Patrick Pérez

CLIP's Visual Embedding Projector is a Few-shot Cornucopia WACV 2026 ToddlerDiffusion: Interactive Structured Image Generation with Cascaded Schrödinger Bridge ICLR 2025 ManiPose: Manifold-Constrained Multi-Hypothesis 3D Human Pose Estimation NIPS 2024 PointBeV: A Sparse Approach for BeV Predictions CVPR 2024 Three Pillars Improving Vision Foundation Model Distillation for Lidar CVPR 2024 Winner-takes-all learners are geometry-aware conditional density estimators ICML 2024 A Simple Recipe for Language-guided Domain Generalized Segmentation CVPR 2024 CLIP-DINOiser: Teaching CLIP a few DINO tricks for open-vocabulary semantic segmentation ECCV 2024 Reliability in Semantic Segmentation: Can We Use Synthetic Data? ECCV 2024 Self-supervised learning with rotation-invariant kernels ICLR 2023 PODA: Prompt-driven Zero-shot Domain Adaptation ICCV 2023 OCTET: Object-Aware Counterfactual Explanations CVPR 2023 Resilient Multiple Choice Learning: A learned scoring scheme with application to audio scene analysis NIPS 2023 POP-3D: Open-Vocabulary 3D Occupancy Prediction from Images NIPS 2023 Unsupervised Object Localization: Observing the Background To Discover Objects CVPR 2023 HULC: 3D HUman Motion Capture with Pose Manifold SampLing and Dense Contact Guidance ECCV 2022 Active Learning Strategies for Weakly-Supervised Object Detection ECCV 2022 Drive&Segment: Unsupervised Semantic Segmentation of Urban Scenes via Cross-Modal Distillation ECCV 2022 STEEX: Steering Counterfactual Explanations with Semantics ECCV 2022 Raw High-Definition Radar for Multi-Task Learning CVPR 2022 LaRa: Latents and Rays for Multi-Camera Bird’s-Eye-View Semantic Segmentation CORL 2022 Semantic Palette: Guiding Scene Generation With Class Proportions CVPR 2021 Artificial Dummies for Urban Dataset Augmentation AAAI 2021 Multi-View Radar Semantic Segmentation ICCV 2021 Multi-Target Adversarial Frameworks for Domain Adaptation in Semantic Segmentation ICCV 2021 Large-Scale Unsupervised Object Discovery NIPS 2021 OBoW: Online Bag-of-Visual-Words Generation for Self-Supervised Learning CVPR 2021 QuEST: Quantized Embedding Space for Transferring Knowledge ECCV 2020 The Missing Data Encoder: Cross-Channel Image Completion with Hide-and-Seek Adversarial Network AAAI 2020 StyleRig: Rigging StyleGAN for 3D Control Over Portrait Images CVPR 2020 Learning Representations by Predicting Bags of Visual Words CVPR 2020 xMUDA: Cross-Modal Unsupervised Domain Adaptation for 3D Semantic Segmentation CVPR 2020 Toward Unsupervised, Multi-Object Discovery in Large-Scale Image Collections ECCV 2020 Zero-Shot Semantic Segmentation NIPS 2019 Addressing Failure Prediction by Learning Model Confidence NIPS 2019 SoDeep: A Sorting Deep Net to Learn Ranking Loss Surrogates CVPR 2019 A Flexible Convolutional Solver for Fast Style Transfers CVPR 2019 Unsupervised Image Matching and Object Discovery as Optimization CVPR 2019 ADVENT: Adversarial Entropy Minimization for Domain Adaptation in Semantic Segmentation CVPR 2019 DADA: Depth-Aware Domain Adaptation in Semantic Segmentation ICCV 2019 Boosting Few-Shot Visual Learning With Self-Supervision ICCV 2019 WoodScape: A Multi-Task, Multi-Camera Fisheye Dataset for Autonomous Driving ICCV 2019 FML: Face Model Learning From Videos CVPR 2019 Self-Supervised Multi-Level Face Model Learning for Monocular Reconstruction at Over 250 Hz CVPR 2018 Finding Beans in Burgers: Deep Semantic-Visual Embedding With Localization CVPR 2018 Learning a Complete Image Indexing Pipeline CVPR 2018 SUBIC: A Supervised, Structured Binary Code for Image Search ICCV 2017 ROAM: A Rich Object Appearance Model With Application to Rotoscoping CVPR 2017 Kernel Square-Loss Exemplar Machines for Image Retrieval CVPR 2017 MoFA: Model-Based Deep Convolutional Face Autoencoder for Unsupervised Monocular Reconstruction ICCV 2017 Determining Occlusions From Space and Time Image Reconstructions CVPR 2016 Exemplar SVMs as Visual Feature Encoders CVPR 2015 Automatic Face Reenactment CVPR 2014 Multi-view Object Segmentation in Space and Time ICCV 2013