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08/07/2023
SynJax: Structured Probability Distributions for JAX
The development of deep learning software libraries enabled significant ...
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05/12/2023
Measuring Progress in Fine-grained Vision-and-Language Understanding
While pretraining on large-scale image-text data from the Web has facili...
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11/28/2022
Continuous diffusion for categorical data
Diffusion models have quickly become the go-to paradigm for generative m...
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03/01/2022
Transformer Grammars: Augmenting Transformer Language Models with Syntactic Inductive Biases at Scale
Transformer language models that are trained on vast amounts of data hav...
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02/23/2022
Enabling arbitrary translation objectives with Adaptive Tree Search
We introduce an adaptive tree search algorithm, that can find high-scori...
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06/05/2020
Rapid Task-Solving in Novel Environments
When thrust into an unfamiliar environment and charged with solving a se...
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10/01/2019