Dylan Campbell
31 papers · 2015–2026 · 8 conferences · across top CS/AI conferences
Achievements
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π Renaissance Researcher (6) π Interdisciplinary Bridge π Academic Marathon (11) π Conference Polyglot (8) πΊοΈ Taxonomy Completionist (44)
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Taxonomy Completionist
(44)
π
Conference Polyglot
(8)
π
Academic Marathon
(11)
π€
Dynamic Duo
(12)
π
Triple Crown
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Keyword Champion
(2)
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Century Club
(31)
β
The Questioner
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Conference Pioneer
ποΈ
Keyword Collector
(119)
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Prolific Year
(6)
π₯
Unstoppable
(8)
Conferences
CVPR (9)
ICCV (7)
WACV (6)
ECCV (3)
ICML (2)
NIPS (2)
ICLR (1)
NAACL (1)
Top co-authors
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