Seminar

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