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Yifan Peng

  1. MIMIC-CXR-JPG, a large publicly available database of labeled chest radiographs
    2019/01/21 by Alistair E. W. Johnson, Tom Pollard, Johnson, Alistair E. W. +17 · 59 citations
    Medicine · #COVID-19 diagnosis using AI #Radiomics and Machine Learning in Medical Imaging #Lung Cancer Diagnosis and Treatment
  2. Transfer Learning in Biomedical Natural Language Processing: An Evaluation of BERT and ELMo on Ten Benchmarking Datasets
    2019/06/13 by Yifan Peng, Peng, Yifan, Shankai Yan +3 · 17 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Natural Language Processing Techniques #Biomedical Text Mining and Ontologies
  3. End-to-end optimization of optics and image processing for achromatic extended depth of field and super-resolution imaging
    2018/07/30 by Vincent Sitzmann, Steven Diamond, Yifan Peng +5 · 8 citations
  4. A Framework for Human Evaluation of Large Language Models in Healthcare Derived from Literature Review
    2024/05/04 by Thomas Yu Chow Tam, Sonish Sivarajkumar, Tam, Thomas Yu Chow +27 · 23 citations
    Health Professions · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare #Computation and Language (cs.CL) #FOS: Computer and information sciences
  5. Dynamic-SUPERB: Towards A Dynamic, Collaborative, and Comprehensive Instruction-Tuning Benchmark for Speech
    2023/09/18 by Chien‐Yu Huang, Ke-Han Lu, Huang, Chien-yu +27 · 20 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #Topic Modeling #electronic engineering #information engineering
  6. E-Branchformer: Branchformer with Enhanced merging for speech recognition
    2022/09/30 by Kwangyoun Kim, Kim, Kwangyoun, Felix F. Wu +11 · 15 citations
    Computer Science · #Speech Recognition and Synthesis #Speech and Audio Processing #Music and Audio Processing
  7. Branchformer: Parallel MLP-Attention Architectures to Capture Local and Global Context for Speech Recognition and Understanding
    2022/07/06 by Yifan Peng, Siddharth Dalmia, Peng, Yifan +5 · 11 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  8. TieNet: Text-Image Embedding Network for Common Thorax Disease Classification and Reporting in Chest X-rays
    2018/01/12 by Xiaosong Wang, Yifan Peng, Wang, Xiaosong +7 · 7 citations
    Medicine · Computer Science · #COVID-19 diagnosis using AI #Topic Modeling #Radiomics and Machine Learning in Medical Imaging
  9. On The Landscape of Spoken Language Models: A Comprehensive Survey
    2025/04/11 by Siddhant Arora, Arora, Siddhant, Kai‐Wei Chang +17 · 37 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and dialogue systems #electronic engineering #information engineering
  10. Towards Robust Speech Representation Learning for Thousands of Languages
    2024/06/30 by William Chen, Wangyou Zhang, Chen, William +17 · 15 citations
    Computer Science · #Speech Recognition and Synthesis #Natural Language Processing Techniques #Speech and dialogue systems
  11. SpeechLMScore: Evaluating speech generation using speech language model
    2022/12/08 by Soumi Maiti, Maiti, Soumi, Yifan Peng +5 · 8 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #Speech and dialogue systems #electronic engineering #information engineering
  12. Reproducing Whisper-Style Training Using an Open-Source Toolkit and Publicly Available Data
    2023/09/25 by Yifan Peng, Peng, Yifan, Jinchuan Tian +29 · 9 citations
    Computer Science · #Speech Recognition and Synthesis #Topic Modeling #Natural Language Processing Techniques
  13. An Empirical Study of Multi-Task Learning on BERT for Biomedical Text Mining
    2020/05/06 by Yifan Peng, Peng, Yifan, Qingyu Chen +3 · 4 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  14. Characterizing the Dilemma of Performance and Index Size in Billion-Scale Vector Search and Breaking It with Second-Tier Memory
    2024/05/06 by Rongxin Cheng, Yifan Peng, Cheng, Rongxin +11 · 5 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Neural Networks and Applications
  15. OWLS: Scaling Laws for Multilingual Speech Recognition and Translation Models
    2025/02/14 by William Chen, Chen, William, Jinchuan Tian +9 · 9 citations
    Computer Science · #Speech Recognition and Synthesis
  16. OWSM v4: Improving Open Whisper-Style Speech Models via Data Scaling and Cleaning
    2025/05/31 by Yifan Peng, Shakeel Muhammad, Peng, Yifan +11 · 13 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
  17. Reducing Barriers to Self-Supervised Learning: HuBERT Pre-training with Academic Compute
    2023/06/11 by William Chen, Chen, William, Xuankai Chang +9 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling #electronic engineering #information engineering
  18. An empirical study of using radiology reports and images to improve ICU mortality prediction
    2023/06/20 by Mingquan Lin, Song Wang, Lin, Mingquan +9 · 3 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computation and Language (cs.CL) #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) #Machine Learning in Healthcare #electronic engineering #information engineering
  19. Pneumonia Detection on Chest X-ray using Radiomic Features and Contrastive Learning
    2021/01/12 by Yan Han, Chongyan Chen, Han, Yan +7 · 2 citations
    Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Lung Cancer Diagnosis and Treatment #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
  20. Improving BERT Model Using Contrastive Learning for Biomedical Relation Extraction
    2021/04/28 by Peng Su, Su, Peng, Yifan Peng +3 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  21. UniverSLU: Universal Spoken Language Understanding for Diverse Tasks with Natural Language Instructions
    2023/10/04 by Siddhant Arora, Arora, Siddhant, Hayato Futami +13 · 3 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and dialogue systems #Topic Modeling #electronic engineering #information engineering
  22. Contextualized Automatic Speech Recognition with Dynamic Vocabulary
    2024/05/22 by Yui Sudo, Yosuke Fukumoto, Y. Fukumoto +8 · 1 voice · 2 citations
    Computer Science · #Speech Recognition and Synthesis
  23. On the Effects of Heterogeneous Data Sources on Speech-to-Text Foundation Models
    2024/06/13 by Jinchuan Tian, Yifan Peng, Tian, Jinchuan +9 · 3 citations
    Computer Science · #Speech Recognition and Synthesis #Natural Language Processing Techniques
  24. A deep learning approach for automated detection of geographic atrophy\n from color fundus photographs
    2019/06/07 by Tiarnán D L Keenan, Keenan, Tiarnan D., Shazia Dharssi +13 · 1 citation
    Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Glaucoma and retinal disorders #Image and Video Processing (eess.IV) #Retinal Diseases and Treatments #Retinal Imaging and Analysis #electronic engineering #information engineering
  25. MULAN: Multitask Universal Lesion Analysis Network for Joint Lesion\n Detection, Tagging, and Segmentation
    2019/08/12 by Ke Yan, Yan, Ke, Youbao Tang +10 · 1 citation
    Computer Science · Engineering · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging
  26. Knowledge-Augmented Contrastive Learning for Abnormality Classification and Localization in Chest X-rays with Radiomics using a Feedback Loop
    2021/04/11 by Han Yan, Chongyan Chen, Han, Yan +11 · 1 citation
    Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Lung Cancer Diagnosis and Treatment #Radiomics and Machine Learning in Medical Imaging
  27. Improving Joint Learning of Chest X-Ray and Radiology Report by Word Region Alignment
    2021/09/04 by Zhanghexuan Ji, Ji, Zhanghexuan, Mohammad Abuzar Shaikh +9 · 1 citation
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computation and Language (cs.CL) #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) #Multimodal Machine Learning Applications #Topic Modeling #electronic engineering #information engineering
  28. SCALP -- Supervised Contrastive Learning for Cardiopulmonary Disease Classification and Localization in Chest X-rays using Patient Metadata
    2021/10/27 by Ajay Jaiswal, Jaiswal, Ajay, Tianhao Li +11 · 1 citation
    Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Lung Cancer Diagnosis and Treatment #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
  29. OpusLM: A Family of Open Unified Speech Language Models
    2025/06/21 by Jinchuan Tian, William Chen, Tian, Jinchuan +21 · 6 citations
    Computer Science · #Speech Recognition and Synthesis #Topic Modeling #Natural Language Processing Techniques
  30. ESPnet-SDS: Unified Toolkit and Demo for Spoken Dialogue Systems
    2025/03/11 by Siddhant Arora, Arora, Siddhant, Yifan Peng +21 · 1 voice · 3 citations
    Computer Science · #Speech and dialogue systems #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques
  31. Radiology Text Analysis System (RadText): Architecture and Evaluation
    2022/03/19 by Song Wang, Wang, Song, Mingquan Lin +9 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Natural Language Processing Techniques #Signal Processing (eess.SP) #Systems and Control (eess.SY) #Topic Modeling #electronic engineering #information engineering
  32. ESPnet-SpeechLM: An Open Speech Language Model Toolkit
    2025/02/21 by Jinchuan Tian, Jiatong Shi, Tian, Jinchuan +29 · 5 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Natural Language Processing Techniques #Sound (cs.SD) #Speech and dialogue systems #electronic engineering #information engineering
  33. Less Likely Brainstorming: Using Language Models to Generate Alternative Hypotheses
    2023/05/30 by Liyan Tang, Yifan Peng, Tang, Liyan +9 · 1 citation
    Computer Science · Medicine · #Topic Modeling #Artificial Intelligence in Healthcare and Education #Natural Language Processing Techniques
  34. Tensor Density Estimator by Convolution-Deconvolution
    2024/12/25 by Yifan Peng, Peng, Yifan, Siyao Yang +5 · 3 citations
    Computer Science · Engineering · Mathematics · #15A69 #62Gxx #Advanced SAR Imaging Techniques #Computational Physics and Python Applications #FOS: Mathematics #Numerical Analysis (math.NA) #Tensor decomposition and applications
  35. ESPnet-SLU: Advancing Spoken Language Understanding through ESPnet
    2021/11/29 by Siddhant Arora, Siddharth Dalmia, Arora, Siddhant +23 · 1 citation
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Natural Language Processing Techniques #Sound (cs.SD) #Speech and dialogue systems #Topic Modeling #electronic engineering #information engineering
  36. Joint Beam Search Integrating CTC, Attention, and Transducer Decoders
    2024/06/05 by Yui Sudo, Muhammad Shakeel, Sudo, Yui +11 · 2 citations
    Engineering · Physics and Astronomy · #Advanced Radiotherapy Techniques #Advancements in Photolithography Techniques #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
  37. Learned Scanpaths Aid Blind Panoramic Video Quality Assessment
    2024/03/30 by Kanglong Fan, Wen Wen, Fan, Kanglong +7 · 1 citation
    Computer Science · #Advanced Vision and Imaging #Video Surveillance and Tracking Methods #Visual Attention and Saliency Detection
  38. Multi-Convformer: Extending Conformer with Multiple Convolution Kernels
    2024/07/04 by Prabhu, Darshan, Yifan Peng, Preethi Jyothi +4 · 1 citation
    Computer Science · #Neural Networks and Applications #Image and Signal Denoising Methods
  39. Deep learning for extracting protein-protein interactions from biomedical literature
    2017/06/05 by Yifan Peng, Peng, Yifan, Zhiyong Lu +1 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Quantitative Methods (q-bio.QM) #Topic Modeling
  40. VoiceTextBlender: Augmenting Large Language Models with Speech Capabilities via Single-Stage Joint Speech-Text Supervised Fine-Tuning
    2024/10/23 by Yifan Peng, Krishna C. Puvvada, Peng, Yifan +17 · 1 citation
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling #electronic engineering #information engineering
  41. Entry-level guide to the use of large language models for medical research
    2024/10/24 by Qiao Jin, Nicholas Wan, Jin, Qiao +43 · 1 voice · 1 citation
    Computer Science · Economics, Econometrics and Finance · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Health Systems, Economic Evaluations, Quality of Life #Machine Learning in Healthcare
  42. Evaluating Multi-Turn Multimodal Diagnostic Reasoning on Challenging Real-World Clinical Cases
    2026/07/28 by Rui Yang, Weihao Xuan, Yi Lin +23
    #cs.CL #cs.AI
  43. MonteRET: AI Agent Enhancing Multimodal LLMs with Multi-granularity Knowledge Retrieval for Chest CT Report Generation
    2026/07/15 by Yi Lin, Yihao Ding, Elana Benishay +8
    #cs.CV #cs.CL