← Authors

Patrick Pérez

54 papers · 2013–2026 · 9 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🌍 Conference Polyglot (9) 🗺️ Taxonomy Completionist (83) 🌈 Renaissance Researcher (6) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (12) 🐣 Hot Topic Early Bird 🏃 Academic Marathon (13) 🏠 Conference Loyalist (24) 🤝 Dynamic Duo (20) 🏆 Grand Slam 🏆 Keyword Champion 🔥 Unstoppable (14) 📈 Trend Setter 🚀 Conference Pioneer ⚡ Prolific Year (7) 🗃️ Keyword Collector (174) ❓ The Questioner 💎 Century Club (54)

Conferences

CVPR (24) ICCV (9) ECCV (8) NIPS (6) AAAI (2) ICLR (2) CORL (1) ICML (1) WACV (1)

Top co-authors

Matthieu Cord (20) Andrei Bursuc (12) Tuan-Hung VU (10) Spyros Gidaris (7) Oriane Siméoni (6) Christian Theobalt (6) Himalaya Jain (6) Mickaël Chen (5) Eloi Zablocki (5) Gilles Puy (5)

Keywords

semantic segmentation (15) self-supervised learning (7) autonomous driving (5) representation learning (5) unsupervised learning (5) domain adaptation (4) image classification (4) depth estimation (3) instance segmentation (3) neural network (3) convolutional neural network (3) image retrieval (3) object detection (3) vision-language model (3) few-shot learning (2) zero-shot learning (2) multi-task learning (2) data augmentation (2) adversarial learning (2) transfer learning (2)

Papers

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