Vijay Mahadevan

1. PolyFormer: Referring Image Segmentation as Sequential Polygon Generation
   2023/02/14 by Jiang Liu, Liu, Jiang, Hui Ding +11 · 34 citations
   Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Domain Adaptation and Few-Shot Learning
2. Toward Understanding Catastrophic Forgetting in Continual Learning
   2019/08/02 by Cuong V. Nguyen, Alessandro Achille, Nguyen, Cuong V. +9 · 10 citations
   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 (stat.ML) #Multimodal Machine Learning Applications
3. DEED: Dynamic Early Exit on Decoder for Accelerating Encoder-Decoder Transformer Models
   2023/11/15 by Peng Tang, Tang, Peng, Pengkai Zhu +9 · 2 citations
   Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Machine Learning and Data Classification
4. Visual Relationship Detection Using Part-and-Sum Transformers with Composite Queries
   2021/05/05 by Qi Dong, Dong, Qi, Zhuowen Tu +9 · 1 citation
   Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
5. Adaptive Regularization of B-Spline Models for Scientific Data
   2022/03/23 by David E. Lenz, Lenz, David, Raine Yeh +7 · 1 citation
   Computer Science · Engineering · Medicine · #AI in cancer detection #Advanced Numerical Analysis Techniques #FOS: Mathematics #G.1.2 #Medical Imaging Techniques and Applications #Numerical Analysis (math.NA)
6. Contrastive Neighborhood Alignment
   2022/01/06 by Pengkai Zhu, Zhaowei Cai, Zhu, Pengkai +11 · 1 citation
   Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Geophysical Methods and Applications #Human Pose and Action Recognition #Machine Learning (cs.LG)
7. Enhancing Vision-Language Pre-training with Rich Supervisions
   2024/03/05 by Yuan Gao, Gao, Yuan, Kunyu Shi +17 · 2 citations
   Business, Management and Accounting · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Organizational Strategy and Culture
8. DocKD: Knowledge Distillation from LLMs for Open-World Document Understanding Models
   2024/10/04 by Sungnyun Kim, Kim, Sungnyun, Haofu Liao +15 · 2 citations
   Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
9. Customizable Adaptive Regularization Techniques for B-Spline Modeling
   2023/01/03 by David E. Lenz, Lenz, David, Raine Yeh +7 · 1 citation
   Computer Science · Engineering · Medicine · #Advanced Numerical Analysis Techniques #FOS: Mathematics #Machine Learning and Data Classification #Medical Imaging Techniques and Applications #Numerical Analysis (math.NA)