9 citations · 12 across the 7 of their papers we have counts for
8 papers
VIXEN: Visual Text Comparison Network for Image Difference Captioning
Alexander Black, Jing Shi, Yifei Fan +2
We present VIXEN - a technique that succinctly summarizes in text the visual differences between a pair of images in order to highlight any content manipulation present. Our propos…
DECORAIT -- DECentralized Opt-in/out Registry for AI Training
Kar Balan, Alex Black, Simon Jenni +3
We present DECORAIT; a decentralized registry through which content creators may assert their right to opt in or out of AI training as well as receive reward for their contribution…
ALADIN-NST: Self-supervised disentangled representation learning of artistic style through Neural Style Transfer
Dan Ruta, Gemma Canet Tarres, Alexander Black +2
Representation learning aims to discover individual salient features of a domain in a compact and descriptive form that strongly identifies the unique characteristics of a given sa…
VADER: Video Alignment Differencing and Retrieval
Alexander Black, Simon Jenni, Tu Bui +5
We propose VADER, a spatio-temporal matching, alignment, and change summarization method to help fight misinformation spread via manipulated videos. VADER matches and coarsely alig…
Audio-Visual Contrastive Learning with Temporal Self-Supervision
Simon Jenni, Alexander Black, John Collomosse
We propose a self-supervised learning approach for videos that learns representations of both the RGB frames and the accompanying audio without human supervision. In contrast to im…
SImProv: Scalable Image Provenance Framework for Robust Content Attribution
Alexander Black, Tu Bui, Simon Jenni +3
We present SImProv - a scalable image provenance framework to match a query image back to a trusted database of originals and identify possible manipulations on the query. SImProv…
VPN: Video Provenance Network for Robust Content Attribution
Alexander Black, Tu Bui, Simon Jenni +2
We present VPN - a content attribution method for recovering provenance information from videos shared online. Platforms, and users, often transform video into different quality, c…
Compositional Sketch Search
Alexander Black, Tu Bui, Long Mai +2
We present an algorithm for searching image collections using free-hand sketches that describe the appearance and relative positions of multiple objects. Sketch based image retriev…