Maxwell D. Collins
Publications by Year
Research Areas
Advanced Neural Network Applications, Advanced Image and Video Retrieval Techniques, Domain Adaptation and Few-Shot Learning, Video Surveillance and Tracking Methods, Multimodal Machine Learning Applications
Most-Cited Works
- → Panoptic-DeepLab: A Simple, Strong, and Fast Baseline for Bottom-Up Panoptic Segmentation(2020)616 cited
- → Spatially Adaptive Computation Time for Residual Networks(2017)352 cited
- → Searching for Efficient Multi-Scale Architectures for Dense Image Prediction(2018)339 cited
- → DeeperLab: Single-Shot Image Parser(2019)162 cited
- → Naive-Student: Leveraging Semi-Supervised Learning in Video Sequences for Urban Scene Segmentation(2020)153 cited
- → Memory Bounded Deep Convolutional Networks(2014)128 cited
- → SegSort: Segmentation by Discriminative Sorting of Segments(2019)123 cited
- → k-means Mask Transformer(2022)89 cited
- → CMT-DeepLab: Clustering Mask Transformers for Panoptic Segmentation(2022)76 cited
- → Tensorize, Factorize and Regularize: Robust Visual Relationship Learning(2018)70 cited