An Evaluation of Large-scale Methods for Image Instance and Class Discovery. - Matthijs Douze; Hervé Jégou; Jeff Johnson 004 (ACM Multimedia (Thematic Workshops), 2017)

Billion-Scale Similarity Search with GPUs. - Jeff Johnson 004; Matthijs Douze; Hervé Jégou (IEEE Trans. Big Data, 2021)

GPU-based Private Information Retrieval for On-Device Machine Learning Inference. - Maximilian Lam; Jeff Johnson 004; Wenjie Xiong 001; Kiwan Maeng; Udit Gupta; Yang Li 183; Liangzhen Lai; Ilias Leontiadis; Minsoo Rhu; Hsien-Hsin S. Lee; Vijay Janapa Reddi; Gu-Yeon Wei; et al. (ASPLOS (1), 2024)

Generative AI Beyond LLMs: System Implications of Multi-Modal Generation. - Alicia Golden; Samuel Hsia; Fei Sun; Bilge Acun; Basil Hosmer; Yejin Lee 010; Zachary DeVito; Jeff Johnson 004; Gu-Yeon Wei; David Brooks 001; Carole-Jean Wu (ISPASS, 2024)

The Faiss library. - Matthijs Douze; Alexandr Guzhva; Chengqi Deng; Jeff Johnson 004; Gergely Szilvasy; Pierre-Emmanuel Mazaré; Maria Lomeli; Lucas Hosseini; Hervé Jégou (CoRR, 2024)

Is Flash Attention Stable? - Alicia Golden; Samuel Hsia; Fei Sun; Bilge Acun; Basil Hosmer; Yejin Lee 010; Zachary DeVito; Jeff Johnson 004; Gu-Yeon Wei; David Brooks 001; Carole-Jean Wu (CoRR, 2024)