Hey, this is Riza!

I am a 5th year Ph.D. candidate at the University Bielefeld and currently my research focuses on Image Generation, Diffusion Models, Multi-Modal Learning (Vision-Language Models), and Object Detection and Segmentation. Visit my website for more info: https://rizavelioglu.github.io/

Recent Works:

• MGT: Extending Virtual Try-Off to Multi-Garment Scenarios
  _{Velioglu, Riza and Bevandic, Petra and Chan, Robin and Hammer, Barbara
  ICCVW'25}

• TryOffDiff: Virtual-Try-Off via High-Fidelity Garment Reconstruction using Diffusion Models
  _{Velioglu, Riza and Bevandic, Petra and Chan, Robin and Hammer, Barbara
  CVPR'25-Demo}

• FashionFail: Addressing Failure Cases in Fashion Object Detection and Segmentation
  _{Velioglu, Riza and Chan, Robin and Hammer, Barbara
  IJCNN'24}

Open Source contributions:

• https://github.com/pytorch/vision/issues/8351
• https://github.com/pytorch/vision/pull/7520,
• https://github.com/pytorch/vision/pull/8231,
• https://github.com/pytorch/vision/issues/8351,
• https://github.com/roboflow/supervision/issues/285
• https://github.com/roboflow/supervision/pull/289
• https://github.com/activeloopai/deeplake/issues/2386
• https://github.com/facebookresearch/mmf/pull/699
• https://github.com/facebookresearch/mmf/pull/541