VinAI Courses

Annotation-Efficient Object Detection: Unsupervised Discovery to Active Learning

Explore annotation-efficient object detection techniques, from unsupervised discovery to active learning strategies, enhancing intelligent systems with less manual input.

• YouTube
• 1 hour 12 minutes
• Self-Paced
• Free Video

Neural Scene Representations for Learning-based View Synthesis and Its Applications

Explore neural scene representations for efficient image generation, novel view synthesis, and advanced applications in computer graphics and 3D vision.

• YouTube
• 59 minutes
• Self-Paced
• Free Video

Neurosymbolic Artificial Intelligence: Theory, Applications, and Challenges

Explore neurosymbolic AI's theory, applications, and challenges. Learn about integrating symbolic knowledge with neural networks for improved reasoning and potential pathways to AGI.

• YouTube
• 55 minutes
• Self-Paced
• Free Video

Large Language Models: Challenges and Transparency in Multilingual Training

Explore large language models beyond English, focusing on training challenges for other languages and increasing transparency in model development and evaluation.

• YouTube
• 1 hour 23 minutes
• Self-Paced
• Free Video

Rumour and Disinformation Detection in Online Conversations

Explore innovative methods for detecting rumors and identifying state-sponsored disinformation agents using transformer networks, graph attention, and meta-learning techniques in online conversations.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video

Ubiquitous 3D Vision in the Wild

Explore cutting-edge 3D vision techniques for object detection, tracking, and reconstruction from various camera platforms. Gain insights into advanced algorithms for human motion analysis and multi-human tracking.

• YouTube
• 1 hour
• Self-Paced
• Free Video

SeaLLMs - Large Language Models for Southeast Asia

Explore SeaLLMs, innovative language models focusing on Southeast Asian languages. Learn about their superior performance in linguistic tasks and instruction-following capabilities for non-Latin languages.

• YouTube
• 40 minutes
• Self-Paced
• Free Video

Domain Adaptation on Wheels: Closing the Gap to the Open-world

Explore domain adaptation techniques for autonomous driving, from standard unsupervised setups to practical approaches addressing open-world challenges in semantic segmentation and scene understanding.

• YouTube
• 1 hour 16 minutes
• Self-Paced
• Free Video

Cutting-Edge AI Innovations at VinAI

Explore cutting-edge AI innovations at VinAI, led by Dr. Hung Bui. Discover advancements in probabilistic models, deep learning, and human-machine understanding across various applications.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video

Implicit Deep Learning - Seminar Series

Explore implicit deep learning models, their state-space representation, training problems, and applications in parameter reduction, feature elimination, and mathematical reasoning tasks.

• YouTube
• 1 hour 9 minutes
• Self-Paced
• Free Video

An Integrated Framework for Controllable Text Generation

Explore an integrated framework for controllable text generation, addressing challenges in interpretability, data construction, and evaluation methods for natural language processing applications.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video

Cloud AI 100 High Performance Cloud-Edge Inferencing

Explore Qualcomm's Cloud AI 100 accelerator for high-performance cloud-edge inferencing, featuring leadership-class performance, power efficiency, and comprehensive software tools for production deployment.

• YouTube
• 28 minutes
• Self-Paced
• Free Video

Probabilistic and Machine Learning Approaches for Autonomous Robots and Automated Driving

Explore probabilistic and machine learning approaches for autonomous robots and automated driving, focusing on robust perception and action execution in uncertain environments.

• YouTube
• 51 minutes
• Self-Paced
• Free Video

Machines Behaving Badly: The Morality of AI

Explore ethical considerations and unexpected consequences of AI, including racism in AI assistants, robot rights, self-driving car accidents, and facial recognition limitations.

• YouTube
• 23 minutes
• Self-Paced
• Free Video

Comparing Probability Distributions with Conditional Transport

Explore conditional transport as a new divergence for comparing probability distributions, with applications in generative modeling and resistance to mode collapse.

• YouTube
• 1 hour 15 minutes
• Self-Paced
• Free Video