24 citations · 40 across the 8 of their papers we have counts for
8 papers · 1 filter
Mitigating Hallucinations in Diffusion Models through Adaptive Attention Modulation
Trevine Oorloff, Yaser Yacoob, Abhinav Shrivastava
Diffusion models, while increasingly adept at generating realistic images, are notably hindered by hallucinations -- unrealistic or incorrect features inconsistent with the trained…
AVFF: Audio-Visual Feature Fusion for Video Deepfake Detection
Trevine Oorloff, Surya Koppisetti, Nicolò Bonettini +5
With the rapid growth in deepfake video content, we require improved and generalizable methods to detect them. Most existing detection methods either use uni-modal cues or rely on…
Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning
Fuxiao Liu, Kevin Lin, Linjie Li +3
Despite the promising progress in multi-modal tasks, current large multi-modal models (LMMs) are prone to hallucinating inconsistent descriptions with respect to the associated ima…
COVID-VTS: Fact Extraction and Verification on Short Video Platforms
Fuxiao Liu, Yaser Yacoob, Abhinav Shrivastava
We introduce a new benchmark, COVID-VTS, for fact-checking multi-modal information involving short-duration videos with COVID19- focused information from both the real world and ma…
One-Shot Face Video Re-enactment using Hybrid Latent Spaces of StyleGAN2
Trevine Oorloff, Yaser Yacoob
While recent research has progressively overcome the low-resolution constraint of one-shot face video re-enactment with the help of StyleGAN's high-fidelity portrait generation, th…
Expressive Talking Head Video Encoding in StyleGAN2 Latent-Space
Trevine Oorloff, Yaser Yacoob
While the recent advances in research on video reenactment have yielded promising results, the approaches fall short in capturing the fine, detailed, and expressive facial features…
Label Denoising Adversarial Network (LDAN) for Inverse Lighting of Face Images
Hao Zhou, Jin Sun, Yaser Yacoob +1
Lighting estimation from face images is an important task and has applications in many areas such as image editing, intrinsic image decomposition, and image forgery detection. We p…
Modeling Colors of Single Attribute Variations with Application to Food Appearance
Yaser Yacoob
This paper considers the intra-image color-space of an object or a scene when these are subject to a dominant single-source of variation. The source of variation can be intrinsic o…