Patrick Emami

4 papers · 2021–2025 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 🏆 Grand Slam

Venues

AAAI (1) ICLR (1) ICML (1) NeurIPS (1)

Top co-authors

Sanjay Ranka (2) Pan He (2) Anand Rangarajan (2) Saumya Sinha (1) Abhijeet Sahu (1) Truc Nguyen (1) Zhaonan Li (1) Peter Graf (1)

Research topics

Machine Learning (4) Core Methods (3) Artificial Intelligence (2) Deep Learning (2) Learning Types · Machine Learning (2) Computer Vision (1) Analysis (1) Architectures (1) Bayesian & Probabilistic (1) Core AI (1) Learning Types · Deep Learning (1) Models (1) Optimization & Theory (1)

Keywords

representation learning (1) zero-shot learning (1) variational inference (1) transfer learning (1) self-supervised learning (1) point cloud (1) complex systems (1) amortized inference (1) gaussian mixture model (1) disentangled representation (1) surrogate model (1) object-centric representation (1) time series regression (1) scene flow estimation (1) probability density function (1) simulation model (1) cauchy-schwarz divergence (1) language interface (1) short-term load forecasting (1) building energy (1)

Papers

SysCaps: Language Interfaces for Simulation Surrogates of Complex Systems ICLR 2025 BuildingsBench: A Large-Scale Dataset of 900K Buildings and Benchmark for Short-Term Load Forecasting NeurIPS 2023 Self-Supervised Robust Scene Flow Estimation via the Alignment of Probability Density Functions AAAI 2022 Efficient Iterative Amortized Inference for Learning Symmetric and Disentangled Multi-Object Representations ICML 2021