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Apple's machine learning research blog: papers and on-device AI work.
Latest from Apple Research Blog
- RoboticsREFACTOR-VLA: Unsupervised Library Learning of Typed Motor Programs9 days ago
- AgentsAgent Seer: Synthesizing Scenarios from Specification Understanding14 days ago
- LLM & Text GenerationLLMs Are Not (Consistently) Bayesian: Quantifying Internal (In)consistencies of LLMs’ Probabilistic Beliefs14 days ago
- Machine LearningFrom Preferences to Principles: Rubric-Based Alignment for Grounded Knowledge Answers15 days ago
- Computer VisionLuce: Relightable Gaussians for 3D Asset Generation16 days ago
- LLM & Text GenerationIDEA Prune: An Integrated Enlarge-and-Prune Pipeline in Generative Language Model Pretraining16 days ago
- Machine LearningPROOF-Gen: From Optimized Data to Better Distillation16 days ago
- Machine LearningSTARFlow2: Bridging Language Models and Normalizing Flows for Unified Multimodal Generation17 days ago
- Video GenerationBeyond Visual CoT: Internalized Visual Thinking for Proactive Video Reasoning18 days ago
- Machine LearningProgressive Refinement: An Iterative Pseudo-Labeling Approach for Mandarin-English Code-Switching ASR22 days ago
- LLM & Text GenerationScaling Laws for Mixture Pretraining Under Data Constraints22 days ago
- LLM & Text GenerationMultilingual Knowledge Transfer under Data Constraints via Lexical Interventions22 days ago
- DevThe P-Completeness of Inverted Index Traversal: On the Complexity of Evaluating Boolean Query DAGs23 days ago
- LLM & Text GenerationExamining Human-Like Behaviors in LLMs: A Multi-Dimensional Analysis of Model Behaviors, User Factors, and System Prompts23 days ago
- Machine LearningA Specialized Semismooth Newton Method for Kernel-Based Optimal Transport24 days ago
- Machine LearningMVICAD2: Multi-View Independent Component Analysis with Delays and Dilations24 days ago
- LLM & Text GenerationGRPO Beyond English: A Large-Scale Study of GRPO in Non-English and Multilingual Settings24 days ago
- LLM & Text GenerationArbitrage: Efficient Reasoning via Advantage-Aware SpeculationAug 7, 2026
- Machine LearningBeyond Next-Token Prediction: A Performance Characterization of Diffusion versus Autoregressive Language ModelsAug 7, 2026
- LLM & Text GenerationScaling Categorical Flow MapsAug 7, 2026
- LLM & Text GenerationDeepAmbigQA: Ambiguous Multi-hop Questions for Benchmarking LLM Answer CompletenessAug 6, 2026
- Machine LearningLocking Pretrained Weights via Deep Low-Rank Residual DistillationAug 6, 2026
- Image GenerationTaming Outlier Tokens in Diffusion TransformersAug 5, 2026
- Machine LearningUnderstanding Alignment in Multimodal LLMs: A Comprehensive StudyAug 3, 2026
- RoboticsMoMo: Dial Motion Mode in Robot Manipulation with Spatiotemporal Action TokenizationJul 30, 2026
- Machine LearningDimensionality Reduction Meets Network Science: Sensemaking on UMAP’s kNN GraphJul 30, 2026
- Music & AudioMemory Efficient Audio Synthesis with Decoupled Temporal Depth Diffusion TransformersJul 28, 2026
- Computer VisionGH-ESD: Grounded Hypothesis-Driven Error Slice Discovery for Instance-Level Vision TasksJul 27, 2026