the archive
#one-shot learning
2 resultscs.CV2019
One-shot Face Reenactment
Yunxuan Zhang, Siwei Zhang, Yue He +3
The paper introduces a one-shot face reenactment framework that can transfer pose and expression using only a single target image by disentangling appearance and shape in latent sp…
#face reenactment#one-shot learning#image synthesis#latent representation
cs.RO2019
GQ-STN: Optimizing One-Shot Grasp Detection based on Robustness Classifier
Alexandre Gariépy, Jean-Christophe Ruel, Brahim Chaib-draa +1
The paper introduces GQ‑STN, a one‑shot grasp detection network that uses a spatial transformer to predict grasp configurations and a centered depth patch, training it via gradient…
#grasp detection#spatial transformer networks#one-shot learning#depth imaging