Publications
Journals
Michael Blot, David Picard, Matthieu Cord, Nicolas Thome. Distributed optimization for deep learning with gossip exchange.
Neurocomputing
, 2018.
Thibaut Durand, Nicolas Thome, Matthieu Cord. SyMIL: MinMax Latent SVM for Weakly Labeled Data.
IEEE Transactions on Neural Networks and Learning Systems (TNNLS)
, 2018.
Taylor Mordan, Nicolas Thome, Gilles Henaff, Matthieu Cord. End-to-End Learning of Latent Deformable Part-Based Representations for Object Detection.
International Journal of Computer Vision (IJCV)
, 2018.
Thibaut Durand, Nicolas Thome, Matthieu Cord. Exploiting Negative Evidence for Deep Latent Structured Models.
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
, 2019.
Conferences
Michael Blot, David Picard, Matthieu Cord, Nicolas Thome. Gossip training for deep learning.
Advances in Neural Information Processing Systems (NIPS) Workshop
, 2016.
Taylor Mordan, Nicolas Thome, Matthieu Cord, Gilles Henaff. Deformable Part-based Fully Convolutional Network for Object Detection.
British Machine Vision Conference (BMVC)
, 2017.
Michael Blot, Thomas Robert, Nicolas Thome, Matthieu Cord. SHADE: Information-Based Regularization for Deep Learning.
IEEE International Conference on Image Processing (ICIP)
, 2018.
Thomas Robert, Nicolas Thome, Matthieu Cord. HybridNet: Classification and Reconstruction Cooperation for Semi-Supervised Learning.
IEEE European Conference on Computer Vision (ECCV)
, 2018.
Preprints
Fabien Baradel, Christian Wolf, Julien Mille. Pose-conditioned Spatio-Temporal Attention for Human Action Recognition.
Arxiv:1703.10106
, 2017.
Videos and Details
Thomas Robert, Nicolas Thome, Matthieu Cord. DualDis: Dual-Branch Disentangling with Adversarial Learning.
arXiv:1906.00804
, 2019.