Search Results - "Banarse, Dylan"

The origin and function of external representations by Fernando, Chrisantha, Osindero, Simon, Banarse, Dylan

“…External representations (ERs) are objects or performances in the world whose proper function is to communicate about other things in the world. Why and how…”
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Promptbreeder: Self-Referential Self-Improvement Via Prompt Evolution by Fernando, Chrisantha, Banarse, Dylan, Michalewski, Henryk, Osindero, Simon, Rocktäschel, Tim

“…Popular prompt strategies like Chain-of-Thought Prompting can dramatically improve the reasoning abilities of Large Language Models (LLMs) in various domains…”
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CLIP-CLOP: CLIP-Guided Collage and Photomontage by Mirowski, Piotr, Banarse, Dylan, Malinowski, Mateusz, Osindero, Simon, Fernando, Chrisantha

“…The unabated mystique of large-scale neural networks, such as the CLIP dual image-and-text encoder, popularized automatically generated art. Increasingly more…”
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Generative Art Using Neural Visual Grammars and Dual Encoders by Fernando, Chrisantha, Eslami, S. M. Ali, Alayrac, Jean-Baptiste, Mirowski, Piotr, Banarse, Dylan, Osindero, Simon

“…Whilst there are perhaps only a few scientific methods, there seem to be almost as many artistic methods as there are artists. Artistic processes appear to…”
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Perception Test: A Diagnostic Benchmark for Multimodal Video Models by Pătrăucean, Viorica, Smaira, Lucas, Gupta, Ankush, Continente, Adrià Recasens, Markeeva, Larisa, Banarse, Dylan, Koppula, Skanda, Heyward, Joseph, Malinowski, Mateusz, Yang, Yi, Doersch, Carl, Matejovicova, Tatiana, Sulsky, Yury, Miech, Antoine, Frechette, Alex, Klimczak, Hanna, Koster, Raphael, Zhang, Junlin, Winkler, Stephanie, Aytar, Yusuf, Osindero, Simon, Damen, Dima, Zisserman, Andrew, Carreira, João

“…We propose a novel multimodal video benchmark - the Perception Test - to evaluate the perception and reasoning skills of pre-trained multimodal models (e.g…”
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Convolution by Evolution: Differentiable Pattern Producing Networks by Fernando, Chrisantha, Banarse, Dylan, Reynolds, Malcolm, Besse, Frederic, Pfau, David, Jaderberg, Max, Lanctot, Marc, Wierstra, Daan

“…In this work we introduce a differentiable version of the Compositional Pattern Producing Network, called the DPPN. Unlike a standard CPPN, the topology of a…”
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PathNet: Evolution Channels Gradient Descent in Super Neural Networks by Fernando, Chrisantha, Banarse, Dylan, Blundell, Charles, Zwols, Yori, Ha, David, Rusu, Andrei A, Pritzel, Alexander, Wierstra, Daan

“…For artificial general intelligence (AGI) it would be efficient if multiple users trained the same giant neural network, permitting parameter reuse, without…”
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