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oguzhanercan 's Collections
Scene Generation
Training Theory
Image-Text Alignment
Efficent ML
Control Based Video Generation Models
Video Generation Backbone Models
Video Generation Style Models
Image-Video General Tasks
Generation Quality Enhancement
Diffusion/Flow Model Optimization
Voice
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Mobile Generative Models
Video Generation Control-Style Transfer
Diffusion-Score-Flow Guidance
Image Restoration (SR , Inpainting etc.)
General Theory
Image-Video MultiModal Understanding
Face Generation-Swap-Contol-Edit
Architectural Proposals
Generative Modeling Approachs
Image Editting
Video Generation
Diffusion Model Control
Image Generation

Training Theory

updated about 1 month ago
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  • Scaling Laws in Patchification: An Image Is Worth 50,176 Tokens And More

    Paper • 2502.03738 • Published Feb 6 • 11

  • Better Embeddings with Coupled Adam

    Paper • 2502.08441 • Published Feb 12 • 1

  • Make LoRA Great Again: Boosting LoRA with Adaptive Singular Values and Mixture-of-Experts Optimization Alignment

    Paper • 2502.16894 • Published Feb 24 • 29

  • SALT: Singular Value Adaptation with Low-Rank Transformation

    Paper • 2503.16055 • Published Mar 20 • 8

  • Decoupling Angles and Strength in Low-rank Adaptation

    Paper • 2503.18225 • Published Mar 23 • 4

  • Entropy-Based Adaptive Weighting for Self-Training

    Paper • 2503.23913 • Published Mar 31 • 4
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