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03/01/2023
R-U-SURE? Uncertainty-Aware Code Suggestions By Maximizing Utility Across Random User Intents
Large language models show impressive results at predicting structured t...
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10/04/2022
Contrastive Learning Can Find An Optimal Basis For Approximately View-Invariant Functions
Contrastive learning is a powerful framework for learning self-supervise...
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11/11/2021
Learning Generalized Gumbel-max Causal Mechanisms
To perform counterfactual reasoning in Structural Causal Models (SCMs), ...
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10/14/2021
Parallel Algebraic Effect Handlers
Algebraic effects and handlers support composable and structured control...
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07/16/2021
Beyond In-Place Corruption: Insertion and Deletion In Denoising Probabilistic Models
Denoising diffusion probabilistic models (DDPMs) have shown impressive r...
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07/07/2021
Structured Denoising Diffusion Models in Discrete State-Spaces
Denoising diffusion probabilistic models (DDPMs) (Ho et al. 2020) have s...
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07/09/2020