21 citations
- Araya Inc. (Japan)JP8 papers
- Imperial College LondonGB7 papers
- University of SussexGB4 papers
- Kyoto UniversityJP3 papers
- Centre National de la Recherche ScientifiqueFR2 papers
- Chinese University of Hong KongHK2 papers
- Cross Compass (Japan)JP2 papers
- Hokkaido UniversityJP2 papers
- Institute of Physics, Academia SinicaTW2 papers
- Medical University of ViennaAT2 papers
- NEC (Japan)JP2 papers
- The University of TokyoJP2 papers
5 papers · 1 filter
Deep Learning and the Global Workspace Theory
Rufin VanRullen, Ryota Kanai
Recent advances in deep learning have allowed Artificial Intelligence (AI) to reach near human-level performance in many sensory, perceptual, linguistic or cognitive tasks. There i…
Schwinger Pair Production in SL Topologically Non-Trivial Fields via Non-Abelian Worldline Instantons
Patrick Copinger, Pablo Morales
Schwinger pair production is analyzed in a BPST instanton background and in its SL complex extension for complex scalar particles. A non-Abelian extension of the wo…
Learning 3D Face Reconstruction with a Pose Guidance Network
Pengpeng Liu, Xintong Han, Michael Lyu +2
We present a self-supervised learning approach to learning monocular 3D face reconstruction with a pose guidance network (PGN). First, we unveil the bottleneck of pose estimation i…
Non-trivial informational closure of a Bayesian hyperparameter
Martin Biehl, Ryota Kanai
We investigate the non-trivial informational closure (NTIC) of a Bayesian hyperparameter inferring the underlying distribution of an identically and independently distributed finit…
Flow2Stereo: Effective Self-Supervised Learning of Optical Flow and Stereo Matching
Pengpeng Liu, Irwin King, Michael Lyu +1
In this paper, we propose a unified method to jointly learn optical flow and stereo matching. Our first intuition is stereo matching can be modeled as a special case of optical flo…