Nikolay Savinov
10 papers · 2014–2022 · 4 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (27)
🏆
Keyword Champion
(2)
🧬
Topic Evolution
💎
Century Club · Bronze
🔥
Unstoppable · Bronze
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Computer Vision
(7)
Deep Learning
(5)
Machine Learning
(5)
Analysis
(5)
Architectures
(4)
Core Methods
(4)
Learning Types · Deep Learning
(3)
Application Areas
(2)
Learning Types · Machine Learning
(2)
Artificial Intelligence
(1)
Mathematics & Optimization
(1)
Reinforcement Learning
(1)
Core AI · Artificial Intelligence
(1)
Core AI · Computer Vision
(1)
Domain-Specific
(1)
Keywords
semantic 3d reconstruction
(2)
convolutional neural network
(2)
transformation invariance
(2)
3d reconstruction
(2)
imitation learning
(1)
transfer learning
(1)
semantic segmentation
(1)
data augmentation
(1)
feature learning
(1)
text generation
(1)
autonomous driving
(1)
depth estimation
(1)
convex relaxation
(1)
discrete optimization
(1)
stereo matching
(1)
machine translation
(1)
episodic memory
(1)
feature hierarchy
(1)
correspondence matching
(1)
image restoration
(1)
Papers
Step-unrolled Denoising Autoencoders for Text Generation
ICLR 2022
Episodic Curiosity through Reachability
ICLR 2019
Conditional Affordance Learning for Driving in Urban Environments
CoRL 2018
Semi-parametric topological memory for navigation
ICLR 2018
Matching neural paths: transfer from recognition to correspondence search
NeurIPS 2017
Quad-Networks: Unsupervised Learning to Rank for Interest Point Detection
CVPR 2017
Semantic 3D Reconstruction With Continuous Regularization and Ray Potentials Using a Visibility Consistency Constraint
CVPR 2016
TI-Pooling: Transformation-Invariant Pooling for Feature Learning in Convolutional Neural Networks
CVPR 2016
Discrete Optimization of Ray Potentials for Semantic 3D Reconstruction
CVPR 2015
Class Specific 3D Object Shape Priors Using Surface Normals
CVPR 2014