Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
Hadamard Product in Deep Learning: Introduction, Advances and ChallengesGoogle DeepMind · IEEE Transactions on Pattern Analysis and Machine Intelligence35 citationsApr 15, 2025MIST: A Co-Design Framework for Heterogeneous, Multi-Stage LLM InferenceGoogle DeepMind · arXiv (Cornell University)1 citationApr 14, 2025RLPF: Reinforcement Learning from Prediction Feedback for User Summarization with LLMsGoogle DeepMind · Proceedings of the AAAI Conference on Artificial Intelligence2 citationsApr 11, 2025Robust Multi-Objective Preference Alignment with Online DPOAlphabet, Google DeepMind · Proceedings of the AAAI Conference on Artificial Intelligence2 citationsApr 11, 2025Differentially Private Prototypes for Imbalanced Transfer LearningGoogle DeepMind · Proceedings of the AAAI Conference on Artificial Intelligence1 citationApr 11, 2025General Uncertainty Estimation with Delta VariancesGoogle DeepMind · Proceedings of the AAAI Conference on Artificial Intelligence1 citationApr 11, 2025Bridging Algorithmic Information Theory and Machine Learning: Clustering, density estimation, Kolmogorov complexity-based kernels, and kernel learning in unsupervised learningGoogle DeepMind · Physica D Nonlinear Phenomena6 citationsApr 10, 2025Inexact Unlearning Needs More Careful Evaluations to Avoid a False Sense of PrivacyGoogle DeepMind · IEEE Conference on Secure and Trustworthy Machine Learning (SaTML)13 citationsApr 9, 2025Locking Machine Learning Models into HardwareAlphabet, Google DeepMind · IEEE Conference on Secure and Trustworthy Machine Learning (SaTML)2 citationsApr 9, 2025Avoiding Pitfalls for Privacy Accounting of Subsampled Mechanisms Under CompositionGoogle DeepMind · IEEE Conference on Secure and Trustworthy Machine Learning (SaTML)1 citationApr 9, 2025Synthetic Data Generation & Multi-Step RL for Reasoning & Tool UseGoogle DeepMind · arXiv (Cornell University)Apr 7, 2025Systematic Evaluation of Large Vision-Language Models for Surgical Artificial IntelligenceGoogle DeepMind · arXiv (Cornell University)2 citationsApr 3, 2025NLP verification: towards a general methodology for certifying robustnessGoogle DeepMind · European Journal of Applied Mathematics4 citationsApr 2, 2025Bridging the human–AI knowledge gap through concept discovery and transfer in AlphaZeroGoogle DeepMind · Proceedings of the National Academy of Sciences15 citationsMar 26, 2025CamCtrl3D: Single-Image Scene Exploration with Precise 3D Camera ControlGoogle DeepMind · International Conference on 3D Vision (3DV)5 citationsMar 25, 2025Quantum circuit optimization with AlphaTensorGoogle DeepMind · Nature Machine Intelligence37 citationsMar 20, 2025SocialJax: An Evaluation Suite for Multi-agent Reinforcement Learning in Sequential Social DilemmasGoogle DeepMind · arXiv (Cornell University)Mar 18, 2025Verbosity Tradeoffs and the Impact of Scale on the Faithfulness of LLM Self-ExplanationsGoogle DeepMind · arXiv (Cornell University)Mar 17, 2025Gaussian DP for Reporting Differential Privacy Guarantees in Machine LearningGoogle DeepMind · arXiv (Cornell University)Mar 13, 2025Towards Sub-millisecond Latency Real-Time Speech Enhancement Models on HearablesAlphabet, Google DeepMind · IEEE International Conference on Acoustics Speech and Signal Processing6 citationsMar 12, 2025SimulTron: On-Device Simultaneous Speech to Speech TranslationAlphabet, Google DeepMind · IEEE International Conference on Acoustics Speech and Signal Processing2 citationsMar 12, 2025Recycling Scraps: Improving Private Learning by Leveraging Checkpoints]{Recycling Scraps: Improving Private Learning by Leveraging CheckpointsAlphabet, Google DeepMind, OpenAI · Proceedings on Privacy Enhancing TechnologiesMar 7, 2025Unsupervised Video Highlight Detection by Learning from Audio and Visual RecurrenceGoogle DeepMind · IEEE Winter Conference on Applications of Computer Vision8 citationsFeb 26, 2025Learning Visual Grounding from Generative Vision and Language ModelGoogle DeepMind · IEEE Winter Conference on Applications of Computer Vision8 citationsFeb 26, 2025EgoCast: Forecasting Egocentric Human Pose in the WildGoogle DeepMind · IEEE Winter Conference on Applications of Computer Vision3 citationsFeb 26, 2025