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Fernando De la Torre

51 papers · 2012–2025 · 7 conferences · across top CS/AI conferences

Achievements

🌈 Renaissance Researcher (6) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (7) πŸƒ Academic Marathon (13) πŸ—ΊοΈ Taxonomy Completionist (88) 🐝 Cross-Pollinator (13) 🌟 Keyword Trendsetter Combo (6) πŸ”¬ Deep Specialist (11) 🧬 Topic Evolution πŸ† Keyword Champion (2) πŸ’Ž Century Club (51) πŸ”₯ Unstoppable (7) πŸš€ Conference Pioneer πŸ—ƒοΈ Keyword Collector (242) ⚑ Prolific Year (6) πŸ“ˆ Trend Setter

Conferences

ICCV (17) CVPR (16) WACV (8) ECCV (5) NIPS (3) AISTATS (1) EMNLP (1)

Top co-authors

Chen Henry Wu (6) Wen-Sheng Chu (5) Yaser Sheikh (5) Shugao Ma (5) Jean-Charles Bazin (4) Francisco Vicente Carrasco (4) Daeil Kim (4) Joao P. Costeira (4) Aayush Prakash (4) Saman Motamed (3)

Research topics

Generation (1)

Keywords

domain adaptation (5) 3d reconstruction (4) unsupervised learning (4) generative model (4) diffusion model (4) latent space (3) identity preservation (3) facial action unit detection (3) facial action unit (3) structure from motion (3) matrix factorization (3) image generation (2) synthetic datum (2) domain generalization (2) data augmentation (2) neural rendering (2) feature selection (2) transfer learning (2) knowledge distillation (2) computer vision (2)

Papers

Adapting Vehicle Detectors for Aerial Imagery to Unseen Domains with Weak Supervision ICCV 2025
GAS: Generative Avatar Synthesis from a Single Image ICCV 2025
On the Fine-Grained Planning Abilities of VLM Web Agents EMNLP 2025
GHOST: Grounded Human Motion Generation with Open Vocabulary Scene-and-Text Contexts WACV 2025
Teleportraits: Training-Free People Insertion into Any Scene ICCV 2025
Improving Noise Efficiency in Privacy-preserving Dataset Distillation ICCV 2025
LightSwitch: Multi-view Relighting with Material-guided Diffusion ICCV 2025
Domain Gap Embeddings for Generative Dataset Augmentation CVPR 2024
Doubly Hierarchical Geometric Representations for Strand-based Human Hairstyle Generation NIPS 2024
Visual Data Diagnosis and Debiasing with Concept Graphs NIPS 2024
Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning Mamba NIPS 2024
POET: Prompt Offset Tuning for Continual Human Action Adaptation ECCV 2024
Generalizable Human Gaussians for Sparse View Synthesis ECCV 2024
FAMOUS: High-Fidelity Monocular 3D Human Digitization Using View Synthesis ECCV 2024
Towards Realistic Generative 3D Face Models WACV 2024
MotionGPT: Human Motion Synthesis With Improved Diversity and Realism via GPT-3 Prompting WACV 2024
Exploring the Impact of Rendering Method and Motion Quality on Model Performance When Using Multi-View Synthetic Data for Action Recognition WACV 2024
Personalized Face Inpainting With Diffusion Models by Parallel Visual Attention WACV 2024
D3GU: Multi-Target Active Domain Adaptation via Enhancing Domain Alignment WACV 2024
Zero-Shot Model Diagnosis CVPR 2023
Controllable 3D Generative Adversarial Face Model via Disentangling Shape and Appearance WACV 2023
ITI-GEN: Inclusive Text-to-Image Generation ICCV 2023
Data-Free Class-Incremental Hand Gesture Recognition ICCV 2023
A Latent Space of Stochastic Diffusion Models for Zero-Shot Image Editing and Guidance ICCV 2023
PATMAT: Person Aware Tuning of Mask-Aware Transformer for Face Inpainting ICCV 2023
Robust Egocentric Photo-Realistic Facial Expression Transfer for Virtual Reality CVPR 2022
Audio- and Gaze-Driven Facial Animation of Codec Avatars WACV 2021
High-Fidelity Face Tracking for AR/VR via Deep Lighting Adaptation CVPR 2021
Pixel Codec Avatars CVPR 2021
MeshTalk: 3D Face Animation From Speech Using Cross-Modality Disentanglement ICCV 2021
3D Human Shape and Pose from a Single Low-Resolution Image with Self-Supervised Learning ECCV 2020
Expressive Telepresence via Modular Codec Avatars ECCV 2020
Inverse Composition Discriminative Optimization for Point Cloud Registration CVPR 2018
Approximate Grassmannian Intersections: Subspace-Valued Subspace Learning ICCV 2017
Additive Component Analysis CVPR 2017
Discriminative Optimization: Theory and Applications to Point Cloud Registration CVPR 2017
Soft-Margin Mixture of Regressions CVPR 2017
Motion From Structure (MfS): Searching for 3D Objects in Cluttered Point Trajectories CVPR 2016
Global Supervised Descent Method CVPR 2015
Semantic Component Analysis ICCV 2015
Unsupervised Synchrony Discovery in Human Interaction ICCV 2015
Confidence Preserving Machine for Facial Action Unit Detection ICCV 2015
Joint Patch and Multi-Label Learning for Facial Action Unit Detection CVPR 2015
Complex Non-Rigid Motion 3D Reconstruction by Union of Subspaces CVPR 2014
Supervised Descent Method and Its Applications to Face Alignment CVPR 2013
Deformable Graph Matching CVPR 2013
Robust Matrix Factorization with Unknown Noise ICCV 2013
Unifying Nuclear Norm and Bilinear Factorization Approaches for Low-Rank Matrix Decomposition ICCV 2013
Facial Action Unit Event Detection by Cascade of Tasks ICCV 2013
Selective Transfer Machine for Personalized Facial Action Unit Detection CVPR 2013
Maximum Margin Temporal Clustering AISTATS 2012