Benlin Liu

1. DynamicViT: Efficient Vision Transformers with Dynamic Token Sparsification
   2021/06/03 by Yongming Rao, Rao, Yongming, Wenliang Zhao +9 · 99 citations
   Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. TIFA: Accurate and Interpretable Text-to-Image Faithfulness Evaluation with Question Answering
   2023/03/21 by Yushi Hu, Hu, Yushi, Benlin Liu +11 · 75 citations
   Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Domain Adaptation and Few-Shot Learning
3. Unleashing Text-to-Image Diffusion Models for Visual Perception
   2023/03/03 by Wenliang Zhao, Zhao, Wenliang, Yongming Rao +9 · 26 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications
4. Coarse Correspondences Boost Spatial-Temporal Reasoning in Multimodal Language Model
   2024/08/01 by Benlin Liu, Yuhao Dong, Liu, Benlin +13 · 6 citations
   Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Robotics and Automated Systems #Speech and dialogue systems
5. Interleaved Scene Graphs for Interleaved Text-and-Image Generation Assessment
   2024/11/26 by Dongping Chen, Chen, Dongping, Ruoxi Chen +19 · 8 citations
   Computer Science · Engineering · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Multimodal Machine Learning Applications #Video Analysis and Summarization
6. Seeking and Updating with Live Visual Knowledge
   2025/04/07 by Mingyang Fu, Yuyang Peng, Fu, Mingyang +14 · 4 citations
   Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications
7. MetaDistiller: Network Self-Boosting via Meta-Learned Top-Down Distillation
   2020/08/27 by Benlin Liu, Liu, Benlin, Yongming Rao +7 · 1 citation
   Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification