Yi-Lin Sung

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 20

Top Topics

Transfer Learning

Memory Efficient

Maximum A Posterior

Manifold Alignment

Top Venues

Publications

Jialu Li, Jaemin Cho, Yi-Lin Sung, Jaehong Yoon, Mohit Bansal
SELMA: Learning and Merging Skill-Specific Text-to-Image Experts with Auto-Generated Data. CoRR (2024)
Yi-Lin Sung, Jaehong Yoon, Mohit Bansal
ECoFLaP: Efficient Coarse-to-Fine Layer-Wise Pruning for Vision-Language Models. ICLR (2024)
Feng Cheng, Ziyang Wang, Yi-Lin Sung, Yan-Bo Lin, Mohit Bansal, Gedas Bertasius
DAM: Dynamic Adapter Merging for Continual Video QA Learning. CoRR (2024)
Pingzhi Li, Zhenyu Zhang, Prateek Yadav, Yi-Lin Sung, Yu Cheng, Mohit Bansal, Tianlong Chen
Merge, Then Compress: Demystify Efficient SMoE with Hints from Its Routing Policy. ICLR (2024)
Yi-Lin Sung, Linjie Li, Kevin Lin, Zhe Gan, Mohit Bansal, Lijuan Wang
An Empirical Study of Multimodal Model Merging. EMNLP (Findings) (2023)
Pingzhi Li, Zhenyu Zhang, Prateek Yadav, Yi-Lin Sung, Yu Cheng, Mohit Bansal, Tianlong Chen
Merge, Then Compress: Demystify Efficient SMoE with Hints from Its Routing Policy. CoRR (2023)
Yi-Lin Sung, Jaehong Yoon, Mohit Bansal
ECoFLaP: Efficient Coarse-to-Fine Layer-Wise Pruning for Vision-Language Models. CoRR (2023)
Ziyang Wang, Yi-Lin Sung, Feng Cheng, Gedas Bertasius, Mohit Bansal
Unified Coarse-to-Fine Alignment for Video-Text Retrieval. ICCV (2023)
Yan-Bo Lin, Yi-Lin Sung, Jie Lei, Mohit Bansal, Gedas Bertasius
Vision Transformers are Parameter-Efficient Audio-Visual Learners. CVPR (2023)
Ziyang Wang, Yi-Lin Sung, Feng Cheng, Gedas Bertasius, Mohit Bansal
Unified Coarse-to-Fine Alignment for Video-Text Retrieval. CoRR (2023)
Yi-Lin Sung, Linjie Li, Kevin Lin, Zhe Gan, Mohit Bansal, Lijuan Wang
An Empirical Study of Multimodal Model Merging. CoRR (2023)
Yi-Lin Sung, Jaemin Cho, Mohit Bansal
LST: Ladder Side-Tuning for Parameter and Memory Efficient Transfer Learning. CoRR (2022)
Yi-Lin Sung, Jaemin Cho, Mohit Bansal
VL-ADAPTER: Parameter-Efficient Transfer Learning for Vision-and-Language Tasks. CVPR (2022)
Yi-Lin Sung, Jaemin Cho, Mohit Bansal
LST: Ladder Side-Tuning for Parameter and Memory Efficient Transfer Learning. NeurIPS (2022)
Yan-Bo Lin, Yi-Lin Sung, Jie Lei, Mohit Bansal, Gedas Bertasius
Vision Transformers are Parameter-Efficient Audio-Visual Learners. CoRR (2022)
Jun-Liang Lin, Yi-Lin Sung, Cheng-Yao Hong, Han-Hung Lee, Tyng-Luh Liu
The Maximum a Posterior Estimation of Darts. ICIP (2021)
Yi-Lin Sung, Varun Nair, Colin Raffel
Training Neural Networks with Fixed Sparse Masks. NeurIPS (2021)
Yi-Lin Sung, Varun Nair, Colin Raffel
Training Neural Networks with Fixed Sparse Masks. CoRR (2021)
Yi-Lin Sung, Jaemin Cho, Mohit Bansal
VL-Adapter: Parameter-Efficient Transfer Learning for Vision-and-Language Tasks. CoRR (2021)
Yi-Lin Sung, Cheng-Yao Hong, Yen-Chi Hsu, Tyng-Luh Liu
Video Summarization with Anchors and Multi-Head Attention. ICIP (2020)
Yi-Lin Sung, Aldo W. Morales, Sedig S. Agili
Outage probability of network-coding-based cooperative communication system. ICCE (2013)