44 citations · 90 across the 34 of their papers we have counts for
6 papers · 1 filter
CAP: Evaluation of Persuasive and Creative Image Generation
Aysan Aghazadeh, Adriana Kovashka
We address the task of advertisement image generation and introduce three evaluation metrics to assess Creativity, prompt Alignment, and Persuasiveness (CAP) in generated advertise…
Quantifying the Gaps Between Translation and Native Perception in Training for Multimodal, Multilingual Retrieval
Kyle Buettner, Adriana Kovashka
There is a scarcity of multilingual vision-language models that properly account for the perceptual differences that are reflected in image captions across languages and cultures.…
Enhancing Weakly-Supervised Object Detection on Static Images through (Hallucinated) Motion
Cagri Gungor, Adriana Kovashka
While motion has garnered attention in various tasks, its potential as a modality for weakly-supervised object detection (WSOD) in static images remains unexplored. Our study intro…
Integrating Audio Narrations to Strengthen Domain Generalization in Multimodal First-Person Action Recognition
Cagri Gungor, Adriana Kovashka
First-person activity recognition is rapidly growing due to the widespread use of wearable cameras but faces challenges from domain shifts across different environments, such as va…
Benchmarking VLMs' Reasoning About Persuasive Atypical Images
Sina Malakouti, Aysan Aghazadeh, Ashmit Khandelwal +1
Vision language models (VLMs) have shown strong zero-shot generalization across various tasks, especially when integrated with large language models (LLMs). However, their ability…
Incorporating Geo-Diverse Knowledge into Prompting for Increased Geographical Robustness in Object Recognition
Kyle Buettner, Sina Malakouti, Xiang Lorraine Li +1
Existing object recognition models have been shown to lack robustness in diverse geographical scenarios due to domain shifts in design and context. Class representations need to be…