Collins, Maxwell D.
- Searching for Efficient Multi-Scale Architectures for Dense Image Prediction
2018/09/11 by Liang-Chieh Chen, Chen, Liang-Chieh, Maxwell D. Collins +13 · 51 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications
- Memory Bounded Deep Convolutional Networks
2014/12/03 by Maxwell D. Collins, Pushmeet Kohli, Collins, Maxwell D. +1 · 27 citations
Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Stochastic Gradient Optimization Techniques
- Panoptic-DeepLab: A Simple, Strong, and Fast Baseline for Bottom-Up Panoptic Segmentation
2019/11/22 by Bowen Cheng, Cheng, Bowen, Maxwell D. Collins +11 · 13 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 #Video Surveillance and Tracking Methods
- Spatially Adaptive Computation Time for Residual Networks
2016/12/07 by Michael Figurnov, Maxwell D. Collins, Figurnov, Michael +11 · 12 citations
Computer Science · #Visual Attention and Saliency Detection #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning
- A Deterministic Nonsmooth Frank Wolfe Algorithm with Coreset Guarantees
2017/08/22 by Ravi, Sathya N., Collins, Maxwell D., Singh, Vikas · 2 citations
#65K10 #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Numerical Analysis (math.NA) #Optimization and Control (math.OC)
- DeeperLab: Single-Shot Image Parser
2019/02/13 by Yang, Tien-Ju, Collins, Maxwell D., Zhu, Yukun +6 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences