Stephen Gould
Stephen Gould
Professor at Australian National University | Scholar at Amazon
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Bottom-up and top-down attention for image captioning and visual question answering
P Anderson, X He, C Buehler, D Teney, M Johnson, S Gould, L Zhang
Proceedings of the IEEE conference on computer vision and pattern …, 2018
Spice: Semantic propositional image caption evaluation
P Anderson, B Fernando, M Johnson, S Gould
European conference on computer vision, 382-398, 2016
Decomposing a scene into geometric and semantically consistent regions
S Gould, R Fulton, D Koller
2009 IEEE 12th international conference on computer vision, 1-8, 2009
Vision-and-language navigation: Interpreting visually-grounded navigation instructions in real environments
P Anderson, Q Wu, D Teney, J Bruce, M Johnson, N Sünderhauf, I Reid, ...
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018
Dynamic image networks for action recognition
H Bilen, B Fernando, E Gavves, A Vedaldi, S Gould
Proceedings of the IEEE conference on computer vision and pattern …, 2016
Single image depth estimation from predicted semantic labels
B Liu, S Gould, D Koller
2010 IEEE computer society conference on computer vision and pattern …, 2010
Multi-class segmentation with relative location prior
S Gould, J Rodgers, D Cohen, G Elidan, D Koller
International journal of computer vision 80 (3), 300-316, 2008
Self-supervised video representation learning with odd-one-out networks
B Fernando, H Bilen, E Gavves, S Gould
Proceedings of the IEEE conference on computer vision and pattern …, 2017
Region-based Segmentation and Object Detection.
S Gould, T Gao, D Koller
NIPS 1, 2, 2009
Cascaded classification models: Combining models for holistic scene understanding
G Heitz, S Gould, A Saxena, D Koller
Advances in neural information processing systems 21, 641-648, 2008
Discriminative learning with latent variables for cluttered indoor scene understanding
H Wang, S Gould, D Koller
Computer Vision–ECCV 2010, 435-449, 2010
Projected subgradient methods for learning sparse gaussians
J Duchi, S Gould, D Koller
arXiv preprint arXiv:1206.3249, 2012
Built-in foreground/background prior for weakly-supervised semantic segmentation
F Saleh, MS Aliakbarian, M Salzmann, L Petersson, S Gould, JM Alvarez
European conference on computer vision, 413-432, 2016
Guided open vocabulary image captioning with constrained beam search
P Anderson, B Fernando, M Johnson, S Gould
arXiv preprint arXiv:1612.00576, 2016
Accelerated dual decomposition for MAP inference
V Jojic, S Gould, D Koller
ICML, 2010
Discriminative hierarchical rank pooling for activity recognition
B Fernando, P Anderson, M Hutter, S Gould
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2016
Integrating visual and range data for robotic object detection
S Gould, P Baumstarck, M Quigley, AY Ng, D Koller
Workshop on Multi-camera and Multi-modal Sensor Fusion Algorithms and …, 2008
High-accuracy 3d sensing for mobile manipulation: Improving object detection and door opening
M Quigley, S Batra, S Gould, E Klingbeil, Q Le, A Wellman, AY Ng
2009 IEEE international conference on robotics and automation, 2816-2822, 2009
On differentiating parameterized argmin and argmax problems with application to bi-level optimization
S Gould, B Fernando, A Cherian, P Anderson, RS Cruz, E Guo
arXiv preprint arXiv:1607.05447, 2016
Peripheral-Foveal Vision for Real-time Object Recognition and Tracking in Video.
S Gould, J Arfvidsson, A Kaehler, B Sapp, M Messner, GR Bradski, ...
Ijcai 7, 2115-2121, 2007
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