corpus.blog
56,966 blogs · [ { "id": "01a0d9b1-8323-7125-92f1-3d96d7df0bf5", "title": "Compressing Streaming Neural Audio Encoders via Latent-Space Distillation", "url": "https://machinelearning.apple.com/research/latent-space-distillation", "published_at": "2026-09-24T00:00:00+00:00" }, { "id": "01a0d9b1-8323-7125-92f1-3d96d8ccd99e", "title": "A Practical Recipe for Semi-Supervised Federated ASR: Online Pseudo-Labels with Server Update Stabilization", "url": "https://machinelearning.apple.com/research/practical-recipe-federated-asr", "published_at": "2026-09-24T00:00:00+00:00" }, { "id": "01a0d9b1-8323-7125-92f1-3d96d8ef5ed3", "title": "How to Guide Your Language Flow", "url": "https://machinelearning.apple.com/research/guide-language-flow", "published_at": "2026-09-23T00:00:00+00:00" }, { "id": "01a0bb50-83b2-7273-8d80-7f66dd34c902", "title": "Dynamically Scaled Activation Steering", "url": "https://machinelearning.apple.com/research/dynamically-scaled-activation-steering", "published_at": "2026-09-18T00:00:00+00:00" }, { "id": "01a0bb50-83b2-7273-8d80-7f66dd8ef39f", "title": "REVERSAL-BENCH: A Reversibility Axis and Reset Oracle for Measuring the Reset-Free RL Cliff", "url": "https://machinelearning.apple.com/research/reversal-bench-rl-cliff", "published_at": "2026-09-17T00:00:00+00:00" }, { "id": "01a0bb50-83b2-7273-8d80-7f66ddb49261", "title": "Shared Selective Persistent Memory for Agentic LLM Systems", "url": "https://machinelearning.apple.com/research/shared-selective-persistent-memory", "published_at": "2026-09-16T00:00:00+00:00" }, { "id": "01a0bb50-83b2-7273-8d80-7f66de3d734d", "title": "Glyph: A Multi-Strategy Agentic System for Column Description and Sensitivity-Ontology Tagging of Enterprise Data Catalogs", "url": "https://machinelearning.apple.com/research/glyph-column-description-tagging", "published_at": "2026-09-16T00:00:00+00:00" }, { "id": "01a0bb50-83b2-7273-8d80-7f66df05a9f8", "title": "DACA-GRPO: Denoising-Aware Credit Assignment for Reinforcement Learning in Diffusion Language Models", "url": "https://machinelearning.apple.com/research/denoising-aware-credit-assignment", "published_at": "2026-09-16T00:00:00+00:00" }, { "id": "01a0bb50-83b2-7273-8d80-7f66df95596d", "title": "Trajectory as the Teacher: Few-Step Discrete Flow Matching via Energy-Navigated Distillation", "url": "https://machinelearning.apple.com/research/trajectory-teacher-flow-matching", "published_at": "2026-09-16T00:00:00+00:00" }, { "id": "01a0bb50-83b2-7273-8d80-7f66e01a08fd", "title": "How Value Induction Reshapes LLM Behaviour", "url": "https://machinelearning.apple.com/research/value-induction-llm-behaviour", "published_at": "2026-09-16T00:00:00+00:00" }, { "id": "01a0951e-13df-720b-b2a5-fcde037de4ec", "title": "DiscoSign: Discourse-Aware Text to Sign Language Gloss Translation", "url": "https://machinelearning.apple.com/research/discosign-gloss-translation", "published_at": "2026-09-11T00:00:00+00:00" }, { "id": "01a0951e-13df-720b-b2a5-fcde04767110", "title": "Putting Captions to the Test: Evaluating Video Caption Quality through Multiple-Choice Question Answering", "url": "https://machinelearning.apple.com/research/video-caption-quality", "published_at": "2026-09-11T00:00:00+00:00" }, { "id": "01a0951e-13df-720b-b2a5-fcde047d0235", "title": "SimpleDesign: A Joint Model for Protein Sequence and Structure Codesign", "url": "https://machinelearning.apple.com/research/simpledesign-protein-codesign", "published_at": "2026-09-11T00:00:00+00:00" }, { "id": "01a07dac-2067-7174-9a01-65ec211d017d", "title": "REFACTOR-VLA: Unsupervised Library Learning of Typed Motor Programs", "url": "https://machinelearning.apple.com/research/refactor-vla-motor-programs", "published_at": "2026-09-02T00:00:00+00:00" }, { "id": "01a07dac-2067-7174-9a01-65ec2188ef2d", "title": "LLMs Are Not (Consistently) Bayesian: Quantifying Internal (In)consistencies of LLMs’ Probabilistic Beliefs", "url": "https://machinelearning.apple.com/research/llms-not-consistently-bayesian", "published_at": "2026-08-28T00:00:00+00:00" }, { "id": "01a07dac-2067-7174-9a01-65ec21e9caf4", "title": "Agent Seer: Synthesizing Scenarios from Specification Understanding", "url": "https://machinelearning.apple.com/research/agent-seer-synthesizing-scenarios", "published_at": "2026-08-28T00:00:00+00:00" }, { "id": "01a07dac-2067-7174-9a01-65ec22dfc92a", "title": "From Preferences to Principles: Rubric-Based Alignment for Grounded Knowledge Answers", "url": "https://machinelearning.apple.com/research/rubric-based-alignment", "published_at": "2026-08-27T00:00:00+00:00" }, { "id": "01a07dac-2067-7174-9a01-65ec23003616", "title": "PROOF-Gen: From Optimized Data to Better Distillation", "url": "https://machinelearning.apple.com/research/proof-gen-optimized-distillation", "published_at": "2026-08-26T00:00:00+00:00" }, { "id": "01a07dac-2067-7174-9a01-65ec23d7c3df", "title": "IDEA Prune: An Integrated Enlarge-and-Prune Pipeline in Generative Language Model Pretraining", "url": "https://machinelearning.apple.com/research/idea-prune-pipeline", "published_at": "2026-08-26T00:00:00+00:00" }, { "id": "01a07dac-2067-7174-9a01-65ec247d183f", "title": "Luce: Relightable Gaussians for 3D Asset Generation", "url": "https://machinelearning.apple.com/research/relightable-gaussians-3d-generation", "published_at": "2026-08-26T00:00:00+00:00" }, { "id": "01a07dac-2067-7174-9a01-65ec2554798b", "title": "STARFlow2: Bridging Language Models and Normalizing Flows for Unified Multimodal Generation", "url": "https://machinelearning.apple.com/research/starflow2-multimodal-generation", "published_at": "2026-08-25T00:00:00+00:00" }, { "id": "01a07dac-2067-7174-9a01-65ec262162d1", "title": "Beyond Visual CoT: Internalized Visual Thinking for Proactive Video Reasoning", "url": "https://machinelearning.apple.com/research/internalized-visual-thinking", "published_at": "2026-08-24T00:00:00+00:00" }, { "id": "01a07dac-2067-7174-9a01-65ec2656a4ad", "title": "Multilingual Knowledge Transfer under Data Constraints via Lexical Interventions", "url": "https://machinelearning.apple.com/research/multilingual-knowledge-transfer-lexical-interventions", "published_at": "2026-08-20T00:00:00+00:00" } ] posts Claim your blog
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Apple Machine Learning Research

machinelearning.apple.com

2026

Compressing Streaming Neural Audio Encoders via Latent-Space Distillationoriginal ↗
24 Sept 2026
A Practical Recipe for Semi-Supervised Federated ASR: Online Pseudo-Labels with Server Update Stabilizationoriginal ↗
24 Sept 2026
How to Guide Your Language Floworiginal ↗
23 Sept 2026
Dynamically Scaled Activation Steeringoriginal ↗
18 Sept 2026
REVERSAL-BENCH: A Reversibility Axis and Reset Oracle for Measuring the Reset-Free RL Clifforiginal ↗
17 Sept 2026
Shared Selective Persistent Memory for Agentic LLM Systemsoriginal ↗
16 Sept 2026
Glyph: A Multi-Strategy Agentic System for Column Description and Sensitivity-Ontology Tagging of Enterprise Data Catalogsoriginal ↗
16 Sept 2026
DACA-GRPO: Denoising-Aware Credit Assignment for Reinforcement Learning in Diffusion Language Modelsoriginal ↗
16 Sept 2026
Trajectory as the Teacher: Few-Step Discrete Flow Matching via Energy-Navigated Distillationoriginal ↗
16 Sept 2026
How Value Induction Reshapes LLM Behaviouroriginal ↗
16 Sept 2026
DiscoSign: Discourse-Aware Text to Sign Language Gloss Translationoriginal ↗
11 Sept 2026
Putting Captions to the Test: Evaluating Video Caption Quality through Multiple-Choice Question Answeringoriginal ↗
11 Sept 2026
SimpleDesign: A Joint Model for Protein Sequence and Structure Codesignoriginal ↗
11 Sept 2026
REFACTOR-VLA: Unsupervised Library Learning of Typed Motor Programsoriginal ↗
2 Sept 2026
LLMs Are Not (Consistently) Bayesian: Quantifying Internal (In)consistencies of LLMs’ Probabilistic Beliefsoriginal ↗
28 Aug 2026
Agent Seer: Synthesizing Scenarios from Specification Understandingoriginal ↗
28 Aug 2026
From Preferences to Principles: Rubric-Based Alignment for Grounded Knowledge Answersoriginal ↗
27 Aug 2026
PROOF-Gen: From Optimized Data to Better Distillationoriginal ↗
26 Aug 2026
IDEA Prune: An Integrated Enlarge-and-Prune Pipeline in Generative Language Model Pretrainingoriginal ↗
26 Aug 2026
Luce: Relightable Gaussians for 3D Asset Generationoriginal ↗
26 Aug 2026
STARFlow2: Bridging Language Models and Normalizing Flows for Unified Multimodal Generationoriginal ↗
25 Aug 2026
Beyond Visual CoT: Internalized Visual Thinking for Proactive Video Reasoningoriginal ↗
24 Aug 2026
Multilingual Knowledge Transfer under Data Constraints via Lexical Interventionsoriginal ↗
20 Aug 2026