Dylan Campbell

106 papers A* 20A 6C 1Journal 64Unranked 15
YearRankTypeTitle / Venue / Authors
2026 J jnl
FlatLands: Generative Floormap Completion From a Single Egocentric View.
CoRR
Subhransu S. Bhattacharjee, Dylan Campbell, Rahul Shome
2026 J jnl
ProbDiffFlow: an efficient learning-free framework for probabilistic single-image optical flow estimation.
Frontiers Comput. Sci.
Mo Zhou, Jianwei Wang, Xuanmeng Zhang, Dylan Campbell, Kai Wang, Long Yuan, Wenjie Zhang, Xuemin Lin
2025 A* conf
Believing is Seeing: Unobserved Object Detection using Generative Models.
CVPR
Subhransu S. Bhattacharjee, Dylan Campbell, Rahul Shome
2025 J jnl
Extreme Amodal Face Detection.
CoRR
Changlin Song, Yunzhong Hou, Michael Randall Barnes, Rahul Shome, Dylan Campbell
2025 — conf
Flash3D: Feed-Forward Generalisable 3D Scene Reconstruction from a Single Image.
3DV
Stanislaw Szymanowicz, Eldar Insafutdinov, Chuanxia Zheng, Dylan Campbell, João F. Henriques, Christian Rupprecht, Andrea Vedaldi
2025 — conf
Gaussian Alignment for Relative Camera Pose Estimation via Single-View Reconstruction.
AI (2)
Yumin Li, Dylan Campbell
2025 J jnl
Gaussian Alignment for Relative Camera Pose Estimation via Single-View Reconstruction.
CoRR
Yumin Li, Dylan Campbell
2025 A conf
HandCraft: Anatomically Correct Restoration of Malformed Hands in Diffusion Generated Images.
WACV
Zhenyue Qin, Yiqun Zhang, Yang Liu, Dylan Campbell
2025 J jnl
Into the Unknown: Towards using Generative Models for Sampling Priors of Environment Uncertainty for Planning in Configuration Spaces.
CoRR
Subhransu S. Bhattacharjee, Hao Lu, Dylan Campbell, Rahul Shome
2025 J jnl
LMOD+: A Comprehensive Multimodal Dataset and Benchmark for Developing and Evaluating Multimodal Large Language Models in Ophthalmology.
CoRR
Zhenyue Qin, Yang Liu, Yu Yin, Jinyu Ding, Haoran Zhang, Anran Li, Dylan Campbell, Xuansheng Wu, Ke Zou, Tiarnan D. L. Keenan, Emily Y. Chew, Zhiyong Lu, Yih-Chung Tham, Ninghao Liu, Xiuzhen Zhang, Qingyu Chen
2025 — conf
LMOD: A Large Multimodal Ophthalmology Dataset and Benchmark for Large Vision-Language Models.
NAACL (Findings)
Zhenyue Qin, Yu Yin, Dylan Campbell, Xuansheng Wu, Ke Zou, Ninghao Liu, Yih Chung Tham, Xiuzhen Zhang, Qingyu Chen
2025 — conf
PluckeRF: A Line-based 3D Representation for Few-view Reconstruction.
CVPR Workshops
Sam Bahrami, Dylan Campbell
2025 J jnl
PlückeRF: A Line-based 3D Representation for Few-view Reconstruction.
CoRR
Sam Bahrami, Dylan Campbell
2025 A* conf
Pos3R: 6D Pose Estimation for Unseen Objects Made Easy.
CVPR
Weijian Deng, Dylan Campbell, Chunyi Sun, Jiahao Zhang, Shubham Kanitkar, Matthew E. Shaffer, Stephen Gould
2025 J jnl
ProbDiffFlow: An Efficient Learning-Free Framework for Probabilistic Single-Image Optical Flow Estimation.
CoRR
Mo Zhou, Jianwei Wang, Xuanmeng Zhang, Dylan Campbell, Kai Wang, Long Yuan, Wenjie Zhang, Xuemin Lin
2025 A* conf
Probability Density Geodesics in Image Diffusion Latent Space.
CVPR
Qingtao Yu, Jaskirat Singh, Zhaoyuan Yang, Peter Henry Tu, Jing Zhang, Hongdong Li, Richard I. Hartley, Dylan Campbell
2025 J jnl
Probability Density Geodesics in Image Diffusion Latent Space.
CoRR
Qingtao Yu, Jaskirat Singh, Zhaoyuan Yang, Peter Henry Tu, Jing Zhang, Hongdong Li, Richard I. Hartley, Dylan Campbell
2025 A* conf
Ranked from Within: Ranking Large Multimodal Models Without Labels.
ICML
Weijie Tu, Weijian Deng, Dylan Campbell, Yu Yao, Jiyang Zheng, Tom Gedeon, Tongliang Liu
2025 J jnl
RefRef: A Synthetic Dataset and Benchmark for Reconstructing Refractive and Reflective Objects.
CoRR
Yue Yin, Enze Tao, Weijian Deng, Dylan Campbell
2025 J jnl
Refracting Reality: Generating Images with Realistic Transparent Objects.
CoRR
Yue Yin, Enze Tao, Dylan Campbell
2025 — conf
Room Envelopes: A Synthetic Dataset for Indoor Layout Reconstruction from Images.
AI (2)
Sam Bahrami, Dylan Campbell
2025 J jnl
Room Envelopes: A Synthetic Dataset for Indoor Layout Reconstruction from Images.
CoRR
Sam Bahrami, Dylan Campbell
2025 A conf
SEED4D: A Synthetic Ego-Exo Dynamic 4D Data Generator, Driving Dataset and Benchmark.
WACV
Marius Kästingschäfer, Théo Gieruc, Sebastian Bernhard, Dylan Campbell, Eldar Insafutdinov, Eyvaz Najafli, Thomas Brox
2025 J jnl
TTSnap: Test-Time Scaling of Diffusion Models via Noise-Aware Pruning.
CoRR
Qingtao Yu, Changlin Song, Minghao Sun, Zhengyang Yu, Vinay Kumar Verma, Soumya Roy, Sumit Negi, Hongdong Li, Dylan Campbell
2025 — conf
Towards Scalable Backpropagation-Free Gradient Estimation.
AI (2)
Daniel Wang, Evan Markou, Dylan Campbell
2025 J jnl
Towards Scalable Backpropagation-Free Gradient Estimation.
CoRR
Daniel Wang, Evan Markou, Dylan Campbell
2025 — conf
Unsupervised Decomposition of 3D Shapes into Expressive and Editable Extruded Profile Primitives.
SIGGRAPH (Conference Paper Track)
Chunyi Sun, Junlin Han, Runjia Li, Weijian Deng, Dylan Campbell, Stephen Gould
2024 A* conf
An Empirical Study Into What Matters for Calibrating Vision-Language Models.
ICML
Weijie Tu, Weijian Deng, Dylan Campbell, Stephen Gould, Tom Gedeon
2024 J jnl
An Empirical Study Into What Matters for Calibrating Vision-Language Models.
CoRR
Weijie Tu, Weijian Deng, Dylan Campbell, Stephen Gould, Tom Gedeon
2024 A* conf
Differentiable Neural Surface Refinement for Modeling Transparent Objects.
CVPR
Weijian Deng, Dylan Campbell, Chunyi Sun, Shubham Kanitkar, Matthew E. Shaffer, Stephen Gould
2024 J jnl
Flash3D: Feed-Forward Generalisable 3D Scene Reconstruction from a Single Image.
CoRR
Stanislaw Szymanowicz, Eldar Insafutdinov, Chuanxia Zheng, Dylan Campbell, João F. Henriques, Christian Rupprecht, Andrea Vedaldi
2024 J jnl
HandCraft: Anatomically Correct Restoration of Malformed Hands in Diffusion Generated Images.
CoRR
Zhenyue Qin, Yiqun Zhang, Yang Liu, Dylan Campbell
2024 A* conf
IMPUS: Image Morphing with Perceptually-Uniform Sampling Using Diffusion Models.
ICLR
Zhaoyuan Yang, Zhengyang Yu, Zhiwei Xu, Jaskirat Singh, Jing Zhang, Dylan Campbell, Peter H. Tu, Richard Hartley
2024 J jnl
LMOD: A Large Multimodal Ophthalmology Dataset and Benchmark for Large Vision-Language Models.
CoRR
Zhenyue Qin, Yu Yin, Dylan Campbell, Xuansheng Wu, Ke Zou, Yih-Chung Tham, Ninghao Liu, Xiuzhen Zhang, Qingyu Chen
2024 A* conf
LoCo: Learning 3D Location-Consistent Image Features with a Memory-Efficient Ranking Loss.
NeurIPS
Dominik A. Kloepfer, João F. Henriques, Dylan Campbell
2024 — conf
Neural Fields for Co-Reconstructing 3D Objects from Incidental 2D Data.
CVPR Workshops
Dylan Campbell, Eldar Insafutdinov, João F. Henriques, Andrea Vedaldi
2024 J jnl
Ranked from Within: Ranking Large Multimodal Models for Visual Question Answering Without Labels.
CoRR
Weijie Tu, Weijian Deng, Dylan Campbell, Yu Yao, Jiyang Zheng, Tom Gedeon, Tongliang Liu
2024 A conf
Ray Deformation Networks for Novel View Synthesis of Refractive Objects.
WACV
Weijian Deng, Dylan Campbell, Chunyi Sun, Shubham Kanitkar, Matthew E. Shaffer, Stephen Gould
2024 J jnl
Rethinking Polyp Segmentation From An Out-of-distribution Perspective.
Mach. Intell. Res.
Ge-Peng Ji, Jing Zhang, Dylan Campbell, Huan Xiong, Nick Barnes
2024 J jnl
SCENES: Subpixel Correspondence Estimation With Epipolar Supervision.
CoRR
Dominik A. Kloepfer, João F. Henriques, Dylan Campbell
2024 — conf
SCENES: Subpixel Correspondence EstimationWith Epipolar Supervision.
3DV
Dominik A. Kloepfer, João F. Henriques, Dylan Campbell
2024 J jnl
SEED4D: A Synthetic Ego-Exo Dynamic 4D Data Generator, Driving Dataset and Benchmark.
CoRR
Marius Kästingschäfer, Théo Gieruc, Sebastian Bernhard, Dylan Campbell, Eldar Insafutdinov, Eyvaz Najafli, Thomas Brox
2024 A* conf
Small Steps and Level Sets: Fitting Neural Surface Models with Point Guidance.
CVPR
Chamin Hewa Koneputugodage, Yizhak Ben-Shabat, Dylan Campbell, Stephen Gould
2024 J jnl
Stale Diffusion: Hyper-realistic 5D Movie Generation Using Old-school Methods.
CoRR
João F. Henriques, Dylan Campbell, Tengda Han
2024 J jnl
Unobserved Object Detection using Generative Models.
CoRR
Subhransu S. Bhattacharjee, Dylan Campbell, Rahul Shome
2023 J jnl
Accurate 3-DoF Camera Geo-Localization via Ground-to-Satellite Image Matching.
IEEE Trans. Pattern Anal. Mach. Intell.
Yujiao Shi, Xin Yu, Liu Liu, Dylan Campbell, Piotr Koniusz, Hongdong Li
2023 J jnl
Detecting and Restoring Non-Standard Hands in Stable Diffusion Generated Images.
CoRR
Yiqun Zhang, Zhenyue Qin, Yang Liu, Dylan Campbell
2023 A* conf
Exploring Predicate Visual Context in Detecting of Human-Object Interactions.
ICCV
Frederic Z. Zhang, Yuhui Yuan, Dylan Campbell, Zhuoyao Zhong, Stephen Gould
2023 J jnl
Exploring Predicate Visual Context in Detecting of Human-Object Interactions.
CoRR
Frederic Z. Zhang, Yuhui Yuan, Dylan Campbell, Zhuoyao Zhong, Stephen Gould
2023 J jnl
IMPUS: Image Morphing with Perceptually-Uniform Sampling Using Diffusion Models.
CoRR
Zhaoyuan Yang, Zhengyang Yu, Zhiwei Xu, Jaskirat Singh, Jing Zhang, Dylan Campbell, Peter H. Tu, Richard I. Hartley
2023 A* conf
LoCUS: Learning Multiscale 3D-consistent Features from Posed Images.
ICCV
Dominik A. Kloepfer, Dylan Campbell, João F. Henriques
2023 J jnl
LoCUS: Learning Multiscale 3D-consistent Features from Posed Images.
CoRR
Dominik A. Kloepfer, Dylan Campbell, João F. Henriques
2023 J jnl
Probabilistic and Semantic Descriptions of Image Manifolds and Their Applications.
CoRR
Peter H. Tu, Zhaoyuan Yang, Richard I. Hartley, Zhiwei Xu, Jing Zhang, Dylan Campbell, Jaskirat Singh, Tianyu Wang
2023 J jnl
Probabilistic and semantic descriptions of image manifolds and their applications.
Frontiers Comput. Sci.
Peter H. Tu, Zhaoyuan Yang, Richard I. Hartley, Zhiwei Xu, Jing Zhang, Yiwei Fu, Dylan Campbell, Jaskirat Singh, Tianyu Wang
2023 J jnl
Rethinking Polyp Segmentation from an Out-of-Distribution Perspective.
CoRR
Ge-Peng Ji, Jing Zhang, Dylan Campbell, Huan Xiong, Nick Barnes
2023 J jnl
Robotic Vision for Human-Robot Interaction and Collaboration: A Survey and Systematic Review.
CoRR
Nicole L. Robinson, Brendan Tidd, Dylan Campbell, Dana Kulic, Peter Corke
2023 J jnl
Robotic Vision for Human-Robot Interaction and Collaboration: A Survey and Systematic Review.
ACM Trans. Hum. Robot Interact.
Nicole L. Robinson, Brendan Tidd, Dylan Campbell, Dana Kulic, Peter Corke
2022 J jnl
A 23 MW data centre is all you need.
CoRR
Samuel Albanie, Dylan Campbell, João F. Henriques
2022 J jnl
Accurate 3-DoF Camera Geo-Localization via Ground-to-Satellite Image Matching.
CoRR
Yujiao Shi, Xin Yu, Liu Liu, Dylan Campbell, Piotr Koniusz, Hongdong Li
2022 J jnl
Deep Declarative Networks.
IEEE Trans. Pattern Anal. Mach. Intell.
Stephen Gould, Richard I. Hartley, Dylan Campbell
2022 A* conf
Efficient Two-Stage Detection of Human-Object Interactions with a Novel Unary-Pairwise Transformer.
CVPR
Frederic Z. Zhang, Dylan Campbell, Stephen Gould
2022 J jnl
Exploiting Problem Structure in Deep Declarative Networks: Two Case Studies.
CoRR
Stephen Gould, Dylan Campbell, Itzik Ben-Shabat, Chamin Hewa Koneputugodage, Zhiwei Xu
2022 J jnl
Geometry-Guided Street-View Panorama Synthesis From Satellite Imagery.
IEEE Trans. Pattern Anal. Mach. Intell.
Yujiao Shi, Dylan Campbell, Xin Yu, Hongdong Li
2022 — conf
SNeS: Learning Probably Symmetric Neural Surfaces from Incomplete Data.
ECCV (32)
Eldar Insafutdinov, Dylan Campbell, João F. Henriques, Andrea Vedaldi
2022 J jnl
SNeS: Learning Probably Symmetric Neural Surfaces from Incomplete Data.
CoRR
Eldar Insafutdinov, Dylan Campbell, João F. Henriques, Andrea Vedaldi
2022 J jnl
Zero-Shot Learning on 3D Point Cloud Objects and Beyond.
Int. J. Comput. Vis.
Ali Cheraghian, Shafin Rahman, Townim F. Chowdhury, Dylan Campbell, Lars Petersson
2021 J jnl
Efficient Two-Stage Detection of Human-Object Interactions with a Novel Unary-Pairwise Transformer.
CoRR
Frederic Z. Zhang, Dylan Campbell, Stephen Gould
2021 J jnl
Geometry-Guided Street-View Panorama Synthesis from Satellite Imagery.
CoRR
Yujiao Shi, Dylan Campbell, Xin Yu, Hongdong Li
2021 A* conf
Keeping Your Eye on the Ball: Trajectory Attention in Video Transformers.
NeurIPS
Mandela Patrick, Dylan Campbell, Yuki M. Asano, Ishan Misra, Florian Metze, Christoph Feichtenhofer, Andrea Vedaldi, João F. Henriques
2021 J jnl
Keeping Your Eye on the Ball: Trajectory Attention in Video Transformers.
CoRR
Mandela Patrick, Dylan Campbell, Yuki Markus Asano, Ishan Misra, Florian Metze, Christoph Feichtenhofer, Andrea Vedaldi, João F. Henriques
2021 A* conf
Learning to Estimate Hidden Motions with Global Motion Aggregation.
ICCV
Shihao Jiang, Dylan Campbell, Yao Lu, Hongdong Li, Richard I. Hartley
2021 J jnl
Learning to Estimate Hidden Motions with Global Motion Aggregation.
CoRR
Shihao Jiang, Dylan Campbell, Yao Lu, Hongdong Li, Richard I. Hartley
2021 A* conf
Spatially Conditioned Graphs for Detecting Human-Object Interactions.
ICCV
Frederic Z. Zhang, Dylan Campbell, Stephen Gould
2021 A conf
The IKEA ASM Dataset: Understanding People Assembling Furniture through Actions, Objects and Pose.
WACV
Yizhak Ben-Shabat, Xin Yu, Fatemeh Sadat Saleh, Dylan Campbell, Cristian Rodriguez Opazo, Hongdong Li, Stephen Gould
2021 J jnl
Zero-Shot Learning on 3D Point Cloud Objects and Beyond.
CoRR
Ali Cheraghian, Shafin Rahman, Townim F. Chowdhury, Dylan Campbell, Lars Petersson
2020 — conf
Deep Novel View Synthesis from Colored 3D Point Clouds.
ECCV (24)
Zhenbo Song, Wayne Chen, Dylan Campbell, Hongdong Li
2020 J jnl
Globally-Optimal Inlier Set Maximisation for Camera Pose and Correspondence Estimation.
IEEE Trans. Pattern Anal. Mach. Intell.
Dylan Campbell, Lars Petersson, Laurent Kneip, Hongdong Li
2020 — conf
Inferring Temporal Compositions of Actions Using Probabilistic Automata.
CVPR Workshops
Rodrigo Santa Cruz, Anoop Cherian, Basura Fernando, Dylan Campbell, Stephen Gould
2020 J jnl
Inferring Temporal Compositions of Actions Using Probabilistic Automata.
CoRR
Rodrigo Santa Cruz, Anoop Cherian, Basura Fernando, Dylan Campbell, Stephen Gould
2020 J jnl
Joint Unsupervised Learning of Optical Flow and Egomotion with Bi-Level Optimization.
CoRR
Shihao Jiang, Dylan Campbell, Miaomiao Liu, Stephen Gould, Richard Hartley
2020 — conf
Joint Unsupervised Learning of Optical Flow and Egomotion with Bi-Level optimization.
3DV
Shihao Jiang, Dylan Campbell, Miaomiao Liu, Stephen Gould, Richard Hartley
2020 J jnl
Learning 2D-3D Correspondences To Solve The Blind Perspective-n-Point Problem.
CoRR
Liu Liu, Dylan Campbell, Hongdong Li, Dingfu Zhou, Xibin Song, Ruigang Yang
2020 J jnl
Solving the Blind Perspective-n-Point Problem End-To-End With Robust Differentiable Geometric Optimization.
CoRR
Dylan Campbell, Liu Liu, Stephen Gould
2020 — conf
Solving the Blind Perspective-n-Point Problem End-to-End with Robust Differentiable Geometric Optimization.
ECCV (2)
Dylan Campbell, Liu Liu, Stephen Gould
2020 J jnl
Spatio-attentive Graphs for Human-Object Interaction Detection.
CoRR
Frederic Z. Zhang, Dylan Campbell, Stephen Gould
2020 J jnl
The IKEA ASM Dataset: Understanding People Assembling Furniture through Actions, Objects and Pose.
CoRR
Yizhak Ben-Shabat, Xin Yu, Fatemeh Sadat Saleh, Dylan Campbell, Cristian Rodriguez Opazo, Hongdong Li, Stephen Gould
2020 A conf
Transductive Zero-Shot Learning for 3D Point Cloud Classification.
WACV
Ali Cheraghian, Shafin Rahman, Dylan Campbell, Lars Petersson
2020 A* conf
Where Am I Looking At? Joint Location and Orientation Estimation by Cross-View Matching.
CVPR
Yujiao Shi, Xin Yu, Dylan Campbell, Hongdong Li
2020 J jnl
Where am I looking at? Joint Location and Orientation Estimation by Cross-View Matching.
CoRR
Yujiao Shi, Xin Yu, Dylan Campbell, Hongdong Li
2019 J jnl
Deep Declarative Networks: A New Hope.
CoRR
Stephen Gould, Richard Hartley, Dylan Campbell
2019 A conf
Mitigating the Hubness Problem for Zero-Shot Learning of 3D Objects.
BMVC
Ali Cheraghian, Shafin Rahman, Dylan Campbell, Lars Petersson
2019 J jnl
Mitigating the Hubness Problem for Zero-Shot Learning of 3D Objects.
CoRR
Ali Cheraghian, Shafin Rahman, Dylan Campbell, Lars Petersson
2019 A* conf
The Alignment of the Spheres: Globally-Optimal Spherical Mixture Alignment for Camera Pose Estimation.
CVPR
Dylan Campbell, Lars Petersson, Laurent Kneip, Hongdong Li, Stephen Gould
2019 J jnl
Transductive Zero-Shot Learning for 3D Point Cloud Classification.
CoRR
Ali Cheraghian, Shafin Rahman, Dylan Campbell, Lars Petersson
2018 J jnl
The Alignment of the Spheres: Globally-Optimal Spherical Mixture Alignment for Camera Pose Estimation.
CoRR
Dylan Campbell, Lars Petersson, Laurent Kneip, Hongdong Li, Stephen Gould
2017 A* conf
Globally-Optimal Inlier Set Maximisation for Simultaneous Camera Pose and Feature Correspondence.
ICCV
Dylan Campbell, Lars Petersson, Laurent Kneip, Hongdong Li
2017 J jnl
Globally-Optimal Inlier Set Maximisation for Simultaneous Camera Pose and Feature Correspondence.
CoRR
Dylan Campbell, Lars Petersson, Laurent Kneip, Hongdong Li
2016 A* conf
GOGMA: Globally-Optimal Gaussian Mixture Alignment.
CVPR
Dylan Campbell, Lars Petersson
2016 J jnl
GOGMA: Globally-Optimal Gaussian Mixture Alignment.
CoRR
Dylan Campbell, Lars Petersson
2016 J jnl
Go-ICP: A Globally Optimal Solution to 3D ICP Point-Set Registration.
CoRR
Jiaolong Yang, Hongdong Li, Dylan Campbell, Yunde Jia
2016 J jnl
Go-ICP: A Globally Optimal Solution to 3D ICP Point-Set Registration.
IEEE Trans. Pattern Anal. Mach. Intell.
Jiaolong Yang, Hongdong Li, Dylan Campbell, Yunde Jia
2015 A* conf
An Adaptive Data Representation for Robust Point-Set Registration and Merging.
ICCV
Dylan Campbell, Lars Petersson
2015 J jnl
An Adaptive Data Representation for Robust Point-Set Registration and Merging.
CoRR
Dylan Campbell, Lars Petersson
2015 J jnl
Metric-based detection of robot kidnapping with an SVM classifier.
Robotics Auton. Syst.
Dylan Campbell, Mark Albert Whitty
2013 — conf
Metric-based detection of robot kidnapping.
ECMR
Dylan Campbell, Mark Albert Whitty
2012 C conf
Mobile 3D indoor mapping using the Continuous Normal Distributions Transform.
IPIN
Dylan Campbell, Mark Albert Whitty, Samsung Lim