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  3. Apple Machine Learning Research

Apple Machine Learning Research

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Apple Machine Learning Research

10.07.2025

Self-reflective Uncertainties: Do LLMs Know Their Internal Answer Distribution? - Apple Machine Learning Research

This paper was accepted at the Workshop on Reliable and Responsible Foundation Models (RRFMs) Workshop at ICML 2025. Uncertainty…

Apple Machine Learning Research

10.07.2025

Target Concrete Score Matching: A Holistic Framework for Discrete Diffusion - Apple Machine Learning Research

Discrete diffusion is a promising framework for modeling and generating discrete data. In this work, we present Target Concrete Score…

Apple Machine Learning Research

11.07.2025

QuantSpec: Self-Speculative Decoding with Hierarchical Quantized KV Cache - Apple Machine Learning Research

Large Language Models (LLMs) are increasingly being deployed on edge devices for long-context settings, creating a growing need for fast and…

Apple Machine Learning Research

11.07.2025

Point-3D LLM: Studying the Impact of Token Structure for 3D Scene Understanding With Large Language Models - Apple Machine Learning Research

Effectively representing 3D scenes for Multimodal Large Language Models (MLLMs) is crucial yet challenging. Existing approaches commonly…

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