Jacob Walker
Publications by Year
Research Areas
Generative Adversarial Networks and Image Synthesis, Anomaly Detection Techniques and Applications, Advanced Vision and Imaging, Human Pose and Action Recognition, Domain Adaptation and Few-Shot Learning
Most-Cited Works
- → An Uncertain Future: Forecasting from Static Images Using Variational Autoencoders(2016)503 cited
- → Patch to the Future: Unsupervised Visual Prediction(2014)193 cited
- → Dense Optical Flow Prediction from a Static Image(2015)174 cited
- → The Pose Knows: Video Forecasting by Generating Pose Futures(2017)48 cited
- → Representation Learning via Invariant Causal Mechanisms(2020)41 cited
- → Predicting Video with VQVAE(2021)26 cited
- Ambiguities in Spatial Language Understanding in Situated Human Robot Dialogue(2010)
- → CoBERL: Contrastive BERT for Reinforcement Learning(2021)8 cited
- → Recurrent network of perceptrons with three state synapses achieves competitive classification on real inputs(2012)4 cited