Yen-Chun Chen

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 33

Top Topics

Language Understanding

Diffusion Models

Classifier Training

Top Venues

Publications

Wan-Cyuan Fan, Yen-Chun Chen, Mengchen Liu, Lu Yuan, Leonid Sigal
On Pre-training of Multimodal Language Models Customized for Chart Understanding. CoRR (2024)
Shihao Zhao, Dongdong Chen, Yen-Chun Chen, Jianmin Bao, Shaozhe Hao, Lu Yuan, Kwan-Yee K. Wong
Uni-ControlNet: All-in-One Control to Text-to-Image Diffusion Models. NeurIPS (2023)
Yung-Hsuan Lai, Yen-Chun Chen, Frank Wang
Modality-Independent Teachers Meet Weakly-Supervised Audio-Visual Event Parser. NeurIPS (2023)
Zhe Gan, Yen-Chun Chen, Linjie Li, Tianlong Chen, Yu Cheng, Shuohang Wang, Jingjing Liu, Lijuan Wang, Zicheng Liu
Playing Lottery Tickets with Vision and Language. AAAI (2022)
Haotian Zhang, Pengchuan Zhang, Xiaowei Hu, Yen-Chun Chen, Liunian Harold Li, Xiyang Dai, Lijuan Wang, Lu Yuan, Jenq-Neng Hwang, Jianfeng Gao
GLIPv2: Unifying Localization and Vision-Language Understanding. CoRR (2022)
Wan-Cyuan Fan, Yen-Chun Chen, Dongdong Chen, Yu Cheng, Lu Yuan, Yu-Chiang Frank Wang
Frido: Feature Pyramid Diffusion for Complex Scene Image Synthesis. CoRR (2022)
Zhecan Wang, Noel Codella, Yen-Chun Chen, Luowei Zhou, Jianwei Yang, Xiyang Dai, Bin Xiao, Haoxuan You, Shih-Fu Chang, Lu Yuan
CLIP-TD: CLIP Targeted Distillation for Vision-Language Tasks. CoRR (2022)
Haotian Zhang, Pengchuan Zhang, Xiaowei Hu, Yen-Chun Chen, Liunian Harold Li, Xiyang Dai, Lijuan Wang, Lu Yuan, Jenq-Neng Hwang, Jianfeng Gao
GLIPv2: Unifying Localization and Vision-Language Understanding. NeurIPS (2022)
Zhecan Wang, Noel Codella, Yen-Chun Chen, Luowei Zhou, Xiyang Dai, Bin Xiao, Jianwei Yang, Haoxuan You, Kai-Wei Chang, Shih-Fu Chang, Lu Yuan
Multimodal Adaptive Distillation for Leveraging Unimodal Encoders for Vision-Language Tasks. CoRR (2022)
Zhe Gan, Yen-Chun Chen, Linjie Li, Tianlong Chen, Yu Cheng, Shuohang Wang, Jingjing Liu
Playing Lottery Tickets with Vision and Language. CoRR (2021)
Siqi Sun, Yen-Chun Chen, Linjie Li, Shuohang Wang, Yuwei Fang, Jingjing Liu
LightningDOT: Pre-training Visual-Semantic Embeddings for Real-Time Image-Text Retrieval. NAACL-HLT (2021)
Linjie Li, Jie Lei, Zhe Gan, Licheng Yu, Yen-Chun Chen, Rohit Pillai, Yu Cheng, Luowei Zhou, Xin Eric Wang, William Yang Wang, Tamara Lee Berg, Mohit Bansal, Jingjing Liu, Lijuan Wang, Zicheng Liu
VALUE: A Multi-Task Benchmark for Video-and-Language Understanding Evaluation. CoRR (2021)
Linjie Li, Jie Lei, Zhe Gan, Licheng Yu, Yen-Chun Chen, Rohit Pillai, Yu Cheng, Luowei Zhou, Xin Wang, William Yang Wang, Tamara L. Berg, Mohit Bansal, Jingjing Liu, Lijuan Wang, Zicheng Liu
VALUE: A Multi-Task Benchmark for Video-and-Language Understanding Evaluation. NeurIPS Datasets and Benchmarks (2021)
Siqi Sun, Yen-Chun Chen, Linjie Li, Shuohang Wang, Yuwei Fang, Jingjing Liu
LightningDOT: Pre-training Visual-Semantic Embeddings for Real-Time Image-Text Retrieval. CoRR (2021)
Shuohang Wang, Luowei Zhou, Zhe Gan, Yen-Chun Chen, Yuwei Fang, Siqi Sun, Yu Cheng, Jingjing Liu
Cluster-Former: Clustering-based Sparse Transformer for Question Answering. ACL/IJCNLP (Findings) (2021)
Zhe Gan, Yen-Chun Chen, Linjie Li, Chen Zhu, Yu Cheng, Jingjing Liu
Large-Scale Adversarial Training for Vision-and-Language Representation Learning. CoRR (2020)
Yen-Chun Chen, Linjie Li, Licheng Yu, Ahmed El Kholy, Faisal Ahmed, Zhe Gan, Yu Cheng, Jingjing Liu
UNITER: UNiversal Image-TExt Representation Learning. ECCV (30) (2020)
Yizhe Zhang, Siqi Sun, Michel Galley, Yen-Chun Chen, Chris Brockett, Xiang Gao, Jianfeng Gao, Jingjing Liu, Bill Dolan
DIALOGPT : Large-Scale Generative Pre-training for Conversational Response Generation. ACL (demo) (2020)
Jize Cao, Zhe Gan, Yu Cheng, Licheng Yu, Yen-Chun Chen, Jingjing Liu
Behind the Scene: Revealing the Secrets of Pre-trained Vision-and-Language Models. ECCV (6) (2020)
Linjie Li, Yen-Chun Chen, Yu Cheng, Zhe Gan, Licheng Yu, Jingjing Liu
HERO: Hierarchical Encoder for Video+Language Omni-representation Pre-training. CoRR (2020)
Jize Cao, Zhe Gan, Yu Cheng, Licheng Yu, Yen-Chun Chen, Jingjing Liu
Behind the Scene: Revealing the Secrets of Pre-trained Vision-and-Language Models. CoRR (2020)
Shuohang Wang, Luowei Zhou, Zhe Gan, Yen-Chun Chen, Yuwei Fang, Siqi Sun, Yu Cheng, Jingjing Liu
Cluster-Former: Clustering-based Sparse Transformer for Long-Range Dependency Encoding. CoRR (2020)
Linjie Li, Yen-Chun Chen, Yu Cheng, Zhe Gan, Licheng Yu, Jingjing Liu
HERO: Hierarchical Encoder for Video+Language Omni-representation Pre-training. EMNLP (1) (2020)
Yen-Chun Chen, Zhe Gan, Yu Cheng, Jingzhou Liu, Jingjing Liu
Distilling Knowledge Learned in BERT for Text Generation. ACL (2020)
Zhe Gan, Yen-Chun Chen, Linjie Li, Chen Zhu, Yu Cheng, Jingjing Liu
Large-Scale Adversarial Training for Vision-and-Language Representation Learning. NeurIPS (2020)
Yen-Chun Chen, Linjie Li, Licheng Yu, Ahmed El Kholy, Faisal Ahmed, Zhe Gan, Yu Cheng, Jingjing Liu
UNITER: Learning UNiversal Image-TExt Representations. CoRR (2019)
Yizhe Zhang, Siqi Sun, Michel Galley, Yen-Chun Chen, Chris Brockett, Xiang Gao, Jianfeng Gao, Jingjing Liu, Bill Dolan
DialoGPT: Large-Scale Generative Pre-training for Conversational Response Generation. CoRR (2019)
Yen-Chun Chen, Zhe Gan, Yu Cheng, Jingzhou Liu, Jingjing Liu
Distilling the Knowledge of BERT for Text Generation. CoRR (2019)
Yichen Jiang, Nitish Joshi, Yen-Chun Chen, Mohit Bansal
Explore, Propose, and Assemble: An Interpretable Model for Multi-Hop Reading Comprehension. CoRR (2019)
Yichen Jiang, Nitish Joshi, Yen-Chun Chen, Mohit Bansal
Explore, Propose, and Assemble: An Interpretable Model for Multi-Hop Reading Comprehension. ACL (1) (2019)
Daniel de Godoy, Bashima Islam, Stephen Xia, Md Tamzeed Islam, Rishikanth Chandrasekaran, Yen-Chun Chen, Shahriar Nirjon, Peter R. Kinget, Xiaofan Jiang
PAWS: A Wearable Acoustic System for Pedestrian Safety. IoTDI (2018)
Yen-Chun Chen, Mohit Bansal
Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting. CoRR (2018)
Yen-Chun Chen, Mohit Bansal
Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting. ACL (1) (2018)
Jian-Jiun Ding, Szu-Wei Fu, Ching-Wen Hsiao, Pin-Xuan Lee, Yen-Chun Chen
Compression for the feature points with binary descriptors. DSP (2014)