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Apple machine learning teams are engaged in state of the art research in machine learning and artificial intelligence. Learn about the latest advancements.

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Multilingual Knowledge Transfer under Data Constraints via Lexical Interventions
August 20th, 2026•machinelearning.apple.com
Scaling Laws for Mixture Pretraining Under Data Constraints
August 20th, 2026•machinelearning.apple.com
Progressive Refinement: An Iterative Pseudo-Labeling Approach for Mandarin-English Code-Switching ASR
August 20th, 2026•machinelearning.apple.com
A Specialized Semismooth Newton Method for Kernel-Based Optimal Transport
August 18th, 2026•machinelearning.apple.com
GRPO Beyond English: A Large-Scale Study of GRPO in Non-English and Multilingual Settings
August 18th, 2026•machinelearning.apple.com
MVICAD2: Multi-View Independent Component Analysis with Delays and Dilations
August 18th, 2026•machinelearning.apple.com
When Unlearning Is Free: Leveraging Low Influence Points to Reduce Computational Costs
August 13th, 2026•machinelearning.apple.com
Scaling Categorical Flow Maps
August 7th, 2026•machinelearning.apple.com
Arbitrage: Efficient Reasoning via Advantage-Aware Speculation
August 7th, 2026•machinelearning.apple.com
Beyond Next-Token Prediction: A Performance Characterization of Diffusion versus Autoregressive Language Models
August 7th, 2026•machinelearning.apple.com
DeepAmbigQA: Ambiguous Multi-hop Questions for Benchmarking LLM Answer Completeness
August 6th, 2026•machinelearning.apple.com
Locking Pretrained Weights via Deep Low-Rank Residual Distillation
August 6th, 2026•machinelearning.apple.com
Taming Outlier Tokens in Diffusion Transformers
August 5th, 2026•machinelearning.apple.com
Understanding Alignment in Multimodal LLMs: A Comprehensive Study
August 3rd, 2026•machinelearning.apple.com
Dimensionality Reduction Meets Network Science: Sensemaking on UMAP’s kNN Graph
July 30th, 2026•machinelearning.apple.com
MoMo: Dial Motion Mode in Robot Manipulation with Spatiotemporal Action Tokenization
July 30th, 2026•machinelearning.apple.com
Memory Efficient Audio Synthesis with Decoupled Temporal Depth Diffusion Transformers
July 28th, 2026•machinelearning.apple.com
GH-ESD: Grounded Hypothesis-Driven Error Slice Discovery for Instance-Level Vision Tasks
July 27th, 2026•machinelearning.apple.com
LEAD: Breaking the No-Recovery Bottleneck in Long-Horizon Reasoning
July 24th, 2026•machinelearning.apple.com
Environment-free Synthetic Data Generation for API-Calling Agents
July 21st, 2026•machinelearning.apple.com