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Francis Dutil

3 papers · 2017–2021 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot Β· Bronze πŸŒ‰ Interdisciplinary Bridge Β· Bronze πŸ—ΊοΈ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird πŸ“ˆ Trend Setter

Venues

ICCV (1) ICLR (1) NeurIPS (1)

Top co-authors

Yoshua Bengio (2) Becks Simpson (1) Lisa Di Jorio (1) Mohammad Havaei (1) Ahmad Pesaranghader (1) Qicheng Lao (1) Adam Trischler (1) Joseph D Viviano (1) Joseph Paul Cohen (1) Caglar Gulcehre (1)

Research topics

Artificial Intelligence (2) Deep Learning (2) Machine Learning (2) Core AI (2) Computer Vision (1) Application Areas (1) Core Methods (1) Generation (1) Learning Types (1) Models (1) Optimization & Theory (1) Techniques (1)

Keywords

domain adaptation (1) attention mechanism (1) text-to-image synthesis (1) natural language generation (1) distribution shift (1) saliency map (1) latent space (1) spurious correlation (1) generalization performance (1) sequence-to-sequence model (1) attribution method (1) style disentanglement (1) content disentanglement (1) neural network (1) planning mechanism (1) dual adversarial inference (1)

Papers

Saliency is a Possible Red Herring When Diagnosing Poor Generalization ICLR 2021 Dual Adversarial Inference for Text-to-Image Synthesis ICCV 2019 Plan, Attend, Generate: Planning for Sequence-to-Sequence Models NeurIPS 2017