← Authors

Martin Danelljan

72 papers · 2014–2026 · 8 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (8) πŸƒ Academic Marathon (12) 🐝 Cross-Pollinator (11) 🌈 Renaissance Researcher (7) πŸ—ΊοΈ Taxonomy Completionist (80) 🏠 Conference Loyalist (26) 🀝 Dynamic Duo (37) πŸ† Keyword Champion (4) 🧬 Topic Evolution πŸ”¬ Deep Specialist (15) πŸš€ Conference Pioneer πŸ—ƒοΈ Keyword Collector (257) πŸ“ˆ Trend Setter πŸ”₯ Unstoppable (13) πŸ’Ž Century Club (72) ⚑ Prolific Year (11)

Conferences

CVPR (26) ECCV (14) ICCV (12) WACV (9) NIPS (6) ICLR (2) ICML (2) AISTATS (1)

Top co-authors

Luc Van Gool (37) Fisher Yu (26) Radu Timofte (20) Fahad Shahbaz Khan (14) Lei Ke (12) Michael Felsberg (12) Goutam Bhat (11) Yu-Wing Tai (8) Chi-Keung Tang (8) Siyuan Li (6)

Keywords

visual tracking (9) object tracking (9) semantic segmentation (6) generative model (5) geometric matching (4) video object segmentation (4) dense correspondence (4) object detection (4) optical flow (4) convolutional neural network (4) image restoration (4) image super-resolution (3) latent space (3) semantic matching (3) diffusion model (3) image generation (3) zero-shot learning (3) model compression (3) normalizing flow (3) instance segmentation (2)

Papers

Any Detector Can Detect Anything WACV 2026
Diffusion-Based Particle-DETR for BEV Perception WACV 2025
Efficient Video Object Segmentation via Modulated Cross-Attention Memory WACV 2025
Segment Anything Meets Point Tracking WACV 2025
Lightweight Image Super-Resolution via Flexible Meta Pruning ICML 2024
"SLAck: Semantic, Location, and Appearance Aware Open-Vocabulary Tracking" ECCV 2024
Probabilistic Sampling of Balanced K-Means using Adiabatic Quantum Computing CVPR 2024
Beyond SOT: Tracking Multiple Generic Objects at Once WACV 2024
Matching Anything by Segmenting Anything CVPR 2024
Gaussian Grouping: Segment and Edit Anything in 3D Scenes ECCV 2024
Flexible Residual Binarization for Image Super-Resolution ICML 2024
Strategic Preys Make Acute Predators: Enhancing Camouflaged Object Detectors by Generating Camouflaged Objects ICLR 2024
StyleGenes: Discrete and Efficient Latent Distributions for GANs WACV 2024
Segment Anything in High Quality NIPS 2023
QuantSR: Accurate Low-bit Quantization for Efficient Image Super-Resolution NIPS 2023
OVTrack: Open-Vocabulary Multiple Object Tracking CVPR 2023
Mask-Free Video Instance Segmentation CVPR 2023
Continuous Pseudo-Label Rectified Domain Adaptive Semantic Segmentation With Implicit Neural Representations CVPR 2023
Efficient Visual Tracking With Exemplar Transformers WACV 2023
Fast Online Video Super-Resolution With Deformable Attention Pyramid WACV 2023
Cascade-DETR: Delving into High-Quality Universal Object Detection ICCV 2023
R3D3: Dense 3D Reconstruction of Dynamic Scenes from Multiple Cameras ICCV 2023
MolGrapher: Graph-based Visual Recognition of Chemical Structures ICCV 2023
BiMatting: Efficient Video Matting via Binarization NIPS 2023
Mask Transfiner for High-Quality Instance Segmentation CVPR 2022
Learning Proposals for Practical Energy-Based Regression AISTATS 2022
Transforming Model Prediction for Tracking CVPR 2022
Adiabatic Quantum Computing for Multi Object Tracking CVPR 2022
Arbitrary-Scale Image Synthesis CVPR 2022
RePaint: Inpainting Using Denoising Diffusion Probabilistic Models CVPR 2022
Probabilistic Warp Consistency for Weakly-Supervised Semantic Correspondences CVPR 2022
Transform Your Smartphone into a DSLR Camera: Learning the ISP in the Wild ECCV 2022
Tracking Every Thing in the Wild ECCV 2022
Robust Visual Tracking by Segmentation ECCV 2022
Video Mask Transfiner for High-Quality Video Instance Segmentation ECCV 2022
Dense Gaussian Processes for Few-Shot Segmentation ECCV 2022
TACS: Taxonomy Adaptive Cross-Domain Semantic Segmentation ECCV 2022
Collapse by Conditioning: Training Class-conditional GANs with Limited Data ICLR 2022
Normalizing Flow as a Flexible Fidelity Objective for Photo-Realistic Super-Resolution WACV 2022
Learning Target Candidate Association To Keep Track of What Not To Track ICCV 2021
DeFlow: Learning Complex Image Degradations From Unpaired Data With Conditional Flows CVPR 2021
Prototypical Cross-Attention Networks for Multiple Object Tracking and Segmentation NIPS 2021
Deep Burst Super-Resolution CVPR 2021
Hierarchical Conditional Flow: A Unified Framework for Image Super-Resolution and Image Rescaling ICCV 2021
Deep Reparametrization of Multi-Frame Super-Resolution and Denoising ICCV 2021
The Heterogeneity Hypothesis: Finding Layer-Wise Differentiated Network Architectures CVPR 2021
Learning Accurate Dense Correspondences and When To Trust Them CVPR 2021
Scaling Semantic Segmentation Beyond 1K Classes on a Single GPU ICCV 2021
Warp Consistency for Unsupervised Learning of Dense Correspondences ICCV 2021
Generating Masks From Boxes by Mining Spatio-Temporal Consistencies in Videos ICCV 2021
Know Your Surroundings: Exploiting Scene Information for Object Tracking ECCV 2020
Probabilistic Regression for Visual Tracking CVPR 2020
Learning Fast and Robust Target Models for Video Object Segmentation CVPR 2020
GLU-Net: Global-Local Universal Network for Dense Flow and Correspondences CVPR 2020
Learning Human-Object Interaction Detection Using Interaction Points CVPR 2020
DeepSVG: A Hierarchical Generative Network for Vector Graphics Animation NIPS 2020
GOCor: Bringing Globally Optimized Correspondence Volumes into Your Neural Network NIPS 2020
Learning What to Learn for Video Object Segmentation ECCV 2020
Video Object Segmentation with Episodic Graph Memory Networks ECCV 2020
SRFlow: Learning the Super-Resolution Space with Normalizing Flow ECCV 2020
Energy-Based Models for Deep Probabilistic Regression ECCV 2020
A Generative Appearance Model for End-To-End Video Object Segmentation CVPR 2019
Learning Discriminative Model Prediction for Tracking ICCV 2019
Learning the Model Update for Siamese Trackers ICCV 2019
ATOM: Accurate Tracking by Overlap Maximization CVPR 2019
Density Adaptive Point Set Registration CVPR 2018
Unveiling the Power of Deep Tracking ECCV 2018
ECO: Efficient Convolution Operators for Tracking CVPR 2017
A Probabilistic Framework for Color-Based Point Set Registration CVPR 2016
Adaptive Decontamination of the Training Set: A Unified Formulation for Discriminative Visual Tracking CVPR 2016
Learning Spatially Regularized Correlation Filters for Visual Tracking ICCV 2015
Adaptive Color Attributes for Real-Time Visual Tracking CVPR 2014