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Tajana Rosing

  1. SpotTune: Transfer Learning through Adaptive Fine-tuning
    2018/11/21 by Yunhui Guo, Guo, Yunhui, Abhishek Kumar +8 · 11 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications
  2. lmgame-Bench: How Good are LLMs at Playing Games?
    2025/05/21 by Lanxiang Hu, Hu, Lanxiang, Ming Huo +14 · 9 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Digital Rights Management and Security #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation
  3. SCALE: Online Self-Supervised Lifelong Learning without Prior Knowledge
    2022/08/24 by Xiaofan Yu, Yu, Xiaofan, Yunhui Guo +5 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
  4. TrimLLM: Progressive Layer Dropping for Domain-Specific LLMs
    2024/12/15 by Lanxiang Hu, Hu, Lanxiang, Tajana Rosing +3 · 1 voice · 1 citation
    Computer Science · #Advanced Data Storage Technologies #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.CL #cs.LG
  5. Efficient Open Modification Spectral Library Searching in High-Dimensional Space with Multi-Level-Cell Memory
    2024/05/04 by Keming Fan, Fan, Keming, Wei-Chen Chen +7 · 3 citations
    Biochemistry, Genetics and Molecular Biology · #DNA and Biological Computing #FOS: Computer and information sciences #Hardware Architecture (cs.AR)
  6. MemFHE: End-to-End Computing with Fully Homomorphic Encryption in Memory
    2022/04/26 by Saransh Gupta, Rosario Cammarota, Gupta, Saransh +3 · 1 citation
    Computer Science · #Cryptography and Data Security #Advanced Data Storage Technologies #Privacy-Preserving Technologies in Data
  7. Depthwise Convolution is All You Need for Learning Multiple Visual Domains
    2019/02/03 by Yunhui Guo, Yandong Li, Guo, Yunhui +7 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  8. Lifelong Intelligence Beyond the Edge using Hyperdimensional Computing
    2024/03/07 by Xiaofan Yu, Yu, Xiaofan, Anthony Thomas +7 · 2 citations
    Computer Science · Engineering · #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Parallel Computing and Optimization Techniques
  9. FSL-HDnn: A 5.7 TOPS/W End-to-end Few-shot Learning Classifier Accelerator with Feature Extraction and Hyperdimensional Computing
    2024/09/17 by Haichao Yang, Chang Eun Song, Yang, Haichao +15 · 2 citations
    Computer Science · Engineering · #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Photonic and Optical Devices
  10. RNSnet: In-Memory Neural Network Acceleration Using Residue Number System
    2018/11/01 by Sahand Salamat, Mohsen Imani, Saransh Gupta +1 · 1 voice
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #Parallel Computing and Optimization Techniques
  11. SensorQA: A Question Answering Benchmark for Daily-Life Monitoring
    2025/01/09 by B. Reichman, Xiaofan Yu, Reichman, Benjamin +13 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences
  12. RapidOMS: FPGA-based Open Modification Spectral Library Searching with HD Computing
    2024/09/20 by Sumukh Pinge, Pinge, Sumukh, Weihong Xu +9 · 3 citations
    Computer Science · Engineering · #CCD and CMOS Imaging Sensors #Distributed #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Neural Networks and Applications #Parallel #and Cluster Computing (cs.DC)
  13. Mem-Rec: Memory Efficient Recommendation System using Alternative Representation
    2023/05/12 by Gopi Krishna Jha, Jha, Gopi Krishna, A. W. Thomas +9 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Recommender Systems and Techniques #Text and Document Classification Technologies
  14. SpecPCM: A Low-power PCM-based In-Memory Computing Accelerator for Full-stack Mass Spectrometry Analysis
    2024/11/14 by Keming Fan, Fan, Keming, Ashkan Moradifirouzabadi +15 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Chemistry · Computer Science · #Advanced Data Storage Technologies #Advanced NMR Techniques and Applications #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Electrical engineering #Hardware Architecture (cs.AR) #Metabolomics and Mass Spectrometry Studies #Signal Processing (eess.SP) #electronic engineering #information engineering
  15. A Broader Study of Cross-Domain Few-Shot Learning
    2019/12/16 by Yunhui Guo, Guo, Yunhui, Noel Codella +13 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  16. Massively Parallel Open Modification Spectral Library Searching with Hyperdimensional Computing
    2022/11/15 by Jaeyoung Kang, Kang, Jaeyoung, Weihong Xu +5 · 1 citation
    Engineering · #Distributed #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Parallel #and Cluster Computing (cs.DC)
  17. TS-OOD: Evaluating Time-Series Out-of-Distribution Detection and Prospective Directions for Progress
    2025/02/21 by Onat Güngör, Amanda Rios, Gungor, Onat +5 · 1 citation
    Computer Science · Environmental Science · #Anomaly Detection Techniques and Applications #Air Quality Monitoring and Forecasting
  18. SAFE: Self-Supervised Anomaly Detection Framework for Intrusion Detection
    2025/02/10 by Elvin Li, Li, Elvin, Zhengli Shang +5 · 2 citations
    Computer Science · #Advanced Malware Detection Techniques #Anomaly Detection Techniques and Applications #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection