Ramalingam, Srikumar
- Rethinking FID: Towards a Better Evaluation Metric for Image Generation
2023/11/30 by Jayasumana, Sadeep, Ramalingam, Srikumar, Veit, Andreas +3 · 82 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Bounding and Counting Linear Regions of Deep Neural Networks
2017/11/06 by Serra, Thiago, Tjandraatmadja, Christian, Ramalingam, Srikumar · 14 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE) #Optimization and Control (math.OC)
- Implicit-PDF: Non-Parametric Representation of Probability Distributions on the Rotation Manifold
2021/06/10 by Kieran J. Murphy, Murphy, Kieran, Carlos Esteves +8 · 6 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Object Detection Techniques #Robotics and Sensor-Based Localization
- CASENet: Deep Category-Aware Semantic Edge Detection
2017/05/27 by Zhiding Yu, Yu, Zhiding, Feng Chen +5 · 6 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Medical Image Segmentation Techniques #Advanced Neural Network Applications
- Simultaneous Edge Alignment and Learning
2018/08/06 by Yu, Zhiding, Liu, Weiyang, Zou, Yang +4 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia (cs.MM) #Robotics (cs.RO)
- The Combinatorial Brain Surgeon: Pruning Weights That Cancel One Another in Neural Networks
2022/03/09 by Yu, Xin, Serra, Thiago, Ramalingam, Srikumar +1 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Building Anatomically Realistic Jaw Kinematics Model from Data
2018/05/15 by Wenwu Yang, Yang, Wenwu, Nathan Marshak +7 · 1 citation
Computer Science · Engineering · #3D Shape Modeling and Analysis #FOS: Computer and information sciences #Face recognition and analysis #Graphics (cs.GR) #Human Pose and Action Recognition #I.3.5.g #I.3.7.a
- A Weighted K-Center Algorithm for Data Subset Selection
2023/12/17 by Srikumar Ramalingam, Ramalingam, Srikumar, Pranjal Awasthi +3 · 2 citations
Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Sparse and Compressive Sensing Techniques
- Lossless Compression of Deep Neural Networks
2020/01/01 by Serra, Thiago, Kumar, Abhinav, Ramalingam, Srikumar · 1 citation
#Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)