793 citations
- ETH ZurichCH5 papers
- Max Planck Institute for Intelligent SystemsDE5 papers
- University of AmsterdamNL5 papers
- University of PittsburghUS5 papers
- Max Planck SocietyDE4 papers
- Deakin UniversityAU3 papers
- École Polytechnique Fédérale de LausanneCH3 papers
- Imperial College LondonGB3 papers
- Intelligent Health (United Kingdom)GB3 papers
- Massachusetts Institute of TechnologyUS3 papers
- Seoul National UniversityKR3 papers
- Tsinghua UniversityCN3 papers
8 papers · 1 filter
End-to-end Recovery of Human Shape and Pose
Angjoo Kanazawa, Michael J. Black, David W. Jacobs +1
We describe Human Mesh Recovery (HMR), an end-to-end framework for reconstructing a full 3D mesh of a human body from a single RGB image. In contrast to most current methods that c…
Optimizing Human Learning
Behzad Tabibian, Utkarsh Upadhyay, Abir De +3
Spaced repetition is a technique for efficient memorization which uses repeated, spaced review of content to improve long-term retention. Can we find the optimal reviewing schedule…
Fidelity-Weighted Learning
Mostafa Dehghani, Arash Mehrjou, Stephan Gouws +2
Training deep neural networks requires many training samples, but in practice training labels are expensive to obtain and may be of varying quality, as some may be from trusted exp…
Greedy Algorithms for Cone Constrained Optimization with Convergence Guarantees
Francesco Locatello, Michael Tschannen, Gunnar Rätsch +1
Greedy optimization methods such as Matching Pursuit (MP) and Frank-Wolfe (FW) algorithms regained popularity in recent years due to their simplicity, effectiveness and theoretical…
Causal Effect Inference with Deep Latent-Variable Models
Christos Louizos, Uri Shalit, Joris Mooij +3
Learning individual-level causal effects from observational data, such as inferring the most effective medication for a specific patient, is a problem of growing importance for pol…
Emotional Chatting Machine: Emotional Conversation Generation with Internal and External Memory
Hao Zhou, Minlie Huang, Tianyang Zhang +2
Perception and expression of emotion are key factors to the success of dialogue systems or conversational agents. However, this problem has not been studied in large-scale conversa…