Roni Sengupta
12 papers · 2023–2026 · 6 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (20) π Century Club Β· Bronze β‘ Prolific Year Β· Productive
π
Conference Pioneer
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Research topics
Keywords
diffusion model
(3)
generative model
(2)
image generation
(2)
catastrophic forgetting
(1)
multimodal guidance
(1)
video generation
(1)
multi-task learning
(1)
conditional generation
(1)
deepfake detection
(1)
image harmonization
(1)
personalized generation
(1)
semantic segmentation
(1)
continual learning
(1)
foundation model
(1)
low-rank adaptation
(1)
novel view synthesis
(1)
text-to-image diffusion
(1)
stable diffusion
(1)
temporal coherence
(1)
3d reconstruction
(1)
Papers
Relightful Video Portrait Harmonization
CVPR 2026
TalkingHeadBench: A Multi-Modal Benchmark & Analysis of Talking-Head DeepFake Detection
WACV 2026
Continual Learning of Personalized Generative Face Models with Experience Replay
WACV 2025
My3DGen: A Scalable Personalized 3D Generative Model
WACV 2025
ScribbleLight: Single Image Indoor Relighting with Scribbles
CVPR 2025
Joint Depth Prediction and Semantic Segmentation With Multi-View SAM
WACV 2024
Leveraging Near-Field Lighting for Monocular Depth Estimation from Endoscopy Videos
ECCV 2024
NePhi: Neural Deformation Fields for Approximately Diffeomorphic Medical Image Registration
ECCV 2024
Personalized Video Relighting With an At-Home Light Stage
ECCV 2024
Structure-preserving Image Translation for Depth Estimation in Colonoscopy
MICCAI 2024
Universal Guidance for Diffusion Models
ICLR 2024
rPPG-Toolbox: Deep Remote PPG Toolbox
NeurIPS 2023