← Authors

Dylan Campbell

31 papers · 2015–2026 · 8 conferences · across top CS/AI conferences

Achievements

πŸŒ‰ Interdisciplinary Bridge 🌈 Renaissance Researcher (6) 🐝 Cross-Pollinator (12) 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer πŸ—ΊοΈ Taxonomy Completionist (44) 🌍 Conference Polyglot (8) πŸƒ Academic Marathon (11) 🀝 Dynamic Duo (12) πŸ‘‘ Triple Crown πŸ† Keyword Champion (2) πŸ’Ž Century Club (31) ❓ The Questioner πŸš€ Conference Pioneer πŸ—ƒοΈ Keyword Collector (119) ⚑ Prolific Year (6) πŸ”₯ Unstoppable (8)

Conferences

CVPR (9) ICCV (7) WACV (6) ECCV (3) ICML (2) NIPS (2) ICLR (1) NAACL (1)

Top co-authors

Stephen Gould (12) Hongdong Li (7) Lars Petersson (5) Weijian Deng (5) Richard Hartley (3) Shubham Kanitkar (3) JoΓ£o F. Henriques (3) Chunyi Sun (3) Dominik A. Kloepfer (2) Rahul Shome (2)

Keywords

3d reconstruction (3) surface reconstruction (3) object detection (3) diffusion model (3) human-object interaction (3) patch retrieval (2) occluded object detection (2) global optimization (2) gaussian mixture model (2) vision-language model (2) point cloud (2) point-set registration (2) video understanding (2) action recognition (2) volume rendering (2) branch and bound (2) transparent object (2) 3d vision (2) motion estimation (1) face detection (1)

Papers

Extreme Amodal Face Detection WACV 2026
Pos3R: 6D Pose Estimation for Unseen Objects Made Easy CVPR 2025
SEED4D: A Synthetic Ego-Exo Dynamic 4D Data Generator Driving Dataset and Benchmark WACV 2025
LMOD: A Large Multimodal Ophthalmology Dataset and Benchmark for Large Vision-Language Models NAACL 2025
Ranked from Within: Ranking Large Multimodal Models Without Labels ICML 2025
Leaps and Bounds: An Improved Point Cloud Winding Number Formulation for Fast Normal Estimation and Surface Reconstruction ICCV 2025
HandCraft: Anatomically Correct Restoration of Malformed Hands in Diffusion Generated Images WACV 2025
Probability Density Geodesics in Image Diffusion Latent Space CVPR 2025
Believing is Seeing: Unobserved Object Detection using Generative Models CVPR 2025
Differentiable Neural Surface Refinement for Modeling Transparent Objects CVPR 2024
IMPUS: Image Morphing with Perceptually-Uniform Sampling Using Diffusion Models ICLR 2024
Small Steps and Level Sets: Fitting Neural Surface Models with Point Guidance CVPR 2024
An Empirical Study Into What Matters for Calibrating Vision-Language Models ICML 2024
Ray Deformation Networks for Novel View Synthesis of Refractive Objects WACV 2024
LoCo: Learning 3D Location-Consistent Image Features with a Memory-Efficient Ranking Loss NIPS 2024
Exploring Predicate Visual Context in Detecting of Human-Object Interactions ICCV 2023
LoCUS: Learning Multiscale 3D-consistent Features from Posed Images ICCV 2023
Efficient Two-Stage Detection of Human-Object Interactions With a Novel Unary-Pairwise Transformer CVPR 2022
SNeS: Learning Probably Symmetric Neural Surfaces from Incomplete Data ECCV 2022
Keeping Your Eye on the Ball: Trajectory Attention in Video Transformers NIPS 2021
Spatially Conditioned Graphs for Detecting Human-Object Interactions ICCV 2021
Learning To Estimate Hidden Motions With Global Motion Aggregation ICCV 2021
The IKEA ASM Dataset: Understanding People Assembling Furniture Through Actions, Objects and Pose WACV 2021
Where Am I Looking At? Joint Location and Orientation Estimation by Cross-View Matching CVPR 2020
Deep Novel View Synthesis from Colored 3D Point Clouds ECCV 2020
Transductive Zero-Shot Learning for 3D Point Cloud Classification WACV 2020
Solving the Blind Perspective-n-Point Problem End-To-End With Robust Differentiable Geometric Optimization ECCV 2020
The Alignment of the Spheres: Globally-Optimal Spherical Mixture Alignment for Camera Pose Estimation CVPR 2019
Globally-Optimal Inlier Set Maximisation for Simultaneous Camera Pose and Feature Correspondence ICCV 2017
GOGMA: Globally-Optimal Gaussian Mixture Alignment CVPR 2016
An Adaptive Data Representation for Robust Point-Set Registration and Merging ICCV 2015