vix.ing · top · new · best · stats · spec

Hongxia Jin

  1. Language model compression with weighted low-rank factorization
    2022/06/30 by Yen-Chang Hsu, Hsu, Yen-Chang, Hua Ting +9 · 44 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  2. Generalized ODIN: Detecting Out-of-distribution Image without Learning from Out-of-distribution Data
    2020/02/26 by Yen-Chang Hsu, Hsu, Yen-Chang, Yilin Shen +5 · 31 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
  3. ESC: Exploration with Soft Commonsense Constraints for Zero-shot Object Navigation
    2023/01/30 by Kaiwen Zhou, Zhou, Kaiwen, Kaizhi Zheng +11 · 33 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #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 #Robotics (cs.RO)
  4. AlpaGasus: Training A Better Alpaca with Fewer Data
    2023/07/17 by Lichang Chen, Shiyang Li, Chen, Lichang +19 · 33 citations
    Computer Science · #Video Analysis and Summarization
  5. Backdooring Instruction-Tuned Large Language Models with Virtual Prompt Injection
    2023/07/31 by Jun Yan, Yan, Jun, Vikas Yadav +15 · 33 citations
    Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Topic Modeling #Ferroelectric and Negative Capacitance Devices
  6. Token Fusion: Bridging the Gap between Token Pruning and Token Merging
    2023/12/02 by Minchul Kim, Shangqian Gao, Kim, Minchul +7 · 36 citations
    Computer Science · Medicine · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #COVID-19 diagnosis using AI
  7. Always Be Dreaming: A New Approach for Data-Free Class-Incremental Learning
    2021/06/17 by James Smith, Yen-Chang Hsu, Smith, James +9 · 11 citations
    Computer Science · Medicine · #COVID-19 diagnosis using AI #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
  8. Differentially Private k-Means Clustering
    2015/04/22 by Dong Su, Jianneng Cao, Su, Dong +7 · 2 citations
    Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Mobile Crowdsensing and Crowdsourcing #Privacy-Preserving Technologies in Data
  9. Negative Data Augmentation
    2021/02/09 by Abhishek Sinha, Sinha, Abhishek, Kumar Ayush +9 · 2 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  10. CWCL: Cross-Modal Transfer with Continuously Weighted Contrastive Loss
    2023/09/26 by Rakshith Sharma Srinivasa, Srinivasa, Rakshith Sharma, Jaejin Cho +11 · 3 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #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
  11. DISP-LLM: Dimension-Independent Structural Pruning for Large Language Models
    2024/10/15 by Shangqian Gao, Gao, Shangqian, Lin, Chi-Heng +9 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  12. Continual Diffusion with STAMINA: STack-And-Mask INcremental Adapters
    2023/11/30 by Yen-Chang Hsu, Smith, James Seale, Hsu, Yen-Chang +6 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Fetal and Pediatric Neurological Disorders #Machine Learning (cs.LG)
  13. DynaMo: Accelerating Language Model Inference with Dynamic Multi-Token Sampling
    2024/05/01 by Shikhar Tuli, Chi-Heng Lin, Tuli, Shikhar +9 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  14. ISEEQ: Information Seeking Question Generation using Dynamic Meta-Information Retrieval and Knowledge Graphs
    2021/12/12 by Manas Gaur, Kalpa Gunaratna, Gaur, Manas +5 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Topic Modeling
  15. A Closer Look at Knowledge Distillation with Features, Logits, and Gradients
    2022/03/18 by Yen-Chang Hsu, James Smith, Hsu, Yen-Chang +7 · 1 citation
    Computer Science · #Domain Adaptation and Few-Shot Learning #Neural Networks and Applications #Gaussian Processes and Bayesian Inference
  16. GOHSP: A Unified Framework of Graph and Optimization-based Heterogeneous Structured Pruning for Vision Transformer
    2023/01/13 by Miao Yin, Burak Uzkent, Yin, Miao +7 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Visual Attention and Saliency Detection
  17. The larval saliva of an endoparasitic wasp, Pteromalus puparum, suppresses host immunity
    2022/08/01 by Jiamin Shi, Hongxia Jin, Fang Wang +4 · 1 citation
  18. FlexiGPT: Pruning and Extending Large Language Models with Low-Rank Weight Sharing
    2025/01/24 by Smith, James Seale, Shikhar Tuli, Lin, Chi-Heng +11 · 2 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis