Search Results for author: Alara Dirik

Found 6 papers, 1 papers with code

3D-LatentMapper: View Agnostic Single-View Reconstruction of 3D Shapes

no code implementations5 Dec 2022 Alara Dirik, Pinar Yanardag

Computer graphics, 3D computer vision and robotics communities have produced multiple approaches to represent and generate 3D shapes, as well as a vast number of use cases.

XDGAN: Multi-Modal 3D Shape Generation in 2D Space

no code implementations6 Oct 2022 Hassan Abu Alhaija, Alara Dirik, André Knörig, Sanja Fidler, Maria Shugrina

Specifically, we propose a novel method to convert 3D shapes into compact 1-channel geometry images and leverage StyleGAN3 and image-to-image translation networks to generate 3D objects in 2D space.

3D Shape Generation Image-to-Image Translation

FairStyle: Debiasing StyleGAN2 with Style Channel Manipulations

no code implementations13 Feb 2022 Cemre Karakas, Alara Dirik, Eylul Yalcinkaya, Pinar Yanardag

Our experiments show that our method successfully debiases the GAN model within a few minutes without compromising the quality of the generated images.

Text and Image Guided 3D Avatar Generation and Manipulation

1 code implementation12 Feb 2022 Zehranaz Canfes, M. Furkan Atasoy, Alara Dirik, Pinar Yanardag

In this work, we propose a novel 3D manipulation method that can manipulate both the shape and texture of the model using text or image-based prompts such as 'a young face' or 'a surprised face'.

Attribute

StyleMC: Multi-Channel Based Fast Text-Guided Image Generation and Manipulation

no code implementations15 Dec 2021 Umut Kocasari, Alara Dirik, Mert Tiftikci, Pinar Yanardag

Discovering meaningful directions in the latent space of GANs to manipulate semantic attributes typically requires large amounts of labeled data.

Image Generation Prompt Engineering

Controlled Cue Generation for Play Scripts

no code implementations13 Dec 2021 Alara Dirik, Hilal Donmez, Pinar Yanardag

In this paper, we use a large-scale play scripts dataset to propose the novel task of theatrical cue generation from dialogues.

Attribute Language Modelling +1

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