Dumitru Erhan
20 papers · 2010–2023 · 6 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (6) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Academic Marathon (13)
πΊοΈ
Taxonomy Completionist
(35)
π
Interdisciplinary Bridge
π
Conference Polyglot
(6)
π§¬
Topic Evolution
π±
Topic Pioneer
ποΈ
Keyword Collector
(67)
π
Conference Pioneer
π
Century Club
(20)
π₯
Unstoppable
(8)
π
Trend Setter
β
The Questioner
(2)
Conferences
ICLR (6)
CVPR (5)
NIPS (5)
AISTATS (2)
ICML (1)
JMLR (1)
Top co-authors
Keywords
deep learning
(5)
deep neural network
(4)
image classification
(3)
object detection
(3)
unsupervised learning
(3)
convolutional neural network
(3)
feature learning
(2)
video prediction
(2)
neural network
(2)
representation learning
(2)
domain adaptation
(2)
unsupervised pre-training
(2)
deep belief network
(2)
image captioning
(1)
natural language generation
(1)
video generation
(1)
multi-task learning
(1)
video understanding
(1)
computer vision
(1)
image reconstruction
(1)
Papers
StoryBench: A Multifaceted Benchmark for Continuous Story Visualization
NIPS 2023
Phenaki: Variable Length Video Generation from Open Domain Textual Descriptions
ICLR 2023
Information Prioritization through Empowerment in Visual Model-based RL
ICLR 2022
VideoFlow: A Conditional Flow-Based Model for Stochastic Video Generation
ICLR 2020
SurfelGAN: Synthesizing Realistic Sensor Data for Autonomous Driving
CVPR 2020
Model Based Reinforcement Learning for Atari
ICLR 2020
A Benchmark for Interpretability Methods in Deep Neural Networks
NIPS 2019
High Fidelity Video Prediction with Large Stochastic Recurrent Neural Networks
NIPS 2019
Hierarchical Long-term Video Prediction without Supervision
ICML 2018
Stochastic Variational Video Prediction
ICLR 2018
Learning how to explain neural networks: PatternNet and PatternAttribution
ICLR 2018
Unsupervised Pixel-Level Domain Adaptation With Generative Adversarial Networks
CVPR 2017
Domain Separation Networks
NIPS 2016
Going Deeper With Convolutions
CVPR 2015
Show and Tell: A Neural Image Caption Generator
CVPR 2015
Scalable Object Detection using Deep Neural Networks
CVPR 2014
Deep Neural Networks for Object Detection
NIPS 2013
Deep Learners Benefit More from Out-of-Distribution Examples
AISTATS 2011
Why Does Unsupervised Pre-training Help Deep Learning?
AISTATS 2010
Why Does Unsupervised Pre-training Help Deep Learning?
JMLR 2010