Search Results for author: Rania Briq

Found 7 papers, 2 papers with code

Scaling Image Tokenizers with Grouped Spherical Quantization

1 code implementation3 Dec 2024 Jiangtao Wang, Zhen Qin, Yifan Zhang, Vincent Tao Hu, Björn Ommer, Rania Briq, Stefan Kesselheim

Vision tokenizers have gained a lot of attraction due to their scalability and compactness; previous works depend on old-school GAN-based hyperparameters, biased comparisons, and a lack of comprehensive analysis of the scaling behaviours.

Quantization

Data Pruning in Generative Diffusion Models

no code implementations19 Nov 2024 Rania Briq, Jiangtao Wang, Stefan Kesselheim

Data pruning is the problem of identifying a core subset that is most beneficial to training and discarding the remainder.

Clustering

Towards Better Adversarial Synthesis of Human Images from Text

no code implementations5 Jul 2021 Rania Briq, Pratika Kochar, Juergen Gall

This paper proposes an approach that generates multiple 3D human meshes from text.

Image Generation

Adversarial Synthesis of Human Pose from Text

no code implementations1 May 2020 Yifei Zhang, Rania Briq, Julian Tanke, Juergen Gall

This work focuses on synthesizing human poses from human-level text descriptions.

Generative Adversarial Network

Unifying Part Detection and Association for Recurrent Multi-Person Pose Estimation

no code implementations26 Apr 2019 Rania Briq, Andreas Doering, Juergen Gall

We propose a joint model of human joint detection and association for 2D multi-person pose estimation (MPPE).

Multi-Person Pose Estimation

Convolutional Simplex Projection Network (CSPN) for Weakly Supervised Semantic Segmentation

1 code implementation24 Jul 2018 Rania Briq, Michael Moeller, Juergen Gall

Weakly supervised semantic segmentation has been a subject of increased interest due to the scarcity of fully annotated images.

Segmentation Weakly supervised Semantic Segmentation +1

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