Patrick Emami
4 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (10) π§ Keyword Pioneer π Cross-Pollinator (15)
π
Grand Slam
Conferences
AAAI (1)
ICLR (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
representation learning
(1)
zero-shot learning
(1)
variational inference
(1)
transfer learning
(1)
self-supervised learning
(1)
point cloud
(1)
amortized inference
(1)
gaussian mixture model
(1)
disentangled representation
(1)
object-centric representation
(1)
scene flow estimation
(1)
probability density function
(1)
cauchy-schwarz divergence
(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
NIPS 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