6 citations · 10 across the 4 of their papers we have counts for
4 papers
Fast and Data Efficient Reinforcement Learning from Pixels via Non-Parametric Value Approximation
Alexander Long, Alan Blair, Herke van Hoof
We present Nonparametric Approximation of Inter-Trace returns (NAIT), a Reinforcement Learning algorithm for discrete action, pixel-based environments that is both highly sample an…
Retrieval Augmented Classification for Long-Tail Visual Recognition
Alexander Long, Wei Yin, Thalaiyasingam Ajanthan +6
We introduce Retrieval Augmented Classification (RAC), a generic approach to augmenting standard image classification pipelines with an explicit retrieval module. RAC consists of a…
Multi-hop Reading Comprehension via Deep Reinforcement Learning based Document Traversal
Alex Long, Joel Mason, Alan Blair +1
Reading Comprehension has received significant attention in recent years as high quality Question Answering (QA) datasets have become available. Despite state-of-the-art methods ac…
Automatic Malware Description via Attribute Tagging and Similarity Embedding
Felipe N. Ducau, Ethan M. Rudd, Tad M. Heppner +2
With the rapid proliferation and increased sophistication of malicious software (malware), detection methods no longer rely only on manually generated signatures but have also inco…