Stephen Gould

According to our database, Stephen Gould authored at least 161 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

View-coherent correlation consistency for semi-supervised semantic segmentation.

Yunzhong Hou, Stephen Gould, Liang Zheng

Pattern Recognit., March, 2024

Temporally Consistent Unbalanced Optimal Transport for Unsupervised Action Segmentation.

Ming Xu, Stephen Gould

CoRR, 2024

The First to Know: How Token Distributions Reveal Hidden Knowledge in Large Vision-Language Models?

Qinyu Zhao, Ming Xu, Kartik Gupta, Akshay Asthana, Liang Zheng, Stephen Gould

CoRR, 2024

An Empirical Study Into What Matters for Calibrating Vision-Language Models.

Weijie Tu, Weijian Deng, Dylan Campbell, Stephen Gould, Tom Gedeon

CoRR, 2024

Towards Optimal Feature-Shaping Methods for Out-of-Distribution Detection.

Qinyu Zhao, Ming Xu, Kartik Gupta, Akshay Asthana, Liang Zheng, Stephen Gould

CoRR, 2024

NeRFEditor: Differentiable Style Decomposition for 3D Scene Editing.

Chunyi Sun, Yanbin Liu, Junlin Han, Stephen Gould

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

LipAT: Beyond Style Transfer for Controllable Neural Simulation of Lipstick using Cosmetic Attributes.

Amila Silva, Olga Moskvyak, Alexander Long, Ravi Garg, Stephen Gould, Gil Avraham, Anton van den Hengel

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Ray Deformation Networks for Novel View Synthesis of Refractive Objects.

Weijian Deng, Dylan Campbell, Chunyi Sun, Shubham Kanitkar, Matthew Shaffer, Stephen Gould

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

IKEA Ego 3D Dataset: Understanding furniture assembly actions from ego-view 3D Point Clouds.

Yizhak Ben-Shabat, Jonathan Paul, Eviatar Segev, Oren Shrout, Stephen Gould

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Bi-directional Training for Composed Image Retrieval via Text Prompt Learning.

Zheyuan Liu, Weixuan Sun, Yicong Hong, Damien Teney, Stephen Gould

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2023

Bidirectionally self-normalizing neural networks.

Yao Lu, Stephen Gould, Thalaiyasingam Ajanthan

Neural Networks, October, 2023

Hamilton transversals in random Latin squares.

Stephen Gould, Tom Kelly

Random Struct. Algorithms, March, 2023

Zero-shot Retrieval: Augmenting Pre-trained Models with Search Engines.

Hamed Damirchi, Cristian Rodriguez Opazo, Ehsan Abbasnejad, Damien Teney, Javen Qinfeng Shi, Stephen Gould, Anton van den Hengel

CoRR, 2023

3D-GPT: Procedural 3D Modeling with Large Language Models.

Chunyi Sun, Junlin Han, Weijian Deng, Xinlong Wang, Zishan Qin, Stephen Gould

CoRR, 2023

Scaling Data Generation in Vision-and-Language Navigation.

Zun Wang, Jialu Li, Yicong Hong, Yi Wang, Qi Wu, Mohit Bansal, Stephen Gould, Hao Tan, Yu Qiao

CoRR, 2023

PMaF: Deep Declarative Layers for Principal Matrix Features.

Zhiwei Xu, Hao Wang, Yanbin Liu, Stephen Gould

CoRR, 2023

Towards Understanding Gradient Approximation in Equality Constrained Deep Declarative Networks.

Stephen Gould, Ming Xu, Zhiwei Xu, Yanbin Liu

CoRR, 2023

Candidate Set Re-ranking for Composed Image Retrieval with Dual Multi-modal Encoder.

Zheyuan Liu, Weixuan Sun, Damien Teney, Stephen Gould

CoRR, 2023

Adaptive Cross Batch Normalization for Metric Learning.

Thalaiyasingam Ajanthan, Matt Ma, Anton van den Hengel, Stephen Gould

CoRR, 2023

3DInAction: Understanding Human Actions in 3D Point Clouds.

Yizhak Ben-Shabat, Oren Shrout, Stephen Gould

CoRR, 2023

Learning to Select Camera Views: Efficient Multiview Understanding at Few Glances.

Yunzhong Hou, Stephen Gould, Liang Zheng

CoRR, 2023

Confidence and Dispersity Speak: Characterising Prediction Matrix for Unsupervised Accuracy Estimation.

Weijian Deng, Yumin Suh, Stephen Gould, Liang Zheng

CoRR, 2023

Revisiting Implicit Differentiation for Learning Problems in Optimal Control.

Ming Xu, Timothy L. Molloy, Stephen Gould

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Confidence and Dispersity Speak: Characterizing Prediction Matrix for Unsupervised Accuracy Estimation.

Weijian Deng, Yumin Suh, Stephen Gould, Liang Zheng

Proceedings of the International Conference on Machine Learning, 2023

Deep Declarative Dynamic Time Warping for End-to-End Learning of Alignment Paths.

Ming Xu, Sourav Garg, Michael Milford, Stephen Gould

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Exploring Predicate Visual Context in Detecting of Human-Object Interactions.

Frederic Z. Zhang, Yuhui Yuan, Dylan Campbell, Zhuoyao Zhong, Stephen Gould

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Scaling Data Generation in Vision-and-Language Navigation.

Zun Wang, Jialu Li, Yicong Hong, Yi Wang, Qi Wu, Mohit Bansal, Stephen Gould, Hao Tan, Yu Qiao

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Semi-Supervised Semantic Segmentation under Label Noise via Diverse Learning Groups.

Peixia Li, Pulak Purkait, Thalaiyasingam Ajanthan, Majid Abdolshah, Ravi Garg, Hisham Husain, Chenchen Xu, Stephen Gould, Wanli Ouyang, Anton van den Hengel

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Learning Navigational Visual Representations with Semantic Map Supervision.

Yicong Hong, Yang Zhou, Ruiyi Zhang, Franck Dernoncourt, Trung Bui, Stephen Gould, Hao Tan

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Aligning Step-by-Step Instructional Diagrams to Video Demonstrations.

Jiahao Zhang, Anoop Cherian, Yanbin Liu, Yizhak Ben-Shabat, Cristian Rodriguez Opazo, Stephen Gould

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

High-Fidelity Guided Image Synthesis with Latent Diffusion Models.

Jaskirat Singh, Stephen Gould, Liang Zheng

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Octree Guided Unoriented Surface Reconstruction.

Chamin Hewa Koneputugodage, Yizhak Ben-Shabat, Stephen Gould

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Fine-Grained Classification via Categorical Memory Networks.

Weijian Deng, Joshua Marsh, Stephen Gould, Liang Zheng

IEEE Trans. Image Process., 2022

Deep Declarative Networks.

Stephen Gould, Richard I. Hartley, Dylan Campbell

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Almost all optimally coloured complete graphs contain a rainbow Hamilton path.

Stephen Gould, Tom Kelly, Daniela Kühn, Deryk Osthus

J. Comb. Theory, Ser. B, 2022

Understanding and Improving the Role of Projection Head in Self-Supervised Learning.

Kartik Gupta, Thalaiyasingam Ajanthan, Anton van den Hengel, Stephen Gould

CoRR, 2022

NeRFEditor: Differentiable Style Decomposition for Full 3D Scene Editing.

Chunyi Sun, Yanbin Liu, Junlin Han, Stephen Gould

CoRR, 2022

Learning to Structure an Image with Few Colors and Beyond.

Yunzhong Hou, Liang Zheng, Stephen Gould

CoRR, 2022

Multi-View Correlation Consistency for Semi-Supervised Semantic Segmentation.

Yunzhong Hou, Stephen Gould, Liang Zheng

CoRR, 2022

Exploiting Problem Structure in Deep Declarative Networks: Two Case Studies.

Stephen Gould, Dylan Campbell, Itzik Ben-Shabat, Chamin Hewa Koneputugodage, Zhiwei Xu

CoRR, 2022

On the Strong Correlation Between Model Invariance and Generalization.

Weijian Deng, Stephen Gould, Liang Zheng

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

GoferBot: A Visual Guided Human-Robot Collaborative Assembly System.

Zheyu Zhuang, Yizhak Ben-Shabat, Jiahao Zhang, Stephen Gould, Robert E. Mahony

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

Efficient Two-Stage Detection of Human-Object Interactions with a Novel Unary-Pairwise Transformer.

Frederic Z. Zhang, Dylan Campbell, Stephen Gould

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Bridging the Gap Between Learning in Discrete and Continuous Environments for Vision-and-Language Navigation.

Yicong Hong, Zun Wang, Qi Wu, Stephen Gould

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

DiGS : Divergence guided shape implicit neural representation for unoriented point clouds.

Yizhak Ben-Shabat, Chamin Hewa Koneputugodage, Stephen Gould

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Counting Hamilton cycles in Dirac hypergraphs.

Stefan Glock, Stephen Gould, Felix Joos, Daniela Kühn, Deryk Osthus

Comb. Probab. Comput., 2021

DORi: Discovering Object Relationships for Moment Localization of a Natural Language Query in a Video.

Cristian Rodriguez Opazo, Edison Marrese-Taylor, Basura Fernando, Hongdong Li, Stephen Gould

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

The IKEA ASM Dataset: Understanding People Assembling Furniture through Actions, Objects and Pose.

Yizhak Ben-Shabat, Xin Yu, Fatemeh Sadat Saleh, Dylan Campbell, Cristian Rodriguez Opazo, Hongdong Li, Stephen Gould

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Rethinking conditional GAN training: An approach using geometrically structured latent manifolds.

Sameera Ramasinghe, Moshiur R. Farazi, Salman H. Khan, Nick Barnes, Stephen Gould

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

What Does Rotation Prediction Tell Us about Classifier Accuracy under Varying Testing Environments?

Weijian Deng, Stephen Gould, Liang Zheng

Proceedings of the 38th International Conference on Machine Learning, 2021

Conditional Generative Modeling via Learning the Latent Space.

Sameera Ramasinghe, Kanchana Nisal Ranasinghe, Salman H. Khan, Nick Barnes, Stephen Gould

Proceedings of the 9th International Conference on Learning Representations, 2021

A Regularized Wasserstein Framework for Graph Kernels.

Asiri Wijesinghe, Qing Wang, Stephen Gould

Proceedings of the IEEE International Conference on Data Mining, 2021

Spatially Conditioned Graphs for Detecting Human-Object Interactions.

Frederic Z. Zhang, Dylan Campbell, Stephen Gould

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Contextually Plausible and Diverse 3D Human Motion Prediction.

Sadegh Aliakbarian, Fatemeh Sadat Saleh, Lars Petersson, Stephen Gould, Mathieu Salzmann

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Image Retrieval on Real-life Images with Pre-trained Vision-and-Language Models.

Zheyuan Liu, Cristian Rodriguez Opazo, Damien Teney, Stephen Gould

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Probabilistic Tracklet Scoring and Inpainting for Multiple Object Tracking.

Fatemeh Sadat Saleh, Sadegh Aliakbarian, Hamid Rezatofighi, Mathieu Salzmann, Stephen Gould

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

VLN BERT: A Recurrent Vision-and-Language BERT for Navigation.

Yicong Hong, Qi Wu, Yuankai Qi, Cristian Rodriguez Opazo, Stephen Gould

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Representation Learning on Unit Ball with 3D Roto-translational Equivariance.

Sameera Ramasinghe, Salman H. Khan, Nick Barnes, Stephen Gould

Int. J. Comput. Vis., 2020

Semantics for Robotic Mapping, Perception and Interaction: A Survey.

Sourav Garg, Niko Sünderhauf, Feras Dayoub, Douglas Morrison, Akansel Cosgun, Gustavo Carneiro, Qi Wu, Tat-Jun Chin, Ian D. Reid, Stephen Gould, Peter Corke, Michael Milford

Found. Trends Robotics, 2020

Spatio-attentive Graphs for Human-Object Interaction Detection.

Frederic Z. Zhang, Dylan Campbell, Stephen Gould

CoRR, 2020

A Recurrent Vision-and-Language BERT for Navigation.

Yicong Hong, Qi Wu, Yuankai Qi, Cristian Rodriguez Opazo, Stephen Gould

CoRR, 2020

How to train your conditional GAN: An approach using geometrically structured latent manifolds.

Sameera Ramasinghe, Moshiur R. Farazi, Salman H. Khan, Nick Barnes, Stephen Gould

CoRR, 2020

DORi: Discovering Object Relationship for Moment Localization of a Natural-Language Query in Video.

Cristian Rodriguez Opazo, Edison Marrese-Taylor, Basura Fernando, Hongdong Li, Stephen Gould

CoRR, 2020

Bidirectional Self-Normalizing Neural Networks.

Yao Lu, Stephen Gould, Thalaiyasingam Ajanthan

CoRR, 2020

A Multi-modal Approach to Fine-grained Opinion Mining on Video Reviews.

Edison Marrese-Taylor, Cristian Rodriguez Opazo, Jorge A. Balazs, Stephen Gould, Yutaka Matsuo

CoRR, 2020

ArTIST: Autoregressive Trajectory Inpainting and Scoring for Tracking.

Fatemeh Sadat Saleh, Mohammad Sadegh Aliakbarian, Mathieu Salzmann, Stephen Gould

CoRR, 2020

Blended Convolution and Synthesis for Efficient Discrimination of 3D Shapes.

Sameera Ramasinghe, Salman H. Khan, Nick Barnes, Stephen Gould

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Proposal-free Temporal Moment Localization of a Natural-Language Query in Video using Guided Attention.

Cristian Rodriguez Opazo, Edison Marrese-Taylor, Fatemeh Sadat Saleh, Hongdong Li, Stephen Gould

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Language and Visual Entity Relationship Graph for Agent Navigation.

Yicong Hong, Cristian Rodriguez Opazo, Yuankai Qi, Qi Wu, Stephen Gould

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Spectral-GANs for High-Resolution 3D Point-cloud Generation.

Sameera Ramasinghe, Salman H. Khan, Nick Barnes, Stephen Gould

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

A Signal Propagation Perspective for Pruning Neural Networks at Initialization.

Namhoon Lee, Thalaiyasingam Ajanthan, Stephen Gould, Philip H. S. Torr

Proceedings of the 8th International Conference on Learning Representations, 2020

Sub-Instruction Aware Vision-and-Language Navigation.

Yicong Hong, Cristian Rodriguez Opazo, Qi Wu, Stephen Gould

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Multiview Detection with Feature Perspective Transformation.

Yunzhong Hou, Liang Zheng, Stephen Gould

Proceedings of the Computer Vision - ECCV 2020, 2020

Solving the Blind Perspective-n-Point Problem End-to-End with Robust Differentiable Geometric Optimization.

Dylan Campbell, Liu Liu, Stephen Gould

Proceedings of the Computer Vision - ECCV 2020, 2020

DeepFit: 3D Surface Fitting via Neural Network Weighted Least Squares.

Yizhak Ben-Shabat, Stephen Gould

Proceedings of the Computer Vision - ECCV 2020, 2020

Learning to Structure an Image With Few Colors.

Yunzhong Hou, Liang Zheng, Stephen Gould

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Inferring Temporal Compositions of Actions Using Probabilistic Automata.

Rodrigo Santa Cruz, Anoop Cherian, Basura Fernando, Dylan Campbell, Stephen Gould

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

A Stochastic Conditioning Scheme for Diverse Human Motion Prediction.

Mohammad Sadegh Aliakbarian, Fatemeh Sadat Saleh, Mathieu Salzmann, Lars Petersson, Stephen Gould

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Joint Unsupervised Learning of Optical Flow and Egomotion with Bi-Level optimization.

Shihao Jiang, Dylan Campbell, Miaomiao Liu, Stephen Gould, Richard Hartley

Proceedings of the 8th International Conference on 3D Vision, 2020

2019

Visual Permutation Learning.

Rodrigo Santa Cruz, Basura Fernando, Anoop Cherian, Stephen Gould

IEEE Trans. Pattern Anal. Mach. Intell., 2019

Second-order Temporal Pooling for Action Recognition.

Anoop Cherian, Stephen Gould

Int. J. Comput. Vis., 2019

Sampling Good Latent Variables via CPP-VAEs: VAEs with Condition Posterior as Prior.

Mohammad Sadegh Aliakbarian, Fatemeh Sadat Saleh, Mathieu Salzmann, Lars Petersson, Stephen Gould

CoRR, 2019

Deep Declarative Networks: A New Hope.

Stephen Gould, Richard Hartley, Dylan Campbell

CoRR, 2019

Learning Variations in Human Motion via Mix-and-Match Perturbation.

Mohammad Sadegh Aliakbarian, Fatemeh Sadat Saleh, Mathieu Salzmann, Lars Petersson, Stephen Gould, AmirHossein Habibian

CoRR, 2019

Learning to Find Common Objects Across Image Collections.

Amirreza Shaban, Amir Rahimi, Stephen Gould, Byron Boots, Richard I. Hartley

CoRR, 2019

Learning to Find Common Objects Across Few Image Collections.

Amirreza Shaban, Amir Rahimi, Shray Bansal, Stephen Gould, Byron Boots, Richard Hartley

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

The Alignment of the Spheres: Globally-Optimal Spherical Mixture Alignment for Camera Pose Estimation.

Dylan Campbell, Lars Petersson, Laurent Kneip, Hongdong Li, Stephen Gould

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Incorporating Network Built-in Priors in Weakly-Supervised Semantic Segmentation.

Fatemehsadat Saleh, Mohammad Sadegh Ali Akbarian, Mathieu Salzmann, Lars Petersson, José M. Álvarez, Stephen Gould

IEEE Trans. Pattern Anal. Mach. Intell., 2018

Neural Algebra of Classifiers.

Rodrigo Santa Cruz, Basura Fernando, Anoop Cherian, Stephen Gould

Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

Partially-Supervised Image Captioning.

Peter Anderson, Stephen Gould, Mark Johnson

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Video Representation Learning Using Discriminative Pooling.

Jue Wang, Anoop Cherian, Fatih Porikli, Stephen Gould

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Non-Linear Temporal Subspace Representations for Activity Recognition.

Anoop Cherian, Suvrit Sra, Stephen Gould, Richard Hartley

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Vision-and-Language Navigation: Interpreting Visually-Grounded Navigation Instructions in Real Environments.

Peter Anderson, Qi Wu, Damien Teney, Jake Bruce, Mark Johnson, Niko Sünderhauf, Ian D. Reid, Stephen Gould, Anton van den Hengel

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering.

Peter Anderson, Xiaodong He, Chris Buehler, Damien Teney, Mark Johnson, Stephen Gould, Lei Zhang

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017

Discriminatively Learned Hierarchical Rank Pooling Networks.

Basura Fernando, Stephen Gould

Int. J. Comput. Vis., 2017

Human Action Forecasting by Learning Task Grammars.

Tengda Han, Jue Wang, Anoop Cherian, Stephen Gould

CoRR, 2017

Action Representation Using Classifier Decision Boundaries.

Jue Wang, Anoop Cherian, Fatih Porikli, Stephen Gould

CoRR, 2017

Incorporating Network Built-in Priors in Weakly-supervised Semantic Segmentation.

Fatemehsadat Saleh, Mohammad Sadegh Ali Akbarian, Mathieu Salzmann, Lars Petersson, Jose M. Alvarez, Stephen Gould

CoRR, 2017

Bottom-Up and Top-Down Attention for Image Captioning and VQA.

Peter Anderson, Xiaodong He, Chris Buehler, Damien Teney, Mark Johnson, Stephen Gould, Lei Zhang

CoRR, 2017

Higher-Order Pooling of CNN Features via Kernel Linearization for Action Recognition.

Anoop Cherian, Piotr Koniusz, Stephen Gould

Proceedings of the 2017 IEEE Winter Conference on Applications of Computer Vision, 2017

Guided Open Vocabulary Image Captioning with Constrained Beam Search.

Peter Anderson, Basura Fernando, Mark Johnson, Stephen Gould

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Human Pose Forecasting via Deep Markov Models.

Sam Toyer, Anoop Cherian, Tengda Han, Stephen Gould

Proceedings of the 2017 International Conference on Digital Image Computing: Techniques and Applications, 2017

Unsupervised Human Action Detection by Action Matching.

Basura Fernando, Sareh Shirazi, Stephen Gould

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

Self-Supervised Video Representation Learning with Odd-One-Out Networks.

Basura Fernando, Hakan Bilen, Efstratios Gavves, Stephen Gould

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

DeepPermNet: Visual Permutation Learning.

Rodrigo Santa Cruz, Basura Fernando, Anoop Cherian, Stephen Gould

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Generalized Rank Pooling for Activity Recognition.

Anoop Cherian, Basura Fernando, Mehrtash Harandi, Stephen Gould

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016

On Differentiating Parameterized Argmin and Argmax Problems with Application to Bi-level Optimization.

Stephen Gould, Basura Fernando, Anoop Cherian, Peter Anderson, Rodrigo Santa Cruz, Edison Guo

CoRR, 2016

Extending gene ontology in the context of extracellular RNA and vesicle communication.

Kei-Hoi Cheung, Shivakumar Keerthikumar, Paola Roncaglia, Sai Lakshmi Subramanian, Matthew E. Roth, Monisha Samuel, Sushma Anand, Lahiru Gangoda, Stephen Gould, Roger Alexander, David Galas, Mark B. Gerstein, Andrew F. Hill, Robert R. Kitchen, Jan Lötvall, Tushar Patel

J. Biomed. Semant., 2016

Segmentation of developing human embryo in time-lapse microscopy.

Aisha Khan, Stephen Gould, Mathieu Salzmann

Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Learning End-to-end Video Classification with Rank-Pooling.

Basura Fernando, Stephen Gould

Proceedings of the 33nd International Conference on Machine Learning, 2016

Built-in Foreground/Background Prior for Weakly-Supervised Semantic Segmentation.

Fatemehsadat Saleh, Mohammad Sadegh Ali Akbarian, Mathieu Salzmann, Lars Petersson, Stephen Gould, Jose M. Alvarez

Proceedings of the Computer Vision - ECCV 2016, 2016

Deep Convolutional Neural Networks for Human Embryonic Cell Counting.

Aisha Khan, Stephen Gould, Mathieu Salzmann

Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

SPICE: Semantic Propositional Image Caption Evaluation.

Peter Anderson, Basura Fernando, Mark Johnson, Stephen Gould

Proceedings of the Computer Vision - ECCV 2016, 2016

Depth Dropout: Efficient Training of Residual Convolutional Neural Networks.

Jian Guo, Stephen Gould

Proceedings of the 2016 International Conference on Digital Image Computing: Techniques and Applications, 2016

Discriminative Hierarchical Rank Pooling for Activity Recognition.

Basura Fernando, Peter Anderson, Marcus Hutter, Stephen Gould

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Dynamic Image Networks for Action Recognition.

Hakan Bilen, Basura Fernando, Efstratios Gavves, Andrea Vedaldi, Stephen Gould

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015

Multi-Target Tracking With Time-Varying Clutter Rate and Detection Profile: Application to Time-Lapse Cell Microscopy Sequences.

Seyed Hamid Rezatofighi, Stephen Gould, Ba-Tuong Vo, Ba-Ngu Vo, Katarina Mele, Richard I. Hartley

IEEE Trans. Medical Imaging, 2015

Learning Weighted Lower Linear Envelope Potentials in Binary Markov Random Fields.

Stephen Gould

IEEE Trans. Pattern Anal. Mach. Intell., 2015

Deep CNN Ensemble with Data Augmentation for Object Detection.

Jian Guo, Stephen Gould

CoRR, 2015

The Angry Birds AI Competition.

Jochen Renz, Xiaoyu Ge, Stephen Gould, Peng Zhang

AI Mag., 2015

Multi-class Semantic Video Segmentation with Exemplar-Based Object Reasoning.

Buyu Liu, Xuming He, Stephen Gould

Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

A Linear Chain Markov Model for Detection and Localization of Cells in Early Stage Embryo Development.

Aisha Khan, Stephen Gould, Mathieu Salzmann

Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

Detecting Abnormal Cell Division Patterns in Early Stage Human Embryo Development.

Aisha Khan, Stephen Gould, Mathieu Salzmann

Proceedings of the Machine Learning in Medical Imaging - 6th International Workshop, 2015

Automated monitoring of human embryonic cells up to the 5-cell stage in time-lapse microscopy images.

Aisha Khan, Stephen Gould, Mathieu Salzmann

Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Hierarchical Higher-Order Regression Forest Fields: An Application to 3D Indoor Scene Labelling.

Trung-Thanh Pham, Ian D. Reid, Yasir Latif, Stephen Gould

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

2014

A Unified Graphical Models Framework for Automated Mitosis Detection in Human Embryos.

Farshid Moussavi, Yu Wang, Peter Lorenzen, Jonathan Oakley, Daniel B. Russakoff, Stephen Gould

IEEE Trans. Medical Imaging, 2014

Scene understanding by labeling pixels.

Stephen Gould, Xuming He

Commun. ACM, 2014

Joint semantic and geometric segmentation of videos with a stage model.

Buyu Liu, Xuming He, Stephen Gould

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

A unified graphical models framework for automated human embryo tracking in time lapse microscopy.

Farshid Moussavi, Yu Wang, Peter Lorenzen, Jonathan Oakley, Daniel B. Russakoff, Stephen Gould

Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Superpixel Graph Label Transfer with Learned Distance Metric.

Stephen Gould, Jiecheng Zhao, Xuming He, Yuhang Zhang

Proceedings of the Computer Vision - ECCV 2014, 2014

Reflective Features Detection and Hierarchical Reflections Separation in Image Sequences.

Di Yang, Srimal Jayawardena, Stephen Gould, Marcus Hutter

Proceedings of the 2014 International Conference on Digital Image Computing: Techniques and Applications, 2014

An Exemplar-Based CRF for Multi-instance Object Segmentation.

Xuming He, Stephen Gould

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Determining Interacting Objects in Human-Centric Activities via Qualitative Spatio-Temporal Reasoning.

Hajar Sadeghi Sokeh, Stephen Gould, Jochen Renz

Proceedings of the Computer Vision - ACCV 2014, 2014

Reliable Point Correspondences in Scenes Dominated by Highly Reflective and Largely Homogeneous Surfaces.

Srimal Jayawardena, Stephen Gould, Hongdong Li, Marcus Hutter, Richard I. Hartley

Proceedings of the Computer Vision - ACCV 2014 Workshops, 2014

2013

Discriminative learning with latent variables for cluttered indoor scene understanding.

Huayan Wang, Stephen Gould, Daphne Koller

Commun. ACM, 2013

The Cyber Challenge - a Robotics Project to Enthuse.

Paul Minchinton, Stephen Gould, Richard J. Mitchell

Proceedings of the 10th IFAC Symposium on Advances in Control Education, 2013

A framework for generating realistic synthetic sequences of total internal reflection fluorescence microscopy images.

Seyed Hamid Rezatofighi, William T. E. Pitkeathly, Stephen Gould, Richard I. Hartley, Katarina Mele, William E. Hughes, James G. Burchfield

Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

A Multiple Model Probability Hypothesis Density Tracker for Time-Lapse Cell Microscopy Sequences.

Seyed Hamid Rezatofighi, Stephen Gould, Ba-Ngu Vo, Katarina Mele, William E. Hughes, Richard I. Hartley

Proceedings of the Information Processing in Medical Imaging, 2013

Efficient Extraction and Representation of Spatial Information from Video Data.

Hajar Sadeghi Sokeh, Stephen Gould, Jochen Renz

Proceedings of the IJCAI 2013, 2013

Multi-instance Object Segmentation with Exemplars.

Xuming He, Stephen Gould

Proceedings of the 2013 IEEE International Conference on Computer Vision Workshops, 2013

2012

DARWIN: a framework for machine learning and computer vision research and development.

Stephen Gould

J. Mach. Learn. Res., 2012

Application of the IMM-JPDA Filter to Multiple Target Tracking in Total Internal Reflection Fluorescence Microscopy Images.

Seyed Hamid Rezatofighi, Stephen Gould, Richard I. Hartley, Katarina Mele, William E. Hughes

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Towards unsupervised semantic segmentation of street scenes from motion cues.

Hajar Sadeghi Sokeh, Stephen Gould

Proceedings of the Image and Vision Computing New Zealand, 2012

On Learning Higher-Order Consistency Potentials for Multi-class Pixel Labeling.

Kyoungup Park, Stephen Gould

Proceedings of the Computer Vision - ECCV 2012, 2012

PatchMatchGraph: Building a Graph of Dense Patch Correspondences for Label Transfer.

Stephen Gould, Yuhang Zhang

Proceedings of the Computer Vision - ECCV 2012, 2012

Multiclass pixel labeling with non-local matching constraints.

Stephen Gould

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

A Noise Tolerant Watershed Transformation with Viscous Force for Seeded Image Segmentation.

Di Yang, Stephen Gould, Marcus Hutter

Proceedings of the Computer Vision - ACCV 2012, 2012

2011

Max-margin Learning for Lower Linear Envelope Potentials in Binary Markov Random Fields.

Stephen Gould

Proceedings of the 28th International Conference on Machine Learning, 2011

Simultaneous Multi-class Pixel Labeling over Coherent Image Sets.

Paul Rivera, Stephen Gould

Proceedings of the 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2011

2010

Accelerated dual decomposition for MAP inference.

Vladimir Jojic, Stephen Gould, Daphne Koller

Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010

A Unified Contour-Pixel Model for Figure-Ground Segmentation.

Benjamin Packer, Stephen Gould, Daphne Koller

Proceedings of the Computer Vision - ECCV 2010, 2010

Single image depth estimation from predicted semantic labels.

Beyang Liu, Stephen Gould, Daphne Koller

Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009

Region-based Segmentation and Object Detection.

Stephen Gould, Tianshi Gao, Daphne Koller

Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

High-accuracy 3D sensing for mobile manipulation: Improving object detection and door opening.

Morgan Quigley, Siddharth Batra, Stephen Gould, Ellen Klingbeil, Quoc V. Le, Ashley Wellman, Andrew Y. Ng

Proceedings of the 2009 IEEE International Conference on Robotics and Automation, 2009

Decomposing a scene into geometric and semantically consistent regions.

Stephen Gould, Richard Fulton, Daphne Koller

Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Alphabet SOUP: A framework for approximate energy minimization.

Stephen Gould, Fernando Amat, Daphne Koller

Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

2008

Multi-Class Segmentation with Relative Location Prior.

Stephen Gould, Jim Rodgers, David Cohen, Gal Elidan, Daphne Koller

Int. J. Comput. Vis., 2008

Projected Subgradient Methods for Learning Sparse Gaussians.

John C. Duchi, Stephen Gould, Daphne Koller

Proceedings of the UAI 2008, 2008

Cascaded Classification Models: Combining Models for Holistic Scene Understanding.

Geremy Heitz, Stephen Gould, Ashutosh Saxena, Daphne Koller

Proceedings of the Advances in Neural Information Processing Systems 21, 2008

Learning Bounded Treewidth Bayesian Networks.

Gal Elidan, Stephen Gould

Proceedings of the Advances in Neural Information Processing Systems 21, 2008

2007

Peripheral-Foveal Vision for Real-time Object Recognition and Tracking in Video.

Stephen Gould, Joakim Arfvidsson, Adrian Kaehler, Benjamin Sapp, Marius Messner, Gary R. Bradski, Paul Baumstarck, Sukwon Chung, Andrew Y. Ng

Proceedings of the IJCAI 2007, 2007