← Authors

Markus Gross

31 papers · 2014–2025 · 9 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (14) 🌍 Conference Polyglot (9) πŸƒ Academic Marathon (11) 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (56) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🧬 Topic Evolution πŸ’Ž Century Club (31) πŸ“ˆ Trend Setter πŸš€ Conference Pioneer πŸ”₯ Unstoppable (8) πŸ—ƒοΈ Keyword Collector (145) ⚑ Prolific Year (5)

Conferences

CVPR (16) ICCV (4) MICCAI (3) ECCV (2) ICLR (2) AISTATS (1) ICML (1) NIPS (1) WACV (1)

Top co-authors

Christopher Schroers (9) Prashanth Chandran (6) Cengiz Oztireli (5) Derek Bradley (5) Gaspard Zoss (4) Abdelaziz Djelouah (4) Yingyan Xu (3) Jingwei Tang (3) Barbara Solenthaler (3) Alexander Sorkine-Hornung (3)

Research topics

Domain-Specific (1)

Keywords

convolutional neural network (4) novel view synthesis (3) generative model (3) 3d vision (2) video frame interpolation (2) diffusion model (2) volumetric rendering (2) long short-term memory (2) video segmentation (2) image warping (2) 3d reconstruction (2) neural radiance field (2) image-based rendering (2) multimodal learning (1) attention mechanism (1) image restoration (1) motion estimation (1) image generation (1) image classification (1) disparity estimation (1)

Papers

LookingGlass: Generative Anamorphoses via Laplacian Pyramid Warping CVPR 2025
Multi-Linear 3D Craniofacial Infant Shape Model MICCAI 2025
LDIP: Long Distance Information Propagation for Video Super-Resolution ICCV 2025
Monocular Facial Appearance Capture in the Wild ICCV 2025
Bridging the Gap between Gaussian Diffusion Models and Universal Quantization for Image Compression CVPR 2025
Stereo Conversion With Disparity-Aware Warping, Compositing and Inpainting WACV 2024
Artist-Friendly Relightable and Animatable Neural Heads CVPR 2024
Collaborative Semantic Occupancy Prediction with Hybrid Feature Fusion in Connected Automated Vehicles CVPR 2024
QUADify: Extracting Meshes with Pixel-level Details and Materials from Images CVPR 2024
Lossy Image Compression with Foundation Diffusion Models ECCV 2024
Spline-based Transformers ECCV 2024
How I Warped Your Noise: a Temporally-Correlated Noise Prior for Diffusion Models ICLR 2024
AutoSkull: Learning-based Skull Estimation for Automated Pipelines MICCAI 2024
Large-Scale 3D Infant Face Model MICCAI 2024
BetterDepth: Plug-and-Play Diffusion Refiner for Zero-Shot Monocular Depth Estimation NIPS 2024
Frame Interpolation Transformer and Uncertainty Guidance CVPR 2023
ReNeRF: Relightable Neural Radiance Fields with Nearfield Lighting ICCV 2023
Kernel Aware Resampler CVPR 2023
Adaptive Convolutions for Structure-Aware Style Transfer CVPR 2021
Attention-Driven Cropping for Very High Resolution Facial Landmark Detection CVPR 2020
Explaining Deep Neural Networks with a Polynomial Time Algorithm for Shapley Value Approximation ICML 2019
Neural Sequential Phrase Grounding (SeqGROUND) CVPR 2019
Learning-Based Sampling for Natural Image Matting CVPR 2019
Towards better understanding of gradient-based attribution methods for Deep Neural Networks ICLR 2018
A Network Architecture for Point Cloud Classification via Automatic Depth Images Generation CVPR 2018
PhaseNet for Video Frame Interpolation CVPR 2018
A Neural Multi-Sequence Alignment TeCHnique (NeuMATCH) CVPR 2018
Human Shape From Silhouettes Using Generative HKS Descriptors and Cross-Modal Neural Networks CVPR 2017
A Benchmark Dataset and Evaluation Methodology for Video Object Segmentation CVPR 2016
Fully Connected Object Proposals for Video Segmentation ICCV 2015
Computational Education using Latent Structured Prediction AISTATS 2014