Publications

Our teams aspire to make discoveries that impact everyone, and core to our approach is sharing our research and tools to fuel progress in the field.

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Our teams aspire to make discoveries that impact everyone, and core to our approach is sharing our research and tools to fuel progress in the field.

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1 - 15 of 10429 publications
    SSDTrain: Faster Large Language Model Training Using SSD-Based Activation Offloading
    Kun Wu
    Jeongmin Brian Park
    Xiaofan Zhang
    Mert Hidayetoğlu
    Vikram Sharma Mailthody
    Sitao Huang
    Steven Lumetta
    Wen-mei Hwu
    Design Automation Conference (DAC) (2025)
    Avoid global outages by partitioning cloud applications to reduce blast radius
    Karan Anand
    https://cloud.google.com/ (2025)
    Scalable Private Partition Selection via Adaptive Weighting
    Morteza Zadimoghaddam
    Alessandro Epasto
    Justin Y. Chen
    Vincent Cohen-Addad
    Forty-second International Conference on Machine Learning (2025)
    Reasoning-SQL: Reinforcement Learning with Partial Rewards for Reasoning-Enhanced Text-to-SQL
    Mohammadreza Pourreza
    Shayan Talaei
    Ruoxi Sun
    Xingchen Wan
    Hailong Li
    Azalia Mirhoseini
    Amin Saberi
    Sercan Arik
    Conference on Language Modeling (COLM) (2025) (to appear)
    Mind the GAP: Geometry Aware Passthrough Mitigates Cybersickness
    Trishia Chemaly
    Mohit Goyal
    Francis Duan
    Vrushank Phadnis
    Sakar Khattar
    Bjorn Vlaskamp
    Ace Kulshrestha
    Eric Turner
    Aveek Purohit
    Greg Neiswander
    Konstantine Tsotsos
    2025
    Perceptual Evaluation of a Mix Presentation for Immersive Audio with IAMF
    Carlos Tejeda-Ocampo
    Toni Hirvonen
    Ema Souza-Blanes
    Mahmoud Namazi
    Jan Skoglund
    AES 158th Convention of the Audio Engineering Society (2025)
    Continuous Evaluation: Using CI Techniques For Experimentation At Scale
    Nilesh Jagnik
    (2025)
    Test-Time Visual In-Context Tuning
    Jiahao Xie
    Alessio Tonioni
    Nathalie Rauschmayr
    Federico Tombari
    Bernt Schiele
    2025
    Neural Speech and Audio Coding
    Jan Skoglund
    Minje Kim
    IEEE Signal Processing Magazine, 41 (2025), pp. 85-93
    Learning to Clarify: Multi-turn Conversations with Action-Based Contrastive Self-Training
    Max Chen
    Ruoxi Sun
    Tomas Pfister
    Sercan Arik
    2025
    Seamful AI for Creative Software Engineering
    Sarah Inman
    Ambar Murillo
    Sarah D'Angelo
    Adam Brown
    Collin Green
    IEEE Software (2025)
    Scaling Laws for Downstream Task Performance in Machine Translation
    Berivan Isik
    Natalia Ponomareva
    Hussein Hazimeh
    Dimitris Paparas
    Sergei Vassilvitskii
    Sanmi Koyejo
    International Conference on Learning Representations (ICLR) (2025) (to appear)
    Sufficient Context: A New Lens on Retrieval Augmented Generation Systems
    Hailey Joren
    Jianyi Zhang
    Chun-Sung Ferng
    Da-Cheng Juan
    Ankur Taly
    Cyrus Rashtchian
    International Conference on Learning Representations (ICLR) (2025)
    Anchored diffusion for video face reenactment
    Idan Kligvasser
    Regev Cohen
    George Leifman
    Ehud Rivlin
    Michael Elad
    2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (2025), pp. 4087-4097
    HueManity: Probing Fine-Grained Visual Perception in MLLMs
    Rynaa Grover
    Jayant Tamarapalli
    Sahiti Yerramilli
    Nilay Pande
    (2025)
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