View Invariant 3D Human Pose Estimation
Efficient Pipeline for Camera Trap Image Review
Leveraging blockchain to make machine learning models more accessible
Significant advances are being made in artificial intelligence, but accessing and taking advantage of the machine learning systems making these developments possible can be challenging, especially for those with limited resources. These systems tend to…
Resource-efficient ML for Edge and Endpoint IoT Devices
Our objective is to develop a library of efficient machine learning algorithms that can run on severely resource-constrained edge and endpoint IoT devices ranging from the Arduino to the Raspberry Pi. Please see our GitHub (opens in new…
Recent Advances in Image Captioning, Image-Text Retrieval and Visual Question Answering using Scene Graph Parsing, What Next?
Creating appropriate representation of data is the key for many recent breakthroughs in both language and vision. In natural language, from the structured representations like parse trees to BERT and Transformers pretrained on large scale…
Machine Reading Comprehension
Machine Reading Comprehension (MRC) is a growing field of research, due to its potential in various enterprise applications, as well as the availability of MRC benchmarking datasets.