David Forsyth
38 papers · 2003–2025 · 8 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (22) 🌍 Conference Polyglot (8) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (13)
🐝
Cross-Pollinator
(13)
🧭
Keyword Pioneer
🏃
Academic Marathon
(22)
🌟
Keyword Trendsetter Combo
(8)
🏆
Keyword Champion
🌱
Topic Pioneer
📈
Trend Setter
🚀
Conference Pioneer
🗃️
Keyword Collector
(178)
⚡
Prolific Year
(5)
💎
Century Club
(38)
❓
The Questioner
(3)
🔥
Unstoppable
(11)
Conferences
CVPR (11)
ICCV (8)
WACV (7)
ECCV (4)
ICML (3)
JMLR (2)
NIPS (2)
ICLR (1)
Top co-authors
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