Adam Kortylewski

CNS-Bench: Benchmarking Image Classifier Robustness Under Continuous Nuisance Shifts ICCV 2025 Common3D: Self-Supervised Learning of 3D Morphable Models for Common Objects in Neural Feature Space CVPR 2025 Compositional 4D Dynamic Scenes Understanding with Physics Priors for Video Question Answering ICLR 2025 Do It Yourself: Learning Semantic Correspondence from Pseudo-Labels ICCV 2025 PocoLoco: A Point Cloud Diffusion Model of Human Shape in Loose Clothing WACV 2025 Scaling 3D Compositional Models for Robust Classification and Pose Estimation ICCV 2025 VidSeg: Training-free Video Semantic Segmentation based on Diffusion Models CVPR 2025 A Bayesian Approach to OOD Robustness in Image Classification CVPR 2024 ASH: Animatable Gaussian Splats for Efficient and Photoreal Human Rendering CVPR 2024 DatasetNeRF: Efficient 3D-aware Data Factory with Generative Radiance Fields ECCV 2024 DIRECT-3D: Learning Direct Text-to-3D Generation on Massive Noisy 3D Data CVPR 2024 Discovering Failure Modes of Text-guided Diffusion Models via Adversarial Search ICLR 2024 Generating Images with 3D Annotations Using Diffusion Models ICLR 2024 ImageNet3D: Towards General-Purpose Object-Level 3D Understanding NeurIPS 2024 iNeMo: Incremental Neural Mesh Models for Robust Class-Incremental Learning ECCV 2024 Neural Textured Deformable Meshes for Robust Analysis-by-Synthesis WACV 2024 NOVUM: Neural Object Volumes for Robust Object Classification ECCV 2024 Relightable Neural Actor with Intrinsic Decomposition and Pose Control ECCV 2024 Robust Category-Level 3D Pose Estimation From Diffusion-Enhanced Synthetic Data WACV 2024 Source-Free and Image-Only Unsupervised Domain Adaptation for Category Level Object Pose Estimation ICLR 2024 Unsupervised Learning of Category-Level 3D Pose from Object-Centric Videos CVPR 2024 3D-Aware Neural Body Fitting for Occlusion Robust 3D Human Pose Estimation ICCV 2023 3D-Aware Visual Question Answering about Parts, Poses and Occlusions NeurIPS 2023 Animal3D: A Comprehensive Dataset of 3D Animal Pose and Shape ICCV 2023 CoKe: Contrastive Learning for Robust Keypoint Detection WACV 2023 CORL: Compositional Representation Learning for Few-Shot Classification WACV 2023 General Neural Gauge Fields ICLR 2023 PoseExaminer: Automated Testing of Out-of-Distribution Robustness in Human Pose and Shape Estimation CVPR 2023 Robust Model-Based Face Reconstruction Through Weakly-Supervised Outlier Segmentation CVPR 2023 Super-CLEVR: A Virtual Benchmark To Diagnose Domain Robustness in Visual Reasoning CVPR 2023 VoGE: A Differentiable Volume Renderer using Gaussian Ellipsoids for Analysis-by-Synthesis ICLR 2023 Amodal Segmentation Through Out-of-Task and Out-of-Distribution Generalization With a Bayesian Model CVPR 2022 Learning Part Segmentation Through Unsupervised Domain Adaptation From Synthetic Vehicles CVPR 2022 OOD-CV: A Benchmark for Robustness to Out-of-Distribution Shifts of Individual Nuisances in Natural Images ECCV 2022 "PartImageNet: A Large, High-Quality Dataset of Parts" ECCV 2022 Robust Category-Level 6D Pose Estimation with Coarse-to-Fine Rendering of Neural Features ECCV 2022 Simulated Adversarial Testing of Face Recognition Models CVPR 2022 SwapMix: Diagnosing and Regularizing the Over-Reliance on Visual Context in Visual Question Answering CVPR 2022 TransFG: A Transformer Architecture for Fine-Grained Recognition AAAI 2022 A-SDF: Learning Disentangled Signed Distance Functions for Articulated Shape Representation ICCV 2021 NeMo: Neural Mesh Models of Contrastive Features for Robust 3D Pose Estimation ICLR 2021 Neural View Synthesis and Matching for Semi-Supervised Few-Shot Learning of 3D Pose NeurIPS 2021 Robust Instance Segmentation Through Reasoning About Multi-Object Occlusion CVPR 2021 Combining Compositional Models and Deep Networks For Robust Object Classification under Occlusion WACV 2020 Compositional Convolutional Neural Networks: A Deep Architecture With Innate Robustness to Partial Occlusion CVPR 2020 PatchAttack: A Black-box Texture-based Attack with Reinforcement Learning ECCV 2020 Robust Object Detection Under Occlusion With Context-Aware CompositionalNets CVPR 2020 Greedy Structure Learning of Hierarchical Compositional Models CVPR 2019