Ismail Elezi

Dynamic Systems (United States) — United States

Computer Science · Physical Sciences

11h-index374citations47works0.82yr avg
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Research Topics

Domain Adaptation and Few-Shot Learning(9), Music and Audio Processing(9), Advanced Neural Network Applications(8), Face recognition and analysis(8), Machine Learning and Algorithms(8)

Publications47 total

RetouchLLM: Training-free Code-based Image Retouching with Vision Language Models
arXiv (Cornell University)·2025Open Access
Author response: Decoding movie content from neuronal population activity in the human medial temporal lobe
2025Open Access
Decoding movie content from neuronal population activity in the human medial temporal lobe
2025Open Access
Decoding movie content from neuronal population activity in the human medial temporal lobe
2025Open Access
Deep active learning: A reality check
Pattern Recognition Letters·2025
Region-based Cluster Discrimination for Visual Representation Learning
arXiv (Cornell University)·2025Open Access
Fractal Calibration for long-tailed object detection
2025· 1 citedOpen Access
Fractal Calibration for long-tailed object detection
arXiv (Cornell University)·2024Open Access
G3DR: Generative 3D Reconstruction in ImageNet
2024· 4 cited
Decoding movie content from neuronal population activity in the human medial temporal lobe
2024· 1 citedOpen Access
Three Heads Are Better than One: Complementary Experts for Long-Tailed Semi-supervised Learning
Proceedings of the AAAI Conference on Artificial Intelligence·2024· 5 citedOpen Access
Deep Active Learning: A Reality Check
arXiv (Cornell University)·2024Open Access
G3DR: Generative 3D Reconstruction in ImageNet
arXiv (Cornell University)·2024Open Access
Three Heads Are Better Than One: Complementary Experts for Long-Tailed Semi-supervised Learning
arXiv (Cornell University)·2023Open Access
Data-Driven but Privacy-Conscious: Pedestrian Dataset De-identification via Full-Body Person Synthesis
arXiv (Cornell University)·2023Open Access
Simple Cues Lead to a Strong Multi-Object Tracker
2023· 96 cited
Decoupling Identity and Visual Quality for Image and Video Anonymization
Lecture notes in computer science·2023· 5 citedOpen Access
Learning to Discover and Detect Objects
arXiv (Cornell University)·2022· 1 citedOpen Access
The Unreasonable Effectiveness of Fully-Connected Layers for Low-Data Regimes
arXiv (Cornell University)·2022· 3 citedOpen Access
Simple Cues Lead to a Strong Multi-Object Tracker
arXiv (Cornell University)·2022· 6 citedOpen Access
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Frequent Co-authors

Laura Leal-Taixé(18), Marcello Pelillo(12), Thilo Stadelmann(11), Jiankang Deng(10), Lukas Tuggener(9), Jenny Seidenschwarz(5), Jürgen Schmidhuber(5), José M. Alvarez(4), Mohammadreza Amirian(4), Benjamin Meier(4), Sebastiano Vascon(4), Alessandro Torcinovich(4), Franziska Gerken(4), Alana Darcher(4), Pedro J. Gonçalves(4), Rachel Rapp(4), Johannes Niediek(4), M. S. Kehl(4), Thomas P. Reber(4), S Liebe(4)