Search Results for author:
Found 6 papers, 2 papers with code
Machine Learning for the Zwicky Transient Facility
The Zwicky Transient Facility is a large optical survey in multiple filters producing hundreds of thousands of transient alerts per night.
Instrumentation and Methods for Astrophysics
Effective Image Differencing with ConvNets for Real-time Transient Hunting
Large sky surveys are increasingly relying on image subtraction pipelines for real-time (and archival) transient detection.
Chained Multi-stream Networks Exploiting Pose, Motion, and Appearance for Action Classification and Detection
In this paper, we propose a network architecture that computes and integrates the most important visual cues for action recognition: pose, motion, and the raw images.
Hybrid Learning of Optical Flow and Next Frame Prediction to Boost Optical Flow in the Wild
With the help of a sample-variant multi-tasking architecture, the network is trained on different tasks depending on the availability of ground-truth.
Orientation-boosted Voxel Nets for 3D Object Recognition
In this paper, we show that the object orientation plays an important role in 3D recognition.
Ranked #2 on
3D Object Classification
on ModelNet10
Unsupervised Generation of a Viewpoint Annotated Car Dataset From Videos
Object recognition approaches have recently been extended to yield, aside of the object class output, also viewpoint or pose.
