Ranka, Sanjay

1. Learning Permutations with Sinkhorn Policy Gradient
   2018/05/18 by Patrick Emami, Emami, Patrick, Ranka, Sanjay · 2 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Reinforcement Learning in Robotics
2. Learning Scene Dynamics from Point Cloud Sequences
   2021/11/16 by He, Pan, Emami, Patrick, Ranka, Sanjay +1 · 2 citations
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
3. Self-Supervised Robust Scene Flow Estimation via the Alignment of Probability Density Functions
   2022/03/23 by Pan He, Patrick Emami, He, Pan +4 · 2 citations
   Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
4. Towards Improving the Generation Quality of Autoregressive Slot VAEs
   2022/06/03 by Patrick Emami, Emami, Patrick, Pan He +4 · 2 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
5. An Efficient Semi-Automated Scheme for Infrastructure LiDAR Annotation
   2023/01/25 by Wu, Aotian, He, Pan, Li, Xiao +3 · 2 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
6. Global Model Interpretation via Recursive Partitioning
   2018/02/11 by Chengliang Yang, Anand Rangarajan, Yang, Chengliang +2 · 2 citations
   Computer Science · #Machine Learning and Data Classification #Explainable Artificial Intelligence (XAI) #Bayesian Modeling and Causal Inference
7. Efficient Iterative Amortized Inference for Learning Symmetric and Disentangled Multi-Object Representations
   2021/06/07 by Emami, Patrick, He, Pan, Ranka, Sanjay +1 · 1 citation
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
8. Attention Based Machine Learning Methods for Data Reduction with Guaranteed Error Bounds
   2024/09/09 by Xiao Li, Li, Xiao, Jaemoon Lee +4 · 3 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
9. Scalable Hybrid Learning Techniques for Scientific Data Compression
   2022/12/21 by Banerjee, Tania, Choi, Jong, Lee, Jaemoon +5 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG)