5 citations · 15 across the 10 of their papers we have counts for
12 papers
Unified Agentic Video Editing Across Levels of Complexity and Creativity
Surabhi S. Nath, Kim Ferres, Milan Petrović +1
Editing is a core component of video production, requiring creative planning and decisions under multiple constraints. Here, we report methods for agentic tooling for automated vid…
Post-training makes large language models less human-like
Marcel Binz, Elif Akata, Abdullah Almaatouq +76
Large language models (LLMs) are increasingly used as surrogates for human participants, but it remains unclear which models best capture human behavior and why. To address this, w…
Designing Rewards for Rewarding Designs: Demonstrating the Impact of Rewards on the Creative Design Process
Surabhi S Nath, Vindula Jayawardana, Monica Van +2
The creative design process involves transforming abstract goals into concrete outcomes through a series of decisions made under constraints. While such processes are commonly shap…
Solving Spatial Supersensing Without Spatial Supersensing
Vishaal Udandarao, Shyamgopal Karthik, Surabhi S. Nath +3
Cambrian-S aims to take the first steps towards improving video world models with spatial supersensing by introducing (i) two benchmarks, VSI-Super-Recall (VSR) and VSI-Super-Count…
Pencils to Pixels: A Systematic Study of Creative Drawings across Children, Adults and AI
Surabhi S Nath, Guiomar del Cuvillo y Schröder, Claire E. Stevenson
Can we derive computational metrics to quantify visual creativity in drawings across intelligent agents, while accounting for inherent differences in technical skill and style? To…
Complexity in Complexity: Understanding Visual Complexity Through Structure, Color, and Surprise
Karahan Sarıtaş, Peter Dayan, Tingke Shen +1
Understanding how humans perceive visual complexity is a key area of study in visual cognition. Previous approaches to modeling visual complexity assessments have often resulted in…
Centaur: a foundation model of human cognition
Marcel Binz, Elif Akata, Matthias Bethge +37
Establishing a unified theory of cognition has been a major goal of psychology. While there have been previous attempts to instantiate such theories by building computational model…
Characterising the Creative Process in Humans and Large Language Models
Surabhi S. Nath, Peter Dayan, Claire Stevenson
Large language models appear quite creative, often performing on par with the average human on creative tasks. However, research on LLM creativity has focused solely on \textit{pro…
Simplicity in Complexity : Explaining Visual Complexity using Deep Segmentation Models
Tingke Shen, Surabhi S Nath, Aenne Brielmann +1
The complexity of visual stimuli plays an important role in many cognitive phenomena, including attention, engagement, memorability, time perception and aesthetic evaluation. Despi…
Hear Her Fear: Data Sonification for Sensitizing Society on Crime Against Women in India
Surabhi S Nath
Data sonification is a means of representing data through sound and has been utilized in a variety of applications. Crime against women has been a rising concern in India. We explo…
It's LeVAsa not LevioSA! Latent Encodings for Valence-Arousal Structure Alignment
Surabhi S. Nath, Vishaal Udandarao, Jainendra Shukla
In recent years, great strides have been made in the field of affective computing. Several models have been developed to represent and quantify emotions. Two popular ones include (…
Universal EEG Encoder for Learning Diverse Intelligent Tasks
Baani Leen Kaur Jolly, Palash Aggrawal, Surabhi S Nath +3
Brain Computer Interfaces (BCI) have become very popular with Electroencephalography (EEG) being one of the most commonly used signal acquisition techniques. A major challenge in B…