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Continual Learning in Low-rank Orthogonal Subspaces

Oct 22, 2020
Arslan Chaudhry, Naeemullah Khan, Puneet K. Dokania, Philip H. S. Torr

* NeurIPS, 2020 
* The paper is accepted at NeurIPS'20 

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Bipartite Graph Reasoning GANs for Person Image Generation

Aug 20, 2020
Hao Tang, Song Bai, Philip H. S. Torr, Nicu Sebe

* 13 pages, 6 figures, accepted to BMVC 2020 as an oral paper, fix typos 

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AutoSimulate: (Quickly) Learning Synthetic Data Generation

Aug 16, 2020
Harkirat Singh Behl, Atılım Güneş Baydin, Ran Gal, Philip H. S. Torr, Vibhav Vineet

* European Conference on Computer Vision (ECCV) 2020 
* ECCV 2020 

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XingGAN for Person Image Generation

Jul 17, 2020
Hao Tang, Song Bai, Li Zhang, Philip H. S. Torr, Nicu Sebe

* Accepted to ECCV 2020, camera ready (16 pages) + supplementary (6 pages) 

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WordCraft: An Environment for Benchmarking Commonsense Agents

Jul 17, 2020
Minqi Jiang, Jelena Luketina, Nantas Nardelli, Pasquale Minervini, Philip H. S. Torr, Shimon Whiteson, Tim Rocktäschel


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Progressive Skeletonization: Trimming more fat from a network at initialization

Jul 14, 2020
Pau de Jorge, Amartya Sanyal, Harkirat S. Behl, Philip H. S. Torr, Gregory Rogez, Puneet K. Dokania


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How benign is benign overfitting?

Jul 08, 2020
Amartya Sanyal, Puneet K Dokania, Varun Kanade, Philip H. S. Torr


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Relating by Contrasting: A Data-efficient Framework for Multimodal Generative Models

Jul 02, 2020
Yuge Shi, Brooks Paige, Philip H. S. Torr, N. Siddharth


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STEER: Simple Temporal Regularization For Neural ODEs

Jul 01, 2020
Arnab Ghosh, Harkirat Singh Behl, Philip H. S. Torr, Vinay Namboodiri


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STEER : Simple Temporal Regularization For Neural ODEs

Jun 18, 2020
Arnab Ghosh, Harkirat Singh Behl, Emilien Dupont, Philip H. S. Torr, Vinay Namboodiri


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Rethinking Semi-Supervised Learning in VAEs

Jun 17, 2020
Tom Joy, Sebastian M. Schmon, Philip H. S. Torr, N. Siddharth, Tom Rainforth


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A Revised Generative Evaluation of Visual Dialogue

Apr 24, 2020
Daniela Massiceti, Viveka Kulharia, Puneet K. Dokania, N. Siddharth, Philip H. S. Torr

* 16 pages, 5 figures 

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Edge Guided GANs with Semantic Preserving for Semantic Image Synthesis

Mar 31, 2020
Hao Tang, Xiaojuan Qi, Dan Xu, Philip H. S. Torr, Nicu Sebe

* 40 pages, 29 figures 

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Cross-modal Deep Face Normals with Deactivable Skip Connections

Mar 30, 2020
Victoria Fernandez Abrevaya, Adnane Boukhayma, Philip H. S. Torr, Edmond Boyer

* CVPR 2020 

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Data Parallelism in Training Sparse Neural Networks

Mar 25, 2020
Namhoon Lee, Philip H. S. Torr, Martin Jaggi

* ICLR 2020 workshop on PML4DC: Learning under limited/low resource scenarios 

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Holistically-Attracted Wireframe Parsing

Mar 03, 2020
Nan Xue, Tianfu Wu, Song Bai, Fu-Dong Wang, Gui-Song Xia, Liangpei Zhang, Philip H. S. Torr

* Accepted by CVPR 2020 

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Lagrangian Decomposition for Neural Network Verification

Feb 24, 2020
Rudy Bunel, Alessandro De Palma, Alban Desmaison, Krishnamurthy Dvijotham, Pushmeet Kohli, Philip H. S. Torr, M. Pawan Kumar


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Calibrating Deep Neural Networks using Focal Loss

Feb 21, 2020
Jishnu Mukhoti, Viveka Kulharia, Amartya Sanyal, Stuart Golodetz, Philip H. S. Torr, Puneet K. Dokania


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Image-to-Image Translation with Text Guidance

Feb 12, 2020
Bowen Li, Xiaojuan Qi, Philip H. S. Torr, Thomas Lukasiewicz


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Multi-Channel Attention Selection GANs for Guided Image-to-Image Translation

Feb 03, 2020
Hao Tang, Dan Xu, Yan Yan, Jason J. Corso, Philip H. S. Torr, Nicu Sebe

* An extended version of a paper published in CVPR2019. arXiv admin note: substantial text overlap with arXiv:1904.06807 

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Unifying Training and Inference for Panoptic Segmentation

Jan 14, 2020
Qizhu Li, Xiaojuan Qi, Philip H. S. Torr


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Rethinking Class Relations: Absolute-relative Few-shot Learning

Jan 12, 2020
Hongguang Zhang, Philip H. S. Torr, Hongdong Li, Songlei Jian, Piotr Koniusz


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Few-shot Action Recognition via Improved Attention with Self-supervision

Jan 12, 2020
Hongguang Zhang, Li Zhang, Xiaojuan Qi, Hongdong Li, Philip H. S. Torr, Piotr Koniusz


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Few-shot Learning with Multi-scale Self-supervision

Jan 06, 2020
Hongguang Zhang, Philip H. S. Torr, Piotr Koniusz


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AttentionGAN: Unpaired Image-to-Image Translation using Attention-Guided Generative Adversarial Networks

Dec 28, 2019
Hao Tang, Hong Liu, Dan Xu, Philip H. S. Torr, Nicu Sebe

* An extended version of a paper published in IJCNN2019. arXiv admin note: substantial text overlap with arXiv:1903.12296. Add more results 

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