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David Forsyth

38 papers · 2003–2025 · 8 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (8) 🐣 Hot Topic Early Bird πŸ—ΊοΈ Taxonomy Completionist (68) 🌈 Renaissance Researcher (9) πŸŒ‰ Interdisciplinary Bridge 🐝 Cross-Pollinator (13) 🧭 Keyword Pioneer πŸƒ Academic Marathon (22) 🌟 Keyword Trendsetter Combo (8) πŸ† Keyword Champion 🌱 Topic Pioneer πŸ“ˆ Trend Setter πŸš€ Conference Pioneer πŸ—ƒοΈ Keyword Collector (178) ⚑ Prolific Year (5) πŸ’Ž Century Club (38) ❓ The Questioner (3) πŸ”₯ Unstoppable (11)

Conferences

CVPR (11) ICCV (8) WACV (7) ECCV (4) ICML (3) JMLR (2) NIPS (2) ICLR (1)

Top co-authors

Min Jin Chong (6) Saurabh Singh (3) Vaibhav Vavilala (3) Jiajun Lu (3) Anand Bhattad (3) Yu-Xiong Wang (3) Aditya Deshpande (3) Derek Hoiem (3) Alexander G. Schwing (3) Zicheng Liao (3)

Keywords

image generation (7) generative model (5) generative adversarial network (4) image colorization (3) model compression (2) object detection (2) diffusion model (2) landmark detection (2) depth estimation (2) variational autoencoder (2) vector quantization (2) neural radiance field (2) image translation (2) human pose estimation (2) ensemble learning (1) image restoration (1) image segmentation (1) variational inference (1) 3d reconstruction (1) unsupervised learning (1)

Papers

Copy or Not? Reference-Based Face Image Restoration with Fine Details WACV 2025
InvRGB+L: Inverse Rendering of Complex Scenes with Unified Color and LiDAR Reflectance Modeling ICCV 2025
Empirical Privacy Variance ICML 2025
How Do I Do That? Synthesizing 3D Hand Motion and Contacts for Everyday Interactions CVPR 2025
Dequantization and Color Transfer with Diffusion Models WACV 2025
HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal ICML 2024
Preserving Image Properties Through Initializations in Diffusion Models WACV 2024
Controlling Virtual Try-On Pipeline Through Rendering Policies WACV 2024
P2D: Plug and Play Discriminator for Accelerating GAN Frameworks WACV 2024
ClimateNeRF: Extreme Weather Synthesis in Neural Radiance Field ICCV 2023
Improving Equivariance in State-of-the-Art Supervised Depth and Normal Predictors ICCV 2023
Convex Decomposition of Indoor Scenes ICCV 2023
How to Steer Your Adversary: Targeted and Efficient Model Stealing Defenses with Gradient Redirection ICML 2022
Controlled GAN-Based Creature Synthesis via a Challenging Game Art Dataset - Addressing the Noise-Latent Trade-Off WACV 2022
JoJoGAN: One Shot Face Stylization ECCV 2022
On the Importance of Firth Bias Reduction in Few-Shot Classification ICLR 2022
DIVeR: Real-Time and Accurate Neural Radiance Fields With Deterministic Integration for Volume Rendering CVPR 2022
LSD-StructureNet: Modeling Levels of Structural Detail in 3D Part Hierarchies ICCV 2021
Retrieve in Style: Unsupervised Facial Feature Transfer and Retrieval ICCV 2021
Why do These Match? Explaining the Behavior of Image Similarity Models ECCV 2020
Improving Style Transfer with Calibrated Metrics WACV 2020
Effectively Unbiased FID and Inception Score and Where to Find Them CVPR 2020
Fast, Diverse and Accurate Image Captioning Guided by Part-Of-Speech CVPR 2019
Max-Sliced Wasserstein Distance and Its Use for GANs CVPR 2019
Structural Consistency and Controllability for Diverse Colorization ECCV 2018
Learning Type-Aware Embeddings for Fashion Compatibility ECCV 2018
SafetyNet: Detecting and Rejecting Adversarial Examples Robustly ICCV 2017
Learning Diverse Image Colorization CVPR 2017
Swapout: Learning an ensemble of deep architectures NIPS 2016
Learning to Localize Little Landmarks CVPR 2016
Learning Large-Scale Automatic Image Colorization ICCV 2015
An Approximate Shading Model for Object Relighting CVPR 2015
Learning a Sequential Search for Landmarks CVPR 2015
Sparse Depth Super Resolution CVPR 2015
Non-parametric Filtering for Geometric Detail Extraction and Material Representation CVPR 2013
Fast Template Evaluation with Vector Quantization NIPS 2013
Discriminative Hierarchical Part-based Models for Human Parsing and Action Recognition JMLR 2012
Matching Words and Pictures JMLR 2003