Marcella Cornia
25 papers · 2019–2026 · 7 venues · across top CS/AI venues
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(25)
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(11)
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(5)
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Research topics
Computer Vision
(17)
Artificial Intelligence
(14)
Machine Learning
(14)
Core AI
(14)
Deep Learning
(13)
Learning Types Β· Machine Learning
(9)
Generation Β· Computer Vision
(8)
Natural Language Processing
(7)
Analysis
(7)
Learning Types Β· Deep Learning
(7)
Core Methods
(5)
Applications
(4)
Architectures
(4)
Generation Β· Natural Language Processing
(4)
Models
(4)
Keywords
image captioning
(6)
multimodal large language model
(6)
multimodal learning
(4)
gaze prediction
(2)
missing modality
(2)
scanpath prediction
(2)
open-vocabulary segmentation
(2)
visual attention
(2)
vision transformer
(2)
vision-language model
(2)
semantic segmentation
(2)
visual question answering
(2)
visual grounding
(2)
self-supervised learning
(2)
diffusion model
(2)
retrieval-augmented generation
(2)
image generation
(2)
video captioning
(1)
metric learning
(1)
object recognition
(1)
Papers
ReAG: Reasoning-Augmented Generation for Knowledge-based Visual Question Answering
CVPR 2026
Sketch2Stitch: GANs for Abstract Sketch-Based Dress Synthesis
WACV 2026
Augmenting Multimodal LLMs with Self-Reflective Tokens for Knowledge-based Visual Question Answering
CVPR 2025
Image Captioning Evaluation in the Age of Multimodal LLMs: Challenges and Future Perspectives
IJCAI 2025
MissRAG: Addressing the Missing Modality Challenge in Multimodal Large Language Models
ICCV 2025
Modeling Human Gaze Behavior with Diffusion Models for Unified Scanpath Prediction
ICCV 2025
Recurrence-Enhanced Vision-and-Language Transformers for Robust Multimodal Document Retrieval
CVPR 2025
Semantically Conditioned Prompts for Visual Recognition under Missing Modality Scenarios
WACV 2025
Talking to DINO: Bridging Self-Supervised Vision Backbones with Language for Open-Vocabulary Segmentation
ICCV 2025
TPP-Gaze: Modelling Gaze Dynamics in Space and Time with Neural Temporal Point Processes
WACV 2025
What Changed? Detecting and Evaluating Instruction-Guided Image Edits with Multimodal Large Language Models
ICCV 2025
BRIDGE: Bridging Gaps in Image Captioning Evaluation with Stronger Visual Cues
ECCV 2024
Contrasting Deepfakes Diffusion via Contrastive Learning and Global-Local Similarities
ECCV 2024
Personalized Instance-based Navigation Toward User-Specific Objects in Realistic Environments
NeurIPS 2024
Safe-CLIP: Removing NSFW Concepts from Vision-and-Language Models
ECCV 2024
The Revolution of Multimodal Large Language Models: A Survey
ACL 2024
Training-Free Open-Vocabulary Segmentation with Offline Diffusion-Augmented Prototype Generation
CVPR 2024
Trends, Applications, and Challenges in Human Attention Modelling
IJCAI 2024
Multimodal Garment Designer: Human-Centric Latent Diffusion Models for Fashion Image Editing
ICCV 2023
Positive-Augmented Contrastive Learning for Image and Video Captioning Evaluation
CVPR 2023
With a Little Help from Your Own Past: Prototypical Memory Networks for Image Captioning
ICCV 2023
Dress Code: High-Resolution Multi-Category Virtual Try-On
ECCV 2022
Meshed-Memory Transformer for Image Captioning
CVPR 2020
Art2Real: Unfolding the Reality of Artworks via Semantically-Aware Image-To-Image Translation
CVPR 2019
Show, Control and Tell: A Framework for Generating Controllable and Grounded Captions
CVPR 2019