Forsyth, David

37 publications

NeurIPS 2025 A Snapshot of Influence: A Local Data Attribution Framework for Online Reinforcement Learning Yuzheng Hu, Fan Wu, Haotian Ye, David Forsyth, James Zou, Nan Jiang, Jiaqi W. Ma, Han Zhao

WACV 2025 Copy or Not? Reference-Based Face Image Restoration with Fine Details Min Jin Chong, Dejia Xu, Yi Zhang, Zhangyang Wang, David Forsyth, Gurunandan Krishnan, Yicheng Wu, Jian Wang

WACV 2025 Dequantization and Color Transfer with Diffusion Models Vaibhav Vavilala, Faaris Shaik, David Forsyth

ICML 2025 Empirical Privacy Variance Yuzheng Hu, Fan Wu, Ruicheng Xian, Yuhang Liu, Lydia Zakynthinou, Pritish Kamath, Chiyuan Zhang, David Forsyth

CVPR 2025 How Do I Do That? Synthesizing 3D Hand Motion and Contacts for Everyday Interactions Aditya Prakash, Benjamin Lundell, Dmitry Andreychuk, David Forsyth, Saurabh Gupta, Harpreet Sawhney

ICCV 2025 InvRGB+L: Inverse Rendering of Complex Scenes with Unified Color and LiDAR Reflectance Modeling Xiaoxue Chen, Bhargav Chandaka, Chih-Hao Lin, Ya-Qin Zhang, David Forsyth, Hao Zhao, Shenlong Wang

WACV 2024 Controlling Virtual Try-on Pipeline Through Rendering Policies Kedan Li, Jeffrey Zhang, Shao-Yu Chang, David Forsyth

ICML 2024 HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal Mantas Mazeika, Long Phan, Xuwang Yin, Andy Zou, Zifan Wang, Norman Mu, Elham Sakhaee, Nathaniel Li, Steven Basart, Bo Li, David Forsyth, Dan Hendrycks

WACV 2024 P2D: Plug and Play Discriminator for Accelerating GAN Frameworks Min Jin Chong, Krishna Kumar Singh, Yijun Li, Jingwan Lu, David Forsyth

WACV 2024 Preserving Image Properties Through Initializations in Diffusion Models Jeffrey Zhang, Shao-Yu Chang, Kedan Li, David Forsyth

ICCV 2023 ClimateNeRF: Extreme Weather Synthesis in Neural Radiance Field Yuan Li, Zhi-Hao Lin, David Forsyth, Jia-Bin Huang, Shenlong Wang

ICCV 2023 Convex Decomposition of Indoor Scenes Vaibhav Vavilala, David Forsyth

ICCV 2023 Improving Equivariance in State-of-the-Art Supervised Depth and Normal Predictors Yuanyi Zhong, Anand Bhattad, Yu-Xiong Wang, David Forsyth

WACV 2022 Controlled GAN-Based Creature Synthesis via a Challenging Game Art Dataset - Addressing the Noise-Latent Trade-Off Vaibhav Vavilala, David Forsyth

CVPR 2022 DIVeR: Real-Time and Accurate Neural Radiance Fields with Deterministic Integration for Volume Rendering Liwen Wu, Jae Yong Lee, Anand Bhattad, Yu-Xiong Wang, David Forsyth

ICML 2022 How to Steer Your Adversary: Targeted and Efficient Model Stealing Defenses with Gradient Redirection Mantas Mazeika, Bo Li, David Forsyth

ECCV 2022 JoJoGAN: One Shot Face Stylization Min Jin Chong, David Forsyth

ICLR 2022 On the Importance of Firth Bias Reduction in Few-Shot Classification Saba Ghaffari, Ehsan Saleh, David Forsyth, Yu-Xiong Wang

ICCV 2021 LSD-StructureNet: Modeling Levels of Structural Detail in 3D Part Hierarchies Dominic Roberts, Ara Danielyan, Hang Chu, Mani Golparvar-Fard, David Forsyth

ICCV 2021 Retrieve in Style: Unsupervised Facial Feature Transfer and Retrieval Min Jin Chong, Wen-Sheng Chu, Abhishek Kumar, David Forsyth

WACV 2020 Improving Style Transfer with Calibrated Metrics Mao-Chuang Yeh, Shuai Tang, Anand Bhattad, Chuhang Zou, David Forsyth

ECCV 2020 Why Do These Match? Explaining the Behavior of Image Similarity Models Bryan A. Plummer, Mariya I. Vasileva, Vitali Petsiuk, Kate Saenko, David Forsyth

ECCV 2018 Learning Type-Aware Embeddings for Fashion Compatibility Mariya I. Vasileva, Bryan A. Plummer, Krishna Dusad, Shreya Rajpal, Ranjitha Kumar, David Forsyth

ECCV 2018 Structural Consistency and Controllability for Diverse Colorization Safa Messaoud, David Forsyth, Alexander G. Schwing

CVPR 2017 Learning Diverse Image Colorization Aditya Deshpande, Jiajun Lu, Mao-Chuang Yeh, Min Jin Chong, David Forsyth

ICCV 2017 SafetyNet: Detecting and Rejecting Adversarial Examples Robustly Jiajun Lu, Theerasit Issaranon, David Forsyth

CVPR 2016 Learning to Localize Little Landmarks Saurabh Singh, Derek Hoiem, David Forsyth

NeurIPS 2016 Swapout: Learning an Ensemble of Deep Architectures Saurabh Singh, Derek Hoiem, David Forsyth

CVPR 2015 An Approximate Shading Model for Object Relighting Zicheng Liao, Kevin Karsch, David Forsyth

ICCV 2015 Learning Large-Scale Automatic Image Colorization Aditya Deshpande, Jason Rock, David Forsyth

CVPR 2015 Learning a Sequential Search for Landmarks Saurabh Singh, Derek Hoiem, David Forsyth

CVPR 2015 Sparse Depth Super Resolution Jiajun Lu, David Forsyth

NeurIPS 2013 Fast Template Evaluation with Vector Quantization Mohammad Amin Sadeghi, David Forsyth

CVPR 2013 Non-Parametric Filtering for Geometric Detail Extraction and Material Representation Zicheng Liao, Jason Rock, Yang Wang, David Forsyth

JMLR 2012 Discriminative Hierarchical Part-Based Models for Human Parsing and Action Recognition Yang Wang, Duan Tran, Zicheng Liao, David Forsyth

NeurIPS 2005 Efficient Unsupervised Learning for Localization and Detection in Object Categories Nicolas Loeff, Himanshu Arora, Alexander Sorokin, David Forsyth

NeurIPS 2005 Searching for Character Models Jaety Edwards, David Forsyth