Huseyin Coskun
11 papers · 2017–2025 · 4 venues · across top CS/AI venues
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model compression
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efficient computing
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text-to-image generation
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self-supervised learning
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action recognition
(2)
diffusion model
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adversarial learning
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semantic segmentation
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transfer learning
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epistemic uncertainty
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video generation
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optimal transport
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direct preference optimization
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image generation
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contrastive learning
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vision transformer
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Papers
Scalable Ranked Preference Optimization for Text-to-Image Generation
ICCV 2025
SnapGen: Taming High-Resolution Text-to-Image Models for Mobile Devices with Efficient Architectures and Training
CVPR 2025
SnapGen-V: Generating a Five-Second Video within Five Seconds on a Mobile Device
CVPR 2025
AsCAN: Asymmetric Convolution-Attention Networks for Efficient Recognition and Generation
NeurIPS 2024
Slicing Vision Transformer for Flexible Inference
NeurIPS 2024
GOCA: Guided Online Cluster Assignment for Self-Supervised Video Representation Learning
ECCV 2022
Learning To Align Sequential Actions in the Wild
CVPR 2022
Learning by Aligning Videos in Time
CVPR 2021
Sampling-Free Epistemic Uncertainty Estimation Using Approximated Variance Propagation
ICCV 2019
Human Motion Analysis with Deep Metric Learning
ECCV 2018
Long Short-Term Memory Kalman Filters: Recurrent Neural Estimators for Pose Regularization
ICCV 2017