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Apple Machine Learning Research Publications

88 articles total

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Explore advancements in state of the art machine learning research in speech and natural language, privacy, computer vision, health, and more.

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  •  Faster Rates for Federated Variational Inequalities
  •  Compressing Streaming Neural Audio Encoders via Latent-Space Distillation
  •  A Practical Recipe for Semi-Supervised Federated ASR: Online Pseudo-Labels with Server Update Stabilization
  •  How to Guide Your Language Flow
  •  Dynamically Scaled Activation Steering
  •  REVERSAL-BENCH: A Reversibility Axis and Reset Oracle for Measuring the Reset-Free RL Cliff
  •  DACA-GRPO: Denoising-Aware Credit Assignment for Reinforcement Learning in Diffusion Language Models
  •  Glyph: A Multi-Strategy Agentic System for Column Description and Sensitivity-Ontology Tagging of Enterprise Data Catalogs
  •  How Value Induction Reshapes LLM Behaviour
  •  Trajectory as the Teacher: Few-Step Discrete Flow Matching via Energy-Navigated Distillation
  •  Shared Selective Persistent Memory for Agentic LLM Systems
  •  DiscoSign: Discourse-Aware Text to Sign Language Gloss Translation
  •  Putting Captions to the Test: Evaluating Video Caption Quality through Multiple-Choice Question Answering
  •  SimpleDesign: A Joint Model for Protein Sequence and Structure Codesign
  •  REFACTOR-VLA: Unsupervised Library Learning of Typed Motor Programs
  •  Agent Seer: Synthesizing Scenarios from Specification Understanding
  •  LLMs Are Not (Consistently) Bayesian: Quantifying Internal (In)consistencies of LLMs’ Probabilistic Beliefs
  •  From Preferences to Principles: Rubric-Based Alignment for Grounded Knowledge Answers
  •  IDEA Prune: An Integrated Enlarge-and-Prune Pipeline in Generative Language Model Pretraining
  •  Luce: Relightable Gaussians for 3D Asset Generation