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Essays and notes on machine learning, representation learning, and adjacent ideas.
精选文章
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The Generalization-Specialization Dilemma PDF
On the tension between flexibility and precision in biological and artificial systems.
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Language and the Art of Modeling the World
Thoughts on the grounding of language, LLMs, and symbolic understanding.
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Three Weekly Self-Introspections
Personal routine reflections for better research alignment and weekly growth.
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How Information Bottleneck Helps Representation Learning PDF
An overview connecting rate-distortion theory, VIB, and beta-VAE under the information bottleneck lens.
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Thoughts on Contrastive Representation Learning PDF
Reflections on disentanglement and causality in contrastive learning frameworks.