Yifan Peng

ORCID

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 250

Top Venues

CoRR

ICASSP

ACM Trans. Graph.

J. Am. Medical Informatics Assoc.

Publications

Jiayi Tong, Chongliang Luo, Yifei Sun, Rui Duan, M. Elle Saine, Lifeng Lin, Yifan Peng, Yiwen Lu, Anchita Batra, Anni Pan, Olivia Wang, Ruowang Li, Arielle Marks-Anglin, Yuchen Yang, Xu Zuo, Yulun Liu, Jiang Bian, Stephen E. Kimmel, Keith Hamilton, Adam Cuker, Rebecca A. Hubbard, Hua Xu, Yong Chen
Confidence score: a data-driven measure for inclusive systematic reviews considering unpublished preprints. J. Am. Medical Informatics Assoc. 31 (4) (2024)
Yui Sudo, Muhammad Shakeel, Yosuke Fukumoto, Yifan Peng, Shinji Watanabe
Contextualized Automatic Speech Recognition with Attention-Based Bias Phrase Boosted Beam Search. CoRR (2024)
William Chen, Wangyou Zhang, Yifan Peng, Xinjian Li, Jinchuan Tian, Jiatong Shi, Xuankai Chang, Soumi Maiti, Karen Livescu, Shinji Watanabe
Towards Robust Speech Representation Learning for Thousands of Languages. CoRR (2024)
Kanglong Fan, Wen Wen, Mu Li, Yifan Peng, Kede Ma
Learned Scanpaths Aid Blind Panoramic Video Quality Assessment. CoRR (2024)
Rongxin Chen, Yifan Peng, Xingda Wei, Hongrui Xie, Rong Chen, Sijie Shen, Haibo Chen
Characterizing the Dilemma of Performance and Index Size in Billion-Scale Vector Search and Breaking It with Second-Tier Memory. CoRR (2024)
Jinchuan Tian, Yifan Peng, William Chen, Kwanghee Choi, Karen Livescu, Shinji Watanabe
On the Effects of Heterogeneous Data Sources on Speech-to-Text Foundation Models. CoRR (2024)
Zhenyang Li, Zilong Chen, Feifan Qu, Mingqing Wang, Yizhou Zhao, Kai Zhang, Yifan Peng
Point Resampling and Ray Transformation Aid to Editable NeRF Models. CoRR (2024)
Yihan Wu, Soumi Maiti, Yifan Peng, Wangyou Zhang, Chenda Li, Yuyue Wang, Xihua Wang, Shinji Watanabe, Ruihua Song
SpeechComposer: Unifying Multiple Speech Tasks with Prompt Composition. CoRR (2024)
Yui Sudo, Muhammad Shakeel, Yosuke Fukumoto, Yifan Peng, Shinji Watanabe
Contextualized Automatic Speech Recognition With Attention-Based Bias Phrase Boosted Beam Search. ICASSP (2024)
Yuehaw Khoo, Yifan Peng, Daren Wang
Nonparametric Estimation via Variance-Reduced Sketching. CoRR (2024)
Yishu Wei, Yu Deng, Cong Sun, Mingquan Lin, Hongmei Jiang, Yifan Peng
Deep learning with noisy labels in medical prediction problems: a scoping review. CoRR (2024)
Qiao Jin, Fangyuan Chen, Yiliang Zhou, Ziyang Xu, Justin M. Cheung, Robert Chen, Ronald M. Summers, Justin F. Rousseau, Peiyun Ni, Marc J. Landsman, Sally L. Baxter, Subhi J. Al'Aref, Yijia Li, Michael F. Chiang, Yifan Peng, Zhiyong Lu
Hidden Flaws Behind Expert-Level Accuracy of GPT-4 Vision in Medicine. CoRR (2024)
Yifan Peng, Yui Sudo, Muhammad Shakeel, Shinji Watanabe
OWSM-CTC: An Open Encoder-Only Speech Foundation Model for Speech Recognition, Translation, and Language Identification. CoRR (2024)
Zehao Yu, Cheng Peng, Xi Yang, Chong Dang, Prakash Adekkanattu, Braja Gopal Patra, Yifan Peng, Jyotishman Pathak, Debbie L. Wilson, Ching-Yuan Chang, Wei-Hsuan Lo-Ciganic, Thomas J. George, William R. Hogan, Yi Guo, Jiang Bian, Yonghui Wu
Identifying social determinants of health from clinical narratives: A study of performance, documentation ratio, and potential bias. J. Biomed. Informatics 153 (2024)
Qinghua Gu, Yifan Peng, Qian Wang, Song Jiang
Multimodal multi-objective optimization based on local optimal neighborhood crowding distance differential evolution algorithm. Neural Comput. Appl. 36 (1) (2024)
Yifan Peng, Ilia Kulikov, Yilin Yang, Sravya Popuri, Hui Lu, Changhan Wang, Hongyu Gong
MSLM-S2ST: A Multitask Speech Language Model for Textless Speech-to-Speech Translation with Speaker Style Preservation. CoRR (2024)
Yui Sudo, Muhammad Shakeel, Yosuke Fukumoto, Brian Yan, Jiatong Shi, Yifan Peng, Shinji Watanabe
4D ASR: Joint Beam Search Integrating CTC, Attention, Transducer, and Mask Predict Decoders. CoRR (2024)
Yifan Peng, Jinchuan Tian, William Chen, Siddhant Arora, Brian Yan, Yui Sudo, Muhammad Shakeel, Kwanghee Choi, Jiatong Shi, Xuankai Chang, Jee-weon Jung, Shinji Watanabe
OWSM v3.1: Better and Faster Open Whisper-Style Speech Models based on E-Branchformer. CoRR (2024)
Gongbo Zhang, Qiao Jin, Denis Jered McInerney, Yong Chen, Fei Wang, Curtis L. Cole, Qian Yang, Yanshan Wang, Bradley A. Malin, Mor Peleg, Byron C. Wallace, Zhiyong Lu, Chunhua Weng, Yifan Peng
Leveraging generative AI for clinical evidence synthesis needs to ensure trustworthiness. J. Biomed. Informatics 153 (2024)
Gregory Holste, Mingquan Lin, Ruiwen Zhou, Fei Wang, Lei Liu, Qi Yan, Sarah Van Tassel, Kyle Kovacs, Emily Y. Chew, Zhiyong Lu, Zhangyang Wang, Yifan Peng
Harnessing the power of longitudinal medical imaging for eye disease prognosis using Transformer-based sequence modeling. CoRR (2024)
Yifan Yang, Mingquan Lin, Han Zhao, Yifan Peng, Furong Huang, Zhiyong Lu
A survey of recent methods for addressing AI fairness and bias in biomedicine. CoRR (2024)
Chien-Yu Huang, Ke-Han Lu, Shih-Heng Wang, Chi-Yuan Hsiao, Chun-Yi Kuan, Haibin Wu, Siddhant Arora, Kai-Wei Chang, Jiatong Shi, Yifan Peng, Roshan S. Sharma, Shinji Watanabe, Bhiksha Ramakrishnan, Shady Shehata, Hung-Yi Lee
Dynamic-Superb: Towards a Dynamic, Collaborative, and Comprehensive Instruction-Tuning Benchmark For Speech. ICASSP (2024)
Yui Sudo, Yosuke Fukumoto, Muhammad Shakeel, Yifan Peng, Shinji Watanabe
Contextualized Automatic Speech Recognition with Dynamic Vocabulary. CoRR (2024)
Mingquan Lin, Tianhao Li, Zhaoyi Sun, Gregory Holste, Ying Ding, Fei Wang, George Shih, Yifan Peng
Improving Fairness of Automated Chest X-ray Diagnosis by Contrastive Learning. CoRR (2024)
Gongbo Zhang, Yiliang Zhou, Yan Hu, Hua Xu, Chunhua Weng, Yifan Peng
A Span-based Model for Extracting Overlapping PICO Entities from RCT Publications. CoRR (2024)
Gregory Holste, Yiliang Zhou, Song Wang, Ajay Jaiswal, Mingquan Lin, Sherry Zhuge, Yuzhe Yang, Dongkyun Kim, Trong-Hieu Nguyen Mau, Minh-Triet Tran, Jaehyup Jeong, Wongi Park, Jongbin Ryu, Feng Hong, Arsh Verma, Yosuke Yamagishi, Changhyun Kim, Hyeryeong Seo, Myungjoo Kang, Leo Anthony Celi, Zhiyong Lu, Ronald M. Summers, George Shih, Zhangyang Wang, Yifan Peng
Towards long-tailed, multi-label disease classification from chest X-ray: Overview of the CXR-LT challenge. Medical Image Anal. 97 (2024)
Soumi Maiti, Yifan Peng, Shukjae Choi, Jee-Weon Jung, Xuankai Chang, Shinji Watanabe
VoxtLM: Unified Decoder-Only Models for Consolidating Speech Recognition, Synthesis and Speech, Text Continuation Tasks. ICASSP (2024)
Yishu Wei, Yu Deng, Cong Sun, Mingquan Lin, Hongmei Jiang, Yifan Peng
Deep learning with noisy labels in medical prediction problems: a scoping review. J. Am. Medical Informatics Assoc. 31 (7) (2024)
Muhammad Shakeel, Yui Sudo, Yifan Peng, Shinji Watanabe
Joint Optimization of Streaming and Non-Streaming Automatic Speech Recognition with Multi-Decoder and Knowledge Distillation. CoRR (2024)
Muhammad Shakeel, Yui Sudo, Yifan Peng, Shinji Watanabe
Contextualized End-to-end Automatic Speech Recognition with Intermediate Biasing Loss. CoRR (2024)
Yiliang Zhou, Hanley Ong, Patrick Kennedy, Carol C. Wu, Jacob Kazam, Keith Hentel, Adam E. Flanders, George Shih, Yifan Peng
Evaluating GPT-4 with Vision on Detection of Radiological Findings on Chest Radiographs. CoRR (2024)
Yifan Peng, Ilia Kulikov, Yilin Yang, Sravya Popuri, Hui Lu, Changhan Wang, Hongyu Gong
An Empirical Study of Speech Language Models for Prompt-Conditioned Speech Synthesis. CoRR (2024)
Siddhant Arora, Hayato Futami, Jee-weon Jung, Yifan Peng, Roshan S. Sharma, Yosuke Kashiwagi, Emiru Tsunoo, Karen Livescu, Shinji Watanabe
UniverSLU: Universal Spoken Language Understanding for Diverse Tasks with Natural Language Instructions. NAACL-HLT (2024)
Song Wang, Yiliang Zhou, Ziqiang Han, Cui Tao, Yunyu Xiao, Ying Ding, Joydeep Ghosh, Yifan Peng
Uncovering Misattributed Suicide Causes through Annotation Inconsistency Detection in Death Investigation Notes. CoRR (2024)
Yifan Peng, Yui Sudo, Muhammad Shakeel, Shinji Watanabe
OWSM-CTC: An Open Encoder-Only Speech Foundation Model for Speech Recognition, Translation, and Language Identification. ACL (1) (2024)
Qiao Jin, Fangyuan Chen, Yiliang Zhou, Ziyang Xu, Justin M. Cheung, Robert Chen, Ronald M. Summers, Justin F. Rousseau, Peiyun Ni, Marc J. Landsman, Sally L. Baxter, Subhi J. Al'Aref, Yijia Li, Alexander Chen, Josef A. Brejt, Michael F. Chiang, Yifan Peng, Zhiyong Lu
Hidden flaws behind expert-level accuracy of multimodal GPT-4 vision in medicine. npj Digit. Medicine 7 (1) (2024)
Darshan Prabhu, Yifan Peng, Preethi Jyothi, Shinji Watanabe
Multi-Convformer: Extending Conformer with Multiple Convolution Kernels. CoRR (2024)
Thomas Yu Chow Tam, Sonish Sivarajkumar, Sumit Kapoor, Alisa V. Stolyar, Katelyn Polanska, Karleigh R. McCarthy, Hunter Osterhoudt, Xizhi Wu, Shyam Visweswaran, Sunyang Fu, Piyush Mathur, Giovanni E. Cacciamani, Cong Sun, Yifan Peng, Yanshan Wang
A Literature Review and Framework for Human Evaluation of Generative Large Language Models in Healthcare. CoRR (2024)
Yifan Yang, Mingquan Lin, Han Zhao, Yifan Peng, Furong Huang, Zhiyong Lu
A survey of recent methods for addressing AI fairness and bias in biomedicine. J. Biomed. Informatics 154 (2024)
Bernardo Consoli, Xizhi Wu, Song Wang, Xinyu Zhao, Yanshan Wang, Justin F. Rousseau, Tom Hartvigsen, Li Shen, Huanmei Wu, Yifan Peng, Qi Long, Tianlong Chen, Ying Ding
SDoH-GPT: Using Large Language Models to Extract Social Determinants of Health (SDoH). CoRR (2024)
David Mandl, Shohei Mori, Peter Mohr, Yifan Peng, Tobias Langlotz, Dieter Schmalstieg, Denis Kalkofen
Neural Bokeh: Learning Lens Blur for Computational Videography and Out-of-Focus Mixed Reality. VR (2024)
Gongbo Zhang, Yiliang Zhou, Yan Hu, Hua Xu, Chunhua Weng, Yifan Peng
A span-based model for extracting overlapping PICO entities from randomized controlled trial publications. J. Am. Medical Informatics Assoc. 31 (5) (2024)
Gongbo Zhang, Qiao Jin, Denis Jered McInerney, Yong Chen, Fei Wang, Curtis L. Cole, Qian Yang, Yanshan Wang, Bradley A. Malin, Mor Peleg, Byron C. Wallace, Zhiyong Lu, Chunhua Weng, Yifan Peng
Leveraging Generative AI for Clinical Evidence Summarization Needs to Achieve Trustworthiness. CoRR (2023)
William Chen, Xuankai Chang, Yifan Peng, Zhaoheng Ni, Soumi Maiti, Shinji Watanabe
Reducing Barriers to Self-Supervised Learning: HuBERT Pre-training with Academic Compute. INTERSPEECH (2023)
Song Wang, Yifang Dang, Zhaoyi Sun, Ying Ding, Jyotishman Pathak, Cui Tao, Yunyu Xiao, Yifan Peng
An NLP approach to identify SDoH-related circumstance and suicide crisis from death investigation narratives. J. Am. Medical Informatics Assoc. 30 (8) (2023)
Yosuke Kashiwagi, Siddhant Arora, Hayato Futami, Jessica Huynh, Shih-Lun Wu, Yifan Peng, Brian Yan, Emiru Tsunoo, Shinji Watanabe
Tensor decomposition for minimization of E2E SLU model toward on-device processing. INTERSPEECH (2023)
William Chen, Brian Yan, Jiatong Shi, Yifan Peng, Soumi Maiti, Shinji Watanabe
Improving Massively Multilingual ASR with Auxiliary CTC Objectives. ICASSP (2023)
Zhaoyi Sun, Mingquan Lin, Qingqing Zhu, Qianqian Xie, Fei Wang, Zhiyong Lu, Yifan Peng
A scoping review on multimodal deep learning in biomedical images and texts. J. Biomed. Informatics 146 (2023)
Leilei Su, Jian Chen, Yifan Peng, Cong Sun
Demonstration-based learning for few-shot biomedical named entity recognition under machine reading comprehension. CoRR (2023)
Liyan Tang, Zhaoyi Sun, Betina Ross S. Idnay, Jordan G. Nestor, Ali Soroush, Pierre A. Elias, Ziyang Xu, Ying Ding, Greg Durrett, Justin F. Rousseau, Chunhua Weng, Yifan Peng
Evaluating large language models on medical evidence summarization. npj Digit. Medicine 6 (2023)
Hayato Futami, Jessica Huynh, Siddhant Arora, Shih-Lun Wu, Yosuke Kashiwagi, Yifan Peng, Brian Yan, Emiru Tsunoo, Shinji Watanabe
The Pipeline System of ASR and NLU with MLM-based Data Augmentation toward STOP Low-resource Challenge. CoRR (2023)
Ajay Jaiswal, Tianlong Chen, Justin F. Rousseau, Yifan Peng, Ying Ding, Zhangyang Wang
Attend Who is Weak: Pruning-assisted Medical Image Localization under Sophisticated and Implicit Imbalances. WACV (2023)
Yifan Peng, Lin Lin, Lexing Ying, Leonardo Zepeda-Núñez
Efficient long-range convolutions for point clouds. J. Comput. Phys. 473 (2023)
Haoxuan Xu, Zeyu He, Mengfan Shen, Songning Lai, Ziqiang Han, Yifan Peng
Classifying Crime Types using Judgment Documents from Social Media. CoRR (2023)
Mingquan Lin, Yuyun Xiao, Bojian Hou, Tingyi Wanyan, Mohit Manoj Sharma, Zhangyang Wang, Fei Wang, Sarah Van Tassel, Yifan Peng
Evaluate underdiagnosis and overdiagnosis bias of deep learning model on primary open-angle glaucoma diagnosis in under-served patient populations. CoRR (2023)
Yifan Peng, Kwangyoun Kim, Felix Wu, Prashant Sridhar, Shinji Watanabe
Structured Pruning of Self-Supervised Pre-Trained Models for Speech Recognition and Understanding. ICASSP (2023)
Yifan Peng, Jinchuan Tian, Brian Yan, Dan Berrebbi, Xuankai Chang, Xinjian Li, Jiatong Shi, Siddhant Arora, William Chen, Roshan S. Sharma, Wangyou Zhang, Yui Sudo, Muhammad Shakeel, Jee-weon Jung, Soumi Maiti, Shinji Watanabe
Reproducing Whisper-Style Training Using an Open-Source Toolkit and Publicly Available Data. CoRR (2023)
Qingqing Zhu, Tejas Sudharshan Mathai, Pritam Mukherjee, Yifan Peng, Ronald M. Summers, Zhiyong Lu
Utilizing Longitudinal Chest X-Rays and Reports to Pre-Fill Radiology Reports. CoRR (2023)
Qianqian Xie, Jiayu Zhou, Yifan Peng, Fei Wang
FactReranker: Fact-guided Reranker for Faithful Radiology Report Summarization. CoRR (2023)
Yifan Peng, Kwangyoun Kim, Felix Wu, Brian Yan, Siddhant Arora, William Chen, Jiyang Tang, Suwon Shon, Prashant Sridhar, Shinji Watanabe
A Comparative Study on E-Branchformer vs Conformer in Speech Recognition, Translation, and Understanding Tasks. CoRR (2023)
William Chen, Jiatong Shi, Brian Yan, Dan Berrebbi, Wangyou Zhang, Yifan Peng, Xuankai Chang, Soumi Maiti, Shinji Watanabe
Joint Prediction and Denoising for Large-scale Multilingual Self-supervised Learning. CoRR (2023)
Siddhant Arora, Hayato Futami, Shih-Lun Wu, Jessica Huynh, Yifan Peng, Yosuke Kashiwagi, Emiru Tsunoo, Brian Yan, Shinji Watanabe
A Study on the Integration of Pipeline and E2E SLU systems for Spoken Semantic Parsing toward STOP Quality Challenge. CoRR (2023)
Haoju Leng, Ruining Deng, Shunxing Bao, Dazheng Fang, Bryan A. Millis, Yucheng Tang, Haichun Yang, Xiao Wang, Yifan Peng, Lipeng Wan, Yuankai Huo
High-performance Data Management for Whole Slide Image Analysis in Digital Pathology. CoRR (2023)
Yifan Peng, Dan Hu, Zin-Qin John Xu
A non-gradient method for solving elliptic partial differential equations with deep neural networks. J. Comput. Phys. 472 (2023)
Vipina Kuttichi Keloth, Juan M. Banda, Michael J. Gurley, Paul M. Heider, Georgina Kennedy, Hongfang Liu, Feifan Liu, Timothy A. Miller, Karthik Natarajan, Olga V. Patterson, Yifan Peng, Kalpana Raja, Ruth M. Reeves, Masoud Rouhizadeh, Jianlin Shi, Xiaoyan Wang, Yanshan Wang, Wei-Qi Wei, Andrew E. Williams, Rui Zhang, Rimma Belenkaya, Christian G. Reich, Clair Blacketer, Patrick B. Ryan, George Hripcsak, Noémie Elhadad, Hua Xu
Representing and utilizing clinical textual data for real world studies: An OHDSI approach. J. Biomed. Informatics 142 (2023)
Xiaoyang Lyu, Peng Dai, Zizhang Li, Dongyu Yan, Yi Lin, Yifan Peng, Xiaojuan Qi
Learning a Room with the Occ-SDF Hybrid: Signed Distance Function Mingled with Occupancy Aids Scene Representation. CoRR (2023)
Hayato Futami, Jessica Huynh, Siddhant Arora, Shih-Lun Wu, Yosuke Kashiwagi, Yifan Peng, Brian Yan, Emiru Tsunoo, Shinji Watanabe
The Pipeline System of ASR and NLU with MLM-based data Augmentation Toward Stop Low-Resource Challenge. ICASSP (2023)
Hao Liu, Yifan Peng, Chunhua Weng
How Good Is ChatGPT for Medication Evidence Synthesis? MIE (2023)
Gregory Holste, Ziyu Jiang, Ajay Jaiswal, Maria Hanna, Shlomo Minkowitz, Alan C. Legasto, Joanna G. Escalon, Sharon Steinberger, Mark Bittman, Thomas C. Shen, Ying Ding, Ronald M. Summers, George Shih, Yifan Peng, Zhangyang Wang
How Does Pruning Impact Long-Tailed Multi-label Medical Image Classifiers? MICCAI (5) (2023)
Zhaoyi Sun, Mingquan Lin, Qingqing Zhu, Qianqian Xie, Fei Wang, Zhiyong Lu, Yifan Peng
A scoping review on multimodal deep learning in biomedical images and texts. CoRR (2023)
Yui Sudo, Muhammad Shakeel, Yifan Peng, Shinji Watanabe
Time-synchronous one-pass Beam Search for Parallel Online and Offline Transducers with Dynamic Block Training. INTERSPEECH (2023)
Christoph Ebner, Peter Mohr, Tobias Langlotz, Yifan Peng, Dieter Schmalstieg, Gordon Wetzstein, Denis Kalkofen
Off-Axis Layered Displays: Hybrid Direct-View/Near-Eye Mixed Reality with Focus Cues. IEEE Trans. Vis. Comput. Graph. 29 (5) (2023)
Mingquan Lin, Bo-Jian Hou, Swati Mishra, Tianyuan Yao, Yuankai Huo, Qian Yang, Fei Wang, George Shih, Yifan Peng
Enhancing thoracic disease detection using chest X-rays from PubMed Central Open Access. Comput. Biol. Medicine 159 (2023)
William Chen, Brian Yan, Jiatong Shi, Yifan Peng, Soumi Maiti, Shinji Watanabe
Improving Massively Multilingual ASR With Auxiliary CTC Objectives. CoRR (2023)
Yifan Peng, Yian Chen, E. Miles Stoudenmire, Yuehaw Khoo
Generative Modeling via Hierarchical Tensor Sketching. CoRR (2023)
Soumi Maiti, Yifan Peng, Shukjae Choi, Jee-weon Jung, Xuankai Chang, Shinji Watanabe
Voxtlm: unified decoder-only models for consolidating speech recognition/synthesis and speech/text continuation tasks. CoRR (2023)
Yifan Peng, Jaesong Lee, Shinji Watanabe
I3D: Transformer architectures with input-dependent dynamic depth for speech recognition. CoRR (2023)
Yifan Peng, Yui Sudo, Muhammad Shakeel, Shinji Watanabe
DPHuBERT: Joint Distillation and Pruning of Self-Supervised Speech Models. CoRR (2023)
Xiaoyang Lyu, Peng Dai, Zizhang Li, Dongyu Yan, Yi Lin, Yifan Peng, Xiaojuan Qi
Learning A Room with the Occ-SDF Hybrid: Signed Distance Function Mingled with Occupancy Aids Scene Representation. ICCV (2023)
Qingqing Zhu, Tejas Sudharshan Mathai, Pritam Mukherjee, Yifan Peng, Ronald M. Summers, Zhiyong Lu
Utilizing Longitudinal Chest X-Rays and Reports to Pre-fill Radiology Reports. MICCAI (5) (2023)
Yosuke Kashiwagi, Siddhant Arora, Hayato Futami, Jessica Huynh, Shih-Lun Wu, Yifan Peng, Brian Yan, Emiru Tsunoo, Shinji Watanabe
E-Branchformer-Based E2E SLU Toward Stop on-Device Challenge. ICASSP (2023)
William Chen, Xuankai Chang, Yifan Peng, Zhaoheng Ni, Soumi Maiti, Shinji Watanabe
Reducing Barriers to Self-Supervised Learning: HuBERT Pre-training with Academic Compute. CoRR (2023)
Mingquan Lin, Song Wang, Ying Ding, Lihui Zhao, Fei Wang, Yifan Peng
An empirical study of using radiology reports and images to improve ICU mortality prediction. CoRR (2023)
Leilei Su, Zezheng Wang, Yifan Peng, Cong Sun
Identification of Offensive Language in Social Media Using Prompt Learning. ICHI (2023)
Zhizhen Wu, Chenyu Zuo, Yuchi Huo, Yazhen Yuan, Yifan Peng, Guiyang Pu, Rui Wang, Hujun Bao
Adaptive Recurrent Frame Prediction with Learnable Motion Vectors. SIGGRAPH Asia (2023)
William Chen, Jiatong Shi, Brian Yan, Dan Berrebbi, Wangyou Zhang, Yifan Peng, Xuankai Chang, Soumi Maiti, Shinji Watanabe
Joint Prediction and Denoising for Large-Scale Multilingual Self-Supervised Learning. ASRU (2023)
Yifan Peng, Kwangyoun Kim, Felix Wu, Brian Yan, Siddhant Arora, William Chen, Jiyang Tang, Suwon Shon, Prashant Sridhar, Shinji Watanabe
A Comparative Study on E-Branchformer vs Conformer in Speech Recognition, Translation, and Understanding Tasks. INTERSPEECH (2023)
Gregory Holste, Yiliang Zhou, Song Wang, Ajay Jaiswal, Mingquan Lin, Sherry Zhuge, Yuzhe Yang, Dongkyun Kim, Trong-Hieu Nguyen Mau, Minh-Triet Tran, Jaehyup Jeong, Wongi Park, Jongbin Ryu, Feng Hong, Arsh Verma, Yosuke Yamagishi, Changhyun Kim, Hyeryeong Seo, Myungjoo Kang, Leo Anthony Celi, Zhiyong Lu, Ronald M. Summers, George Shih, Zhangyang Wang, Yifan Peng
Towards long-tailed, multi-label disease classification from chest X-ray: Overview of the CXR-LT challenge. CoRR (2023)
Yifan Peng, Kwangyoun Kim, Felix Wu, Prashant Sridhar, Shinji Watanabe
Structured Pruning of Self-Supervised Pre-trained Models for Speech Recognition and Understanding. CoRR (2023)
Brian Yan, Jiatong Shi, Soumi Maiti, William Chen, Xinjian Li, Yifan Peng, Siddhant Arora, Shinji Watanabe
CMU's IWSLT 2023 Simultaneous Speech Translation System. IWSLT@ACL (2023)
Yifan Peng, Yui Sudo, Muhammad Shakeel, Shinji Watanabe
DPHuBERT: Joint Distillation and Pruning of Self-Supervised Speech Models. INTERSPEECH (2023)
Yan Han, Gregory Holste, Ying Ding, Ahmed H. Tewfik, Yifan Peng, Zhangyang Wang
Radiomics-Guided Global-Local Transformer for Weakly Supervised Pathology Localization in Chest X-Rays. IEEE Trans. Medical Imaging 42 (3) (2023)
Tingyi Wanyan, Mingquan Lin, Ying Ding, Benjamin S. Glicksberg, Fei Wang, Yifan Peng
Optimizing Embedding Space with Sub-categorical Supervised Pre-training: A Theoretical Approach Towards Improving Sepsis Prediction. ICHI (2023)
Siddhant Arora, Hayato Futami, Shih-Lun Wu, Jessica Huynh, Yifan Peng, Yosuke Kashiwagi, Emiru Tsunoo, Brian Yan, Shinji Watanabe
A Study on the Integration of Pipeline and E2E SLU Systems for Spoken Semantic Parsing Toward Stop Quality Challenge. ICASSP (2023)
Liyan Tang, Yifan Peng, Yanshan Wang, Ying Ding, Greg Durrett, Justin F. Rousseau
Less Likely Brainstorming: Using Language Models to Generate Alternative Hypotheses. ACL (Findings) (2023)
Soumi Maiti, Yifan Peng, Takaaki Saeki, Shinji Watanabe
Speechlmscore: Evaluating Speech Generation Using Speech Language Model. ICASSP (2023)
Brian Yan, Jiatong Shi, Yun Tang, Hirofumi Inaguma, Yifan Peng, Siddharth Dalmia, Peter Polak, Patrick Fernandes, Dan Berrebbi, Tomoki Hayashi, Xiaohui Zhang, Zhaoheng Ni, Moto Hira, Soumi Maiti, Juan Pino, Shinji Watanabe
ESPnet-ST-v2: Multipurpose Spoken Language Translation Toolkit. ACL (demo) (2023)
Liyan Tang, Yifan Peng, Yanshan Wang, Ying Ding, Greg Durrett, Justin F. Rousseau
Less Likely Brainstorming: Using Language Models to Generate Alternative Hypotheses. CoRR (2023)
Gregory Holste, Ziyu Jiang, Ajay Jaiswal, Maria Hanna, Shlomo Minkowitz, Alan C. Legasto, Joanna G. Escalon, Sharon Steinberger, Mark Bittman, Thomas C. Shen, Ying Ding, Ronald M. Summers, George Shih, Yifan Peng, Zhangyang Wang
How Does Pruning Impact Long-Tailed Multi-Label Medical Image Classifiers? CoRR (2023)
Chien-yu Huang, Ke-Han Lu, Shih-Heng Wang, Chi-Yuan Hsiao, Chun-Yi Kuan, Haibin Wu, Siddhant Arora, Kai-Wei Chang, Jiatong Shi, Yifan Peng, Roshan S. Sharma, Shinji Watanabe, Bhiksha Ramakrishnan, Shady Shehata, Hung-yi Lee
Dynamic-SUPERB: Towards A Dynamic, Collaborative, and Comprehensive Instruction-Tuning Benchmark for Speech. CoRR (2023)

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Yifan Peng