CFAR Distinguished Professor Lecture Series

SpeakerAffiliationTitle DateDetails
Prof James KwokHong Kong University of Science and TechnologyLearning from Many Tasks in Meta-learning6 Jan 2023Read more
Prof Cao LongbingUniversity of Technology SydneyLearning Non-IIDness: The Good, the Bad and the Ugly16 Jan 2023Read more 
Dr Yeung Sai-KitHong Kong University of Science and TechnologyComputer Vision and Graphics for Marine Challenges31 Jan 2023Read more
Prof Liu BingUniversity of Illinois Chicago

Unifying Continual Learning and OOD Detection 21 Feb 2023Read more
Prof Finale Doshi-VelezHarvard UniversityTrustworthy Machine Learning (ML) for Healthcare

28 Feb 2023 Read more
Prof Wang ZhengWuhan UniversitySee What You Hide and Hide What You See25 Apr 2023Read more
Prof Cao LongbingUniversity of Technology SydneySmart FinTech: AI and Data Science for Finance 17 May 2023Read more
Prof Robby T. TanNational University of SingaporeNight Images: Challenges and Solutions from the Perspective of Visibility Enhancement and Object Detection7 Jun 2023Read more
Dr Song LeBioMap and Mohamed bin Zayed University of AI (MBZUAI)A Family of Pretrained AI Models for Target Discovery and Drug Design4 Aug 2023Read more 

CFAR Rising Star Lecture Series

SpeakerAffiliationTitleDate Details
David BossensUniversity of Southampton Robust and Safe Artificial Intelligence6 Jan 2023Read more
Prof Nils Thuerey Technical University of Munich (TUM)Differentiable Physics Simulations for Deep Learning 12 Jan 2023Read more
Dr Yang YiboJD Explore AcademyHow Does Neural Collapse Inspire Us in Reliable Machine Learning?17 Jan 2023Read more
Dr Feng ShanshanHarbin Institute of Technology (Shenzhen)Rotated Lorentzian Graph Embedding 
Model for Asymmetric Proximity

18 Jan 2023Read more
Prof Tang MengUniversity of CaliforniaVisual Perception with Little Supervision19 Jan 2023Read more
Dr Zhang LiUniversity of Sheffield Exploring Local Information for Graph Representation Learning

30 Jan 2023Read more
Dr Liang ZhengAustralian National UniversityData-centric Computer Vision

6 Feb 2023 Read more
Prof Atsushi NitandaKyushu Institute of TechnologyOptimisation Theory for Neural Networks and Implicit Bias Towards Flat Minima
8 Feb 2023Read more
Dr Zhou Pan Sea AI LabLearning with Deep Learning: Optimiser and Network Architecture23 Feb 2023Read more
Ms Zheng YijiaPurdue UniversityLearning Manifold Dimensions with Conditional Variational Autoencoders 15 Mar 2023Read more
Dr Zhao BoBeijing Academy of Artificial IntelligenceData-efficient Learning with Dataset Condensation23 Mar 2023Read more
Assoc Prof Xie WeidiShanghai Jiao Tong UniversityKnowledge-Driven Multimodal Representation Learning
31 May 2023Read more
Gu JindongUniversity of OxfordReliable Visual Perception5 Jul 2023Read more
Prof Wan RenjieHong Kong Baptist UniversityNeural Radiance Fields with Light Transport Occlusions12 Jul 2023Read more
Dr Pang TianyuSea AI Lab SingaporeImproving and Evaluating Adversarial Robustness

5 Dec 2023Read more 
Dr Liu JunSingapore University of Technology and Design (SUTD)Beyond Image Generation - Diffusion Models for 3D Pose and Mesh Recovery

2 Feb 2024Read more

CFAR Outstanding PhD Student Seminar Series

SpeakerAffiliation TitleDate Details
Mr Chaitanya K. Joshi University of CambridgeOn the Expressive Power of Geometric Graph Neural Networks15 Feb 2023Read more
Xu RunshengUniversity of California, Los Angeles The Ultimate Solution for L4 Autonomous Driving: Cooperative Perception

12 Apr 2023Read more 
Wang KaiNational University of SingaporeReducing the CO2 Emission of Training Deep-learning Models: Towards Efficient Large-Scale Dataset Distillation and Pruning

20 Apr 2023Read more
Denny WuUniversity of Toronto and the Vector InstituteUnderstanding Modern Machine Learning Models Through the Lens of High-Dimensional Statistics

12 May 2023Read more
Sachit MenonColumbia UniversityVisual Knowledge and Reasoning with Large Language Models: Classification via Description and Visual Inference via Program Execution for Reasoning (ViperGPT)14 Jun 2023Read more
Wang ZifengNortheastern UniversityEffective and Efficient Continual Learning19 Jul 2023Read more 
Lee YoonhoStanford UniversityDistribution-Shift Robustness via Diversity and Non-Learning17 Aug 2023Read more

View past talks here.