S. M. Ali Eslami
15 papers · 2014–2023 · 5 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (9) 🌍 Conference Polyglot (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
🌍
Conference Polyglot
(5)
👑
Triple Crown
🧬
Topic Evolution
🏆
Keyword Champion
🚀
Conference Pioneer
🗃️
Keyword Collector
(78)
⚡
Prolific Year
(6)
💎
Century Club
(15)
📈
Trend Setter
Conferences
ICML (6)
NIPS (6)
AISTATS (1)
CORL (1)
ICLR (1)
Top co-authors
Keywords
generative model
(6)
message passing
(2)
variational autoencoder
(2)
probabilistic inference
(2)
few-shot learning
(2)
variational auto-encoder
(2)
reinforcement learning
(1)
contrastive learning
(1)
transformer architecture
(1)
adversarial learning
(1)
sim-to-real transfer
(1)
variational inference
(1)
scene understanding
(1)
3d reconstruction
(1)
self-supervised learning
(1)
image segmentation
(1)
uncertainty quantification
(1)
medical imaging
(1)
attention mechanism
(1)
function approximation
(1)
Papers
Self-supervised video pretraining yields robust and more human-aligned visual representations
NIPS 2023
From data to functa: Your data point is a function and you can treat it like one
ICML 2022
Multimodal Few-Shot Learning with Frozen Language Models
NIPS 2021
Towards Real Robot Learning in the Wild: A Case Study in Bipedal Locomotion
CORL 2021
PolyGen: An Autoregressive Generative Model of 3D Meshes
ICML 2020
Machine Theory of Mind
ICML 2018
Conditional Neural Processes
ICML 2018
A Probabilistic U-Net for Segmentation of Ambiguous Images
NIPS 2018
Few-shot Autoregressive Density Estimation: Towards Learning to Learn Distributions
ICLR 2018
Generative Temporal Models with Spatial Memory for Partially Observed Environments
ICML 2018
Synthesizing Programs for Images using Reinforced Adversarial Learning
ICML 2018
Attend, Infer, Repeat: Fast Scene Understanding with Generative Models
NIPS 2016
Unsupervised Learning of 3D Structure from Images
NIPS 2016
Consensus Message Passing for Layered Graphical Models
AISTATS 2015
Just-In-Time Learning for Fast and Flexible Inference
NIPS 2014