Tuna Han Salih Meral
4 papers · 2024–2026 · 4 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
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Interdisciplinary Bridge
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Cross-Pollinator
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Conferences
AAAI (1)
CVPR (1)
ICCV (1)
ICML (1)
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Keywords
diffusion model
(2)
attention map
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image generation
(1)
attention mechanism
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test-time adaptation
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image synthesis
(1)
text-to-image generation
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semantic alignment
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motion transfer
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low-rank adaptation
(1)
text-to-image diffusion
(1)
latent diffusion
(1)
text-to-video generation
(1)
latent optimization
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image fidelity
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temporal consistency
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cross-attention map
(1)
video diffusion model
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semantic mask
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contrastive learning
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Papers
MotionFlow: Attention-Driven Motion Transfer in Video Diffusion Models
AAAI 2026
Contrastive Test-Time Composition of Multiple LoRA Models for Image Generation
ICCV 2025
ConceptAttention: Diffusion Transformers Learn Highly Interpretable Features
ICML 2025
CONFORM: Contrast is All You Need for High-Fidelity Text-to-Image Diffusion Models
CVPR 2024