A Unified Manifold Similarity Measure Enhancing Few-Shot, Transfer, and Reinforcement Learning in Manifold-Distributed Datasetsby Sayed…
Transfer learning of state-based potential games for process optimization in decentralized manufacturing systemsby Steve Yuwono,…
Model-Based Transfer Learning for Contextual Reinforcement Learningby Jung-Hoon Cho, Vindula Jayawardana, Sirui Li, Cathy WuFirst…
Unsupervised Representation Learning by Balanced Self Attention Matchingby Daniel Shalam, Simon KormanFirst submitted to arxiv…
Distance-Preserving Spatial Representations in Genomic Databy Wenbin Zhou, Jin-Hong DuFirst submitted to arxiv on: 1…
A Scalable and Generalized Deep Learning Framework for Anomaly Detection in Surveillance Videosby Sabah Abdulazeez…
Diffusion Augmented Agents: A Framework for Efficient Exploration and Transfer Learningby Norman Di Palo, Leonard…
Robust and Efficient Transfer Learning via Supernet Transfer in Warm-started Neural Architecture Searchby Prabhant Singh,…
Online Multi-Source Domain Adaptation through Gaussian Mixtures and Dataset Dictionary Learningby Eduardo Fernandes Montesuma, Stevan…
Learning from Memory: Non-Parametric Memory Augmented Self-Supervised Learning of Visual Featuresby Thalles Silva, Helio Pedrini,…