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Faizan Farooq Khan

4 accepted papers

2026

Step-by-step Layered Design Generation

AAAI 2026technical

Design generation, in its essence, is a step-by-step process where designers progressively refine and enhance their work through careful modifications. Despite this fundamental characteristic, existing approaches mainly treat design synthesis as a single-step generation problem, significantly undere

Cited by 0SourcePDFScholar
2023

FishNet: A Large-scale Dataset and Benchmark for Fish Recognition, Detection, and Functional Trait Prediction

ICCV 2023poster

Aquatic species are essential components of the world's ecosystem, and the preservation of aquatic biodiversity is crucial for maintaining proper ecosystem functioning. Unfortunately, increasing anthropogenic pressures such as overfishing, climate change, and coastal development pose significant thr…

Cited by 34PDFcodeScholar
2023

HRS-Bench: Holistic, Reliable and Scalable Benchmark for Text-to-Image Models

ICCV 2023poster

Designing robust text-to-image (T2I) models have been extensively explored in recent years, especially with the emergence of diffusion models, which achieves state-of-the-art results on T2I synthesis tasks. Despite the significant effort and success in this direction, we observed that the existing m…

Cited by 73PDFcodeScholar
2022

It Is Okay To Not Be Okay: Overcoming Emotional Bias in Affective Image Captioning by Contrastive Data Collection

CVPR 2022poster

Datasets that capture the connection between vision, language, and affection are limited, causing a lack of understanding of the emotional aspect of human intelligence. As a step in this direction, the ArtEmis dataset was recently introduced as a large-scale dataset of emotional reactions to images…

Cited by 44PDFScholar