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A Versatile Agent for Fast Learning from Human Instructors
In recent years, a myriad of superlative works on intelligent robotics policies have been done, thanks to advances in machine learning.
Economical Precise Manipulation and Auto Eye-Hand Coordination with Binocular Visual Reinforcement Learning
Previous methods achieved good performance on such manipulation tasks.
Real Estate Attribute Prediction from Multiple Visual Modalities with Missing Data
Furthermore, the fusion of information from indoor and outdoor photos results in a performance boost of up to 5% in Macro F1-score.
Case Study: Ensemble Decision-Based Annotation of Unconstrained Real Estate Images
We describe a proof-of-concept for annotating real estate images using simple iterative rule-based semi-supervised learning.
TP2O: Creative Text Pair-to-Object Generation using Balance Swap-Sampling
Generating creative combinatorial objects from two seemingly unrelated object texts is a challenging task in text-to-image synthesis, often hindered by a focus on emulating existing data distributions.
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