A. Aydın Alatan

Middle East Technical University — Turkey

Computer Science · Physical Sciences

19h-index1.4kcitations179works4.42yr avg
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Research Topics

Advanced Image and Video Retrieval Techniques(60), Advanced Vision and Imaging(45), Robotics and Sensor-Based Localization(30), Remote-Sensing Image Classification(30), Video Analysis and Summarization(23)

Publications179 total

SAMChat: Introducing Chain-of-Thought Reasoning and GRPO to a Multimodal Small Language Model for Small-Scale Remote Sensing
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing·2025Open Access
Data Imbalance in Large-Scale Face Recognition
2025Open Access
TinyRS-R1: Compact Vision Language Model for Remote Sensing
IEEE Geoscience and Remote Sensing Letters·2025Open Access
IG-SLAM: Instant Gaussian SLAM
arXiv (Cornell University)·2024· 1 citedOpen Access
XoFTR: Cross-modal Feature Matching Transformer
2024· 29 cited
XoFTR: Cross-modal Feature Matching Transformer
arXiv (Cornell University)·2024· 1 citedOpen Access
Deep Metric Learning with Chance Constraints
2024Open Access
Generalized Sum Pooling for Metric Learning
2023· 5 citedOpen Access
Knowledge Distillation Layer that Lets the Student Decide
arXiv (Cornell University)·2023Open Access
Generalized Sum Pooling for Metric Learning
arXiv (Cornell University)·2023· 1 citedOpen Access
Generalizable Embeddings with Cross-batch Metric Learning
arXiv (Cornell University)·2023Open Access
TMO-Det: Deep tone-mapping optimized with and for object detection
Pattern Recognition Letters·2023· 4 citedOpen Access
MAEVI: Motion Aware Event-Based Video Frame Interpolation
arXiv (Cornell University)·2023Open Access
Ground-Based Hyperspectral Image Surveillance System for Explosive Detection: Methods, Experiments, and Comparisons
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing·2023· 9 citedOpen Access
Improved Hard Example Mining Approach for Single Shot Object Detectors
2022 IEEE International Conference on Image Processing (ICIP)·2022· 11 cited
Depth is all you Need: Single-Stage Weakly Supervised Semantic Segmentation From Image-Level Supervision
2022 IEEE International Conference on Image Processing (ICIP)·2022· 6 cited
Feature Embedding by Template Matching as a ResNet Block
arXiv (Cornell University)·2022· 1 citedOpen Access
Object Detection for Autonomous Driving: High-Dynamic Range vs. Low-Dynamic Range Images
2022 IEEE 24th International Workshop on Multimedia Signal Processing (MMSP)·2022· 2 cited
E-VFIA : Event-Based Video Frame Interpolation with Attention
arXiv (Cornell University)·2022· 1 citedOpen Access
Deep Metric Learning with Chance Constraints
arXiv (Cornell University)·2022· 2 citedOpen Access
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Frequent Co-authors

Alper Koz(7), Ersin Esen(6), Cevahir Çığla(5), Sinan Kalkan(5), Ali N. Akansu(4), M. Esat Kalfaoglu(4), Ahmet Saracoğlu(4), İpek Gürsel Dino(3), Orçun Koral İşeri(3), Bilge Erdogan(3), Aybora Köksal(3), Akın Çalışkan(2), Neslihan Bayramoğlu(2), Alp Eren Sari(2), Şahin Akın(2), Tuğrul K. Ateş(2), Önder Tuzcuoğlu(2), Kutalmış Gökalp İnce(2), Hamdi Taşlı(2), Jenny Benois‐Pineau(2)