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My goal is to cover the 3Ps: People, Projects and Process. In that order of importance. And my target is the “50:50” rule.Photo by Djim Loic…
Label-efficient segmentation has emerged as a crucial area of research, particularly in point cloud semantic segmentation. While deep learning techniques have advanced this field, the reliance…
Learnings as an AI & Robotics Associate Editor with 100 Peer ReviewsPhoto by Annie Spratt on UnsplashI will share what I have learnt about the academic…
Understanding social interactions in complex real-world settings requires deep mental reasoning to infer the underlying mental states driving these interactions, known as the Theory of Mind…
Dissecting “Reinforcement Learning” by Richard S. Sutton with Custom Python Implementations, Episode IIIWe continue our deep dive into Sutton’s great book about RL [1] and here…
This is part 3 of my new multi-part series 🐍 Towards Mamba State Space Models for Images, Videos and Time Series.Mamba, the model to be said…
The success of ANNs stems from mimicking simplified brain structures. Neuroscience reveals that neurons interact through various connectivity patterns, known as circuit motifs, which are crucial…
Large Language Models (LLMs) have gained significant prominence in recent years, driving the need for efficient GPU utilization in machine learning tasks. However, researchers face a…
The mining industry is undergoing a large transformation with new technologies such as artificial intelligence (AI). As more companies seek to enhance their operations, AI is…
Text-to-image generation has evolved rapidly, with significant contributions from diffusion models, which have revolutionized the field. These models are designed to produce realistic and detailed images…