Juan-Manuel Perez-Rua
12 papers · 2016–2026 · 3 venues · across top CS/AI venues
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Computer Vision
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image editing
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optical flow
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diffusion model
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object detection
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text-to-image generation
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video generation
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action recognition
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appearance modeling
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video segmentation
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few-shot learning
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incremental learning
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energy minimization
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egocentric vision
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video understanding
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self-supervised learning
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motion estimation
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Papers
Mixture of States: Routing Token-Level Dynamics for Multimodal Generation
CVPR 2026
TUNA: Taming Unified Visual Representations for Native Unified Multimodal Models
CVPR 2026
Learning Flow Fields in Attention for Controllable Person Image Generation
CVPR 2025
Boundary Denoising for Video Activity Localization
ICLR 2024
FLATTEN: optical FLow-guided ATTENtion for consistent text-to-video editing
ICLR 2024
GenTron: Diffusion Transformers for Image and Video Generation
CVPR 2024
Where Is My Wallet? Modeling Object Proposal Sets for Egocentric Visual Query Localization
CVPR 2023
Boundary-Sensitive Pre-Training for Temporal Localization in Videos
ICCV 2021
Incremental Few-Shot Object Detection
CVPR 2020
MFAS: Multimodal Fusion Architecture Search
CVPR 2019
ROAM: A Rich Object Appearance Model With Application to Rotoscoping
CVPR 2017
Determining Occlusions From Space and Time Image Reconstructions
CVPR 2016