Ali Sadeghian

5 papers · 2019–2021 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (17) 🐣 Hot Topic Early Bird

Venues

CVPR (2) NeurIPS (2) AAAI (1)

Top co-authors

Mohammadreza Armandpour (4) Daisy Zhe Wang (2) Mingyuan Zhou (2) Silvio Savarese (1) Patrick Ding (1) Vineet Kosaraju (1) Noriaki Hirose (1) Amir Sadeghian (1) Anthony Colas (1) Hamid Rezatofighi (1)

Research topics

Deep Learning (3) Machine Learning (3) Core Methods (3) Knowledge & Reasoning (2) Learning Types · Deep Learning (2) Models (2) Optimization & Theory (2) Reasoning (2) Artificial Intelligence (1) Core AI (1) Learning Types · Machine Learning (1) Representation (1) Techniques (1)

Keywords

link prediction (2) generative adversarial network (2) temporal reasoning (1) inductive reasoning (1) trajectory prediction (1) distribution learning (1) knowledge graph (1) generative model (1) probabilistic model (1) mixture model (1) decision tree (1) interpretable model (1) temporal knowledge graph (1) bayesian prior (1) mode collapse (1) convex polytope (1) tensor approximation (1) logical rule (1) rule mining (1) path prediction (1)

Papers

ChronoR: Rotation Based Temporal Knowledge Graph Embedding AAAI 2021 Convex Polytope Trees NeurIPS 2021 Partition-Guided GANs CVPR 2021 DRUM: End-To-End Differentiable Rule Mining On Knowledge Graphs NeurIPS 2019 SoPhie: An Attentive GAN for Predicting Paths Compliant to Social and Physical Constraints CVPR 2019