed Olatunde Obasekore
AIR-2022.05.07-02
Online Continual Learning with Maximally Interfered Retrieval
Part of Advances in Neural Information Processing Systems 32 (NeurIPS 2019)
Rahaf Aljundi, Lucas Caccia, Eugene Belilovsky, Massimo Caccia, Min Lin, Laurent Charlin, Tinne Tuytelaars
Presented By Yewon Kim
Knowledge-Augmented Prompting for Dialogue Tutoring Systems 2
Project Seminar
Presented By Haein Jeon