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Dianbo Liu

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Representation Collapsing Problems in Vector Quantization

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Nov 25, 2024
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Improving Discrete Optimisation Via Decoupled Straight-Through Gumbel-Softmax

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Oct 17, 2024
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Gaussian Mixture Vector Quantization with Aggregated Categorical Posterior

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Oct 14, 2024
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Masked Generative Priors Improve World Models Sequence Modelling Capabilities

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Oct 10, 2024
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Brain-inspired continual pre-trained learner via silent synaptic consolidation

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Oct 08, 2024
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CodeUnlearn: Amortized Zero-Shot Machine Unlearning in Language Models Using Discrete Concept

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Oct 08, 2024
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Balance of Number of Embedding and their Dimensions in Vector Quantization

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Jul 06, 2024
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Common and Rare Fundus Diseases Identification Using Vision-Language Foundation Model with Knowledge of Over 400 Diseases

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Jun 13, 2024
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Verbalized Probabilistic Graphical Modeling with Large Language Models

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Jun 08, 2024
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Bifurcated Generative Flow Networks

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Jun 04, 2024
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