4 papers · 1 filter
Towards Generalization of Tactile Image Generation: Reference-Free Evaluation in a Leakage-Free Setting
Cagri Gungor, Derek Eppinger, Adriana Kovashka
Tactile sensing, which relies on direct physical contact, is critical for human perception and underpins applications in computer vision, robotics, and multimodal learning. Because…
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…
Boosting Weakly Supervised Object Detection using Fusion and Priors from Hallucinated Depth
Cagri Gungor, Adriana Kovashka
Despite recent attention and exploration of depth for various tasks, it is still an unexplored modality for weakly-supervised object detection (WSOD). We propose an amplifier metho…