Tag: generalization
-
Congratulations to Spandan Madan on his NeuroAI 2024 work!
10/10/2024 Improving out-of-distribution generalization by mimicking the human visual diet Spandan’s paper was accepted at NeuroAI @ NeurIPS 2024 In this work Spandan shows that a careful account of the visual input statistics that humans encounter during learning can help improve machine learning algorithms. Read more
-
Current models of visual cortex fail to generalize
05/01/2024 Spandan Madan gives a talk at the Center for Brain Science Neurolunch Spandan scrutinizes the ability of models of visual cortex to explain neuronal responses and finds a poor ability to extrapolate to novel stimuli, forcing us to revisit whether such models capture the critical properties of vision. Read more
-
GPT7 and AGI
aprl 11, 2024 How to build and understand GPT7’s mind Graduate student Trenton Bricken considers whether a future version of GPT will display artificial general intelligence (AGI). See publications from Trenton Bricken here. Read more
-
When and how CNNs generalize
02/22/2022 When and how CNNs generalize to out-of-distribution category-viewpoint combinations Spandan Madan and Xavier Boix discuss their latest research recently published in Nature Machine Intelligence. Reach out to us now to explore your unique training requirements and uncover our potential to assist you. Read more