Konstantinos G. Derpanis
29 papers · 2013–2026 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (48) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Gold π£ Hot Topic Early Bird
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Keyword Pioneer
ποΈ
Keyword Collector
(137)
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Trend Setter
π
Conference Pioneer
π₯
Unstoppable Β· Silver
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Prolific Year Β· Productive
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Century Club Β· Bronze
Top co-authors
Research topics
Computer Vision
(21)
Deep Learning
(17)
Machine Learning
(12)
Processing
(11)
Core Methods
(10)
Analysis
(9)
Artificial Intelligence
(7)
Core AI
(7)
Learning Types Β· Machine Learning
(7)
Learning Types Β· Deep Learning
(6)
Generation
(5)
Models
(5)
Architectures
(4)
Optimization & Theory Β· Deep Learning
(2)
Optimization & Theory Β· Machine Learning
(2)
Keywords
representation learning
(7)
convolutional neural network
(6)
human pose estimation
(3)
action recognition
(3)
video understanding
(3)
end-to-end learning
(3)
3d vision
(3)
instructional video
(2)
concept discovery
(2)
temporal localization
(2)
image generation
(2)
neural radiance field
(2)
video segmentation
(2)
metric learning
(2)
diffusion model
(2)
dynamic time warping
(2)
self-supervised learning
(2)
generative model
(2)
convolutional network
(2)
image retrieval
(1)
Papers
Face2Scene: Using Facial Degradation as an Oracle for Diffusion-Based Scene Restoration
CVPR 2026
Revisiting Image Fusion for Multi-Illuminant White-Balance Correction
ICCV 2025
Universal Sparse Autoencoders: Interpretable Cross-Model Concept Alignment
ICML 2025
PolyOculus: Simultaneous Multi-view Image-based Novel View Synthesis
ECCV 2024
Understanding Video Transformers via Universal Concept Discovery
CVPR 2024
Visual Concept Connectome (VCC): Open World Concept Discovery and their Interlayer Connections in Deep Models
CVPR 2024
GePSAn: Generative Procedure Step Anticipation in Cooking Videos
ICCV 2023
Long-Term Photometric Consistent Novel View Synthesis with Diffusion Models
ICCV 2023
Reference-guided Controllable Inpainting of Neural Radiance Fields
ICCV 2023
SPIn-NeRF: Multiview Segmentation and Perceptual Inpainting With Neural Radiance Fields
CVPR 2023
StepFormer: Self-Supervised Step Discovery and Localization in Instructional Videos
CVPR 2023
A Deeper Dive Into What Deep Spatiotemporal Networks Encode: Quantifying Static vs. Dynamic Information
CVPR 2022
P3IV: Probabilistic Procedure Planning From Instructional Videos With Weak Supervision
CVPR 2022
Drop-DTW: Aligning Common Signal Between Sequences While Dropping Outliers
NeurIPS 2021
Global Pooling, More Than Meets the Eye: Position Information Is Encoded Channel-Wise in CNNs
ICCV 2021
Learning Multi-Scale Photo Exposure Correction
CVPR 2021
Representation Learning via Global Temporal Alignment and Cycle-Consistency
CVPR 2021
Shape or Texture: Understanding Discriminative Features in CNNs
ICLR 2021
Stochastic Image-to-Video Synthesis Using cINNs
CVPR 2021
RankMI: A Mutual Information Maximizing Ranking Loss
CVPR 2020
Wavelet Flow: Fast Training of High Resolution Normalizing Flows
NeurIPS 2020
End-to-End Learning of Representations for Asynchronous Event-Based Data
ICCV 2019
Learning what you can do before doing anything
ICLR 2019
Two-Stream Convolutional Networks for Dynamic Texture Synthesis
CVPR 2018
Coarse-To-Fine Volumetric Prediction for Single-Image 3D Human Pose
CVPR 2017
Harvesting Multiple Views for Marker-Less 3D Human Pose Annotations
CVPR 2017
Segmentation-Aware Convolutional Networks Using Local Attention Masks
ICCV 2017
Sparseness Meets Deepness: 3D Human Pose Estimation From Monocular Video
CVPR 2016
From Actemes to Action: A Strongly-Supervised Representation for Detailed Action Understanding
ICCV 2013