2400206 – Advanced Topics in Continual - Organic Machine Learning

- The lecture time: 18:30- 20:00 (CET) on Wednesday - Online lectures via Zoom - 3 ECTS - Course language: English - Participation is mandatory. - You must present one topic. The topics: Data-Free Class Incremental Learning, Semi-Supervised Learning for Understanding Hand-Object Interaction, Lifelong Zero-Shot Learning, Semantic-aware Knowledge Distillation for Few-Shot Class-Incremental Learning, Multimodal FSL with Frozen Language Models, Self-Supervised Learning, Lifelong Learning for Image Generation with GAN, Incremental Few-Shot Object Detection, Human-centric Dialog Learning, Pre-trained Model and Data Poisoning Attacks, Not All Memories are Created Equal: Learning to Forget by Expiring, Open-Ended Learning Leads to Generally Capable Agents