Graham, Benjamin
- CoTracker: It is Better to Track Together
2023/07/14 by Nikita Karaev, Ignacio Rocco, Karaev, Nikita +9 · 107 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
- 3D Semantic Segmentation with Submanifold Sparse Convolutional Networks
2017/11/28 by Graham, Benjamin, Engelcke, Martin, van der Maaten, Laurens · 33 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- The iisignature library: efficient calculation of iterated-integral signatures and log signatures
2018/02/22 by Reizenstein, Jeremy, Graham, Benjamin · 16 citations
#Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Mathematical Software (cs.MS) #Rings and Algebras (math.RA)
- DynamicStereo: Consistent Dynamic Depth from Stereo Videos
2023/05/03 by Nikita Karaev, Karaev, Nikita, Ignacio Rocco +9 · 27 citations
Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques
- Submanifold Sparse Convolutional Networks
2017/06/05 by Graham, Benjamin, van der Maaten, Laurens · 14 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE)
- Sparse arrays of signatures for online character recognition
2013/08/01 by Benjamin Graham, Graham, Benjamin · 16 citations
Computer Science · Physics and Astronomy · #Handwritten Text Recognition Techniques #Image Processing and 3D Reconstruction #Model Reduction and Neural Networks
- Exploring Data-Efficient 3D Scene Understanding with Contrastive Scene Contexts
2020/12/16 by Ji Hou, Hou, Ji, Benjamin Graham +5 · 10 citations
Earth and Planetary Sciences · Engineering · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization
- Spatially-sparse convolutional neural networks
2014/09/22 by Benjamin Graham, Graham, Benjamin · 6 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Neural and Evolutionary Computing (cs.NE)
- And the Bit Goes Down: Revisiting the Quantization of Neural Networks
2019/07/12 by Pierre Stock, Stock, Pierre, Armand Joulin +7 · 6 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Neural Networks and Applications #Neural Networks and Reservoir Computing
- Training with Quantization Noise for Extreme Model Compression
2020/04/15 by Fan, Angela, Stock, Pierre, Graham, Benjamin +4 · 3 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Fractional Max-Pooling
2014/12/18 by Graham, Benjamin · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Pri3D: Can 3D Priors Help 2D Representation Learning?
2021/04/22 by Ji Hou, Saining Xie, Hou, Ji +7 · 3 citations
Computer Science · Earth and Planetary Sciences · Engineering · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition
- DensePose 3D: Lifting Canonical Surface Maps of Articulated Objects to\n the Third Dimension
2021/08/31 by Роман Шаповалов, Shapovalov, Roman, David Novotný +8 · 2 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #I.4.5 #Multimodal Machine Learning Applications
- Large-Scale 3D Shape Reconstruction and Segmentation from ShapeNet Core55
2017/10/17 by Yi, Li, Shao, Lin, Savva, Manolis +47 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Equi-normalization of Neural Networks
2019/02/27 by Stock, Pierre, Graham, Benjamin, Gribonval, Rémi +1 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Self-Supervised Correspondence Estimation via Multiview Registration
2022/12/06 by Mohamed El Banani, Ignacio Rocco, Banani, Mohamed El +11 · 1 citation
Computer Science · #Advanced Image Processing Techniques #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences