Oğuzhan Fatih Kar
7 papers · 2021–2025 · 6 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(21)
🔥
Unstoppable · Bronze
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(3)
Deep Learning
(3)
Application Areas
(3)
Learning Types · Machine Learning
(3)
Computer Vision
(2)
Architectures
(2)
Core AI · Artificial Intelligence
(2)
Generation
(2)
Models
(2)
Core AI · Computer Vision
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Keywords
domain generalization
(3)
distribution shift
(2)
image generation
(1)
model robustness
(1)
data augmentation
(1)
autoregressive generation
(1)
multimodal learning
(1)
test-time adaptation
(1)
neural network optimization
(1)
out-of-distribution generalization
(1)
diffusion model
(1)
feature map
(1)
foundation model
(1)
image corruption
(1)
latent space
(1)
spurious correlation
(1)
vision-language model
(1)
uncertainty estimation
(1)
discrete tokenization
(1)
any-to-any model
(1)
Papers
FlexTok: Resampling Images into 1D Token Sequences of Flexible Length
ICML 2025
4M-21: An Any-to-Any Vision Model for Tens of Tasks and Modalities
NeurIPS 2024
BRAVE: Broadening the visual encoding of vision-language models
ECCV 2024
Unraveling the Key Components of OOD Generalization via Diversification
ICLR 2024
Rapid Network Adaptation: Learning to Adapt Neural Networks Using Test-Time Feedback
ICCV 2023
3D Common Corruptions and Data Augmentation
CVPR 2022
Robustness via Cross-Domain Ensembles
ICCV 2021