Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
Sparse Gaussian Processes: Structured Approximations and Power-EP RevisitedGoogle DeepMind · neural information processing systemsJan 1, 2025Let the LLM Stick to Its Strengths: Learning to Route Economical LLMAlibaba · neural information processing systemsJan 1, 2025The World Is Bigger! A Computationally-Embedded Perspective on the Big World HypothesisGoogle DeepMind · neural information processing systemsJan 1, 2025Consensus-Robust Transfer Attacks via Parameter and Representation PerturbationsMicrosoft · neural information processing systemsJan 1, 2025DAAC: Discrepancy-Aware Adaptive Contrastive Learning for Medical Time seriesTechnology Innovation Institute · neural information processing systemsJan 1, 2025RANK++LETR: Learn to Rank and Optimize Candidates for Line Segment DetectionMicrosoft · neural information processing systemsJan 1, 2025IBGS: Image-Based Gaussian SplattingNVIDIA · neural information processing systemsJan 1, 2025EPFL-Smart-Kitchen: An Ego-Exo Multi-Modal Dataset for Challenging Action and Motion Understanding in Video-Language ModelsMicrosoft · neural information processing systemsJan 1, 2025DEAL: Diffusion Evolution Adversarial Learning for Sim-to-Real TransferMicrosoft · neural information processing systemsJan 1, 2025The end of Coding: Predicting a Post-Code World with AI-Native Software DevelopmentAlphabet · International Conference on Interdisciplinary Research in Science, Engineering, and TechnologyJan 1, 2025ELR-1000: A Community-Generated Dataset for Endangered Indic Indigenous LanguagesMicrosoft · International Joint Conference on Natural Language Processing and Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics (IJCNLP-AACL)Jan 1, 2025DoubleDipper: Recycling Contexts for Efficient and Attributed In-Context LearningAlphabet, Google DeepMind · International Joint Conference on Natural Language Processing and Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics (IJCNLP-AACL)Jan 1, 2025Item-Language Model: Improving Large Language Model for Recommendation via Item-Language Representation LearningAlphabet · International Joint Conference on Natural Language Processing and Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics (IJCNLP-AACL)Jan 1, 2025GeoSAFE - A Novel Geospatial Artificial Intelligence Safety Assurance Framework and Evaluation for LLM ModerationNVIDIA · International Joint Conference on Natural Language Processing and Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics (IJCNLP-AACL)Jan 1, 2025Improving Multilingual Capabilities with Cultural and Local Knowledge in Large Language Models While Enhancing Native PerformanceCohere · International Joint Conference on Natural Language Processing and Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics (IJCNLP-AACL)Jan 1, 2025DSBC : Data Science task Benchmarking with Context engineeringCohere · International Joint Conference on Natural Language Processing and Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics (IJCNLP-AACL)Jan 1, 2025Exploration and Practice of the "Industry-Education Integration · Four-Stage Progressive" Talent Training Model for Applied Artificial Intelligence ProfessionalsiFlytek · Entrepreneurship and InnovationJan 1, 2025Rolling Upgrades, Zero Downtime: Modernizing SAP Infrastructure with Intelligent AutomationMicrosoft · International Journal of Engineering & Extended Technologies ResearchJan 1, 2025Image Restoration Through Inversion by Direct Iteration (InDI)Alphabet · Imaging and Applied OpticsJan 1, 2025Predicting Visible Differences in Virtual and Augmented RealityMeta · Imaging and Applied OpticsJan 1, 2025Infinitely Divisible Noise for Differential Privacy: Nearly Optimal Error in the High $\varepsilon$ RegimeAlphabet · arXiv (Cornell University)Jan 1, 2025A Randomized Rounding Approach for DAG Edge DeletionMicrosoft · arXiv (Cornell University)Jan 1, 2025Entropy2Vec: Crosslingual Language Modeling Entropy as End-to-End Learnable Language RepresentationsCohere · Workshop on Multilingual Representation Learning (MRL)Jan 1, 2025Optimal Mistake Bounds for Transductive Online LearningAlphabet · neural information processing systemsJan 1, 2025A Unified Approach to Submodular Maximization Under NoiseAlphabet · neural information processing systemsJan 1, 2025