Peng, Yifan

15 publications

ICLR 2025 Context-Aware Dynamic Pruning for Speech Foundation Models Masao Someki, Yifan Peng, Siddhant Arora, Markus Müller, Athanasios Mouchtaris, Grant Strimel, Jing Liu, Shinji Watanabe

AAAI 2025 Enhancing Audiovisual Speech Recognition Through Bifocal Preference Optimization Yihan Wu, Yichen Lu, Yifan Peng, Xihua Wang, Ruihua Song, Shinji Watanabe

CVPR 2025 Glossy Object Reconstruction with Cost-Effective Polarized Acquisition Bojian Wu, Yifan Peng, Ruizhen Hu, Xiaowei Zhou

CVPR 2025 Learned Binocular-Encoding Optics for RGBD Imaging Using Joint Stereo and Focus Cues Yuhui Liu, Liangxun Ou, Qiang Fu, Hadi Amata, Wolfgang Heidrich, Yifan Peng

ICML 2025 OWLS: Scaling Laws for Multilingual Speech Recognition and Translation Models William Chen, Jinchuan Tian, Yifan Peng, Brian Yan, Chao-Han Huck Yang, Shinji Watanabe

TMLR 2025 On the Landscape of Spoken Language Models: A Comprehensive Survey Siddhant Arora, Kai-Wei Chang, Chung-Ming Chien, Yifan Peng, Haibin Wu, Yossi Adi, Emmanuel Dupoux, Hung-yi Lee, Karen Livescu, Shinji Watanabe

CVPR 2025 Seeing Far and Clearly: Mitigating Hallucinations in MLLMs with Attention Causal Decoding Feilong Tang, Chengzhi Liu, Zhongxing Xu, Ming Hu, Zile Huang, Haochen Xue, Ziyang Chen, Zelin Peng, Zhiwei Yang, Sijin Zhou, Wenxue Li, Yulong Li, Wenxuan Song, Shiyan Su, Wei Feng, Jionglong Su, Mingquan Lin, Yifan Peng, Xuelian Cheng, Imran Razzak, Zongyuan Ge

CVPR 2024 Learned Scanpaths Aid Blind Panoramic Video Quality Assessment Kanglong Fan, Wen Wen, Mu Li, Yifan Peng, Kede Ma

WACV 2023 Attend Who Is Weak: Pruning-Assisted Medical Image Localization Under Sophisticated and Implicit Imbalances Ajay Jaiswal, Tianlong Chen, Justin F. Rousseau, Yifan Peng, Ying Ding, Zhangyang Wang

ICCV 2023 Learning a Room with the Occ-SDF Hybrid: Signed Distance Function Mingled with Occupancy Aids Scene Representation Xiaoyang Lyu, Peng Dai, Zizhang Li, Dongyu Yan, Yi Lin, Yifan Peng, Xiaojuan Qi

ICML 2022 Branchformer: Parallel MLP-Attention Architectures to Capture Local and Global Context for Speech Recognition and Understanding Yifan Peng, Siddharth Dalmia, Ian Lane, Shinji Watanabe

WACV 2022 Knowledge-Augmented Contrastive Learning for Abnormality Classification and Localization in Chest X-Rays with Radiomics Using a Feedback Loop Yan Han, Chongyan Chen, Ahmed Tewfik, Benjamin Glicksberg, Ying Ding, Yifan Peng, Zhangyang Wang

CVPR 2017 ChestX-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases Xiaosong Wang, Yifan Peng, Le Lu, Zhiyong Lu, Mohammadhadi Bagheri, Ronald M. Summers

ICCV 2017 Revisiting Cross-Channel Information Transfer for Chromatic Aberration Correction Tiancheng Sun, Yifan Peng, Wolfgang Heidrich

CVPR 2013 Studying Relationships Between Human Gaze, Description, and Computer Vision Kiwon Yun, Yifan Peng, Dimitris Samaras, Gregory J. Zelinsky, Tamara L. Berg