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06/15/2023
Document Entity Retrieval with Massive and Noisy Pre-training
Visually-Rich Document Entity Retrieval (VDER) is a type of machine lear...
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11/30/2022
Score-based Continuous-time Discrete Diffusion Models
Score-based modeling through stochastic differential equations (SDEs) ha...
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11/14/2022
Learning to Optimize with Stochastic Dominance Constraints
In real-world decision-making, uncertainty is important yet difficult to...
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06/29/2022
Discrete Langevin Sampler via Wasserstein Gradient Flow
Recently, a family of locally balanced (LB) samplers has demonstrated ex...
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12/01/2021
