1. Self-taught learning: Transfer learning from unlabelled dataAuthors: Rajat Raina et al.@Stanford UniversityPresenter: Shao-Chuan WangSome slides are from author’s work…
Slide 1Greedy Layer-Wise Training of Deep Networks Yoshua Bengio, Pascal Lamblin, Dan Popovici, Hugo Larochelle NIPS 2007 Presented by Ahmed Hefny Slide 2 Story so far ……
1. Image classificationby sparse coding 2. Feature learning problem Given a 14x14 image patch x, can represent it using 196 real numbers.Problem: Can we find a learn a betterrepresentation…
Slide 1 Instructions: Language of The Computer Bo Cheng [email protected] Slide 2 Compiler - Assembler - Linker - Loader Compiler: transforms a C program into an assembly…
Slide 1 Deep Learning for Vision Adam Coates Stanford University (Visiting Scholar: Indiana University, Bloomington) Slide 2 2 What do we want ML to do? Given image, predict…
PowerPoint 簡報 Beyond Simple Features: A Large-Scale Feature Search Approach to Unconstrained Face Recognition Nicolas Pinto Massachusetts Institute of Technology David…
Slide 1 Deep Learning for Vision Adam Coates Stanford University (Visiting Scholar: Indiana University, Bloomington) 1 What do we want ML to do? Given image, predict complex…
Learning Behaviourally Grounded State Representations for Reinforcement Learning Agents Learning Behaviourally Grounded State Representations for Reinforcement Learning Agents…
Vision Computer Vision, Part 2 Object recognition and scene âunderstandingâ What makes object recognition a hard task for computers? HMAX Riesenhuber, M. & Poggio,…