Burak Uzkent
15 papers · 2019–2024 · 6 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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πΊοΈ Taxonomy Completionist (38) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π§¬
Topic Evolution
π
Keyword Champion
(2)
ποΈ
Keyword Collector
(76)
π
Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
π
Conference Pioneer
Top co-authors
Research topics
Machine Learning
(11)
Artificial Intelligence
(9)
Computer Vision
(9)
Core AI Β· Artificial Intelligence
(9)
Deep Learning
(8)
Learning Types Β· Machine Learning
(7)
Learning Types Β· Deep Learning
(6)
Application Areas
(5)
Domain-Specific
(5)
Analysis
(4)
Architectures
(4)
Natural Language Processing
(2)
Reinforcement Learning
(2)
Core AI Β· Computer Vision
(2)
Methods
(2)
Keywords
remote sensing
(5)
model compression
(4)
object detection
(4)
satellite imagery
(4)
vision-language model
(3)
reinforcement learning
(3)
multimodal learning
(3)
contrastive learning
(2)
deep reinforcement learning
(2)
multi-task learning
(2)
vision transformer
(2)
representation learning
(2)
self-supervised learning
(2)
poverty prediction
(2)
anomaly detection
(1)
image restoration
(1)
transfer learning
(1)
image classification
(1)
data augmentation
(1)
knowledge distillation
(1)
Papers
A Multimodal Benchmark and Improved Architecture for Zero Shot Learning
WACV 2024
Augment the Pairs: Semantics-Preserving Image-Caption Pair Augmentation for Grounding-Based Vision and Language Models
WACV 2024
Dynamic Inference With Grounding Based Vision and Language Models
CVPR 2023
GOHSP: A Unified Framework of Graph and Optimization-Based Heterogeneous Structured Pruning for Vision Transformer
AAAI 2023
Learning to Jointly Share and Prune Weights for Grounding Based Vision and Language Models
ICLR 2023
Lite-MDETR: A Lightweight Multi-Modal Detector
CVPR 2022
Efficient Poverty Mapping from High Resolution Remote Sensing Images
AAAI 2021
Geography-Aware Self-Supervised Learning
ICCV 2021
Negative Data Augmentation
ICLR 2021
Predicting Livelihood Indicators from Community-Generated Street-Level Imagery
AAAI 2021
Cloud Removal from Satellite Images using Spatiotemporal Generator Networks
WACV 2020
Efficient Object Detection in Large Images Using Deep Reinforcement Learning
WACV 2020
Generating Interpretable Poverty Maps using Object Detection in Satellite Images
IJCAI 2020
Learning When and Where to Zoom With Deep Reinforcement Learning
CVPR 2020
Learning to Interpret Satellite Images using Wikipedia
IJCAI 2019