Cordelia Schmid

Leveraging Photometric Consistency over Time for Sparsely Supervised Hand-Object Reconstruction

Yana Hasson, Bugra Tekin, Federica Bogo, Ivan Laptev, Marc Pollefeys, Cordelia Schmid

Comments CVPR 2020. See the project webpage at https://hassony2.github.io/handobjectconsist.html

Speech2Action: Cross-modal Supervision for Action Recognition

Arsha Nagrani, Chen Sun, David Ross, Rahul Sukthankar, Cordelia Schmid, Andrew Zisserman

Comments Accepted to CVPR 2020

Beyond the Camera: Neural Networks in World Coordinates

Gunnar A. Sigurdsson, Abhinav Gupta, Cordelia Schmid, Karteek Alahari

Radioactive data: tracing through training

Alexandre Sablayrolles, Matthijs Douze, Cordelia Schmid, Hervé Jégou

Optimized Generic Feature Learning for Few-shot Classification across Domains

Tonmoy Saikia, Thomas Brox, Cordelia Schmid

Adaptive Density Estimation for Generative Models

Thomas Lucas, Konstantin Shmelkov, Karteek Alahari, Cordelia Schmid, Jakob Verbeek

Developing the Path Signature Methodology and its Application to Landmark-based Human Action Recognition

Weixin Yang, Terry Lyons, Hao Ni, Cordelia Schmid, Lianwen Jin

Comments 14 pages, 11 figures

Learning to Track Any Object

Achal Dave, Pavel Tokmakov, Cordelia Schmid, Deva Ramanan

Comments To be presented at the Holistic Video Understanding workshop at ICCV

Learning Video Representations using Contrastive Bidirectional Transformer

Chen Sun, Fabien Baradel, Kevin Murphy, Cordelia Schmid

Detecting unseen visual relations using analogies

Julia Peyre, Ivan Laptev, Cordelia Schmid, Josef Sivic

On the Importance of Visual Context for Data Augmentation in Scene Understanding

Nikita Dvornik, Julien Mairal, Cordelia Schmid

Comments Updated the experimental section. arXiv admin note: substantial text overlap with arXiv:1807.07428

VideoBERT: A Joint Model for Video and Language Representation Learning

Chen Sun, Austin Myers, Carl Vondrick, Kevin Murphy, Cordelia Schmid

Comments ICCV 2019 camera ready

Self-supervised Learning with Geometric Constraints in Monocular Video: Connecting Flow, Depth, and Camera

Yuhua Chen, Cordelia Schmid, Cristian Sminchisescu

Comments ICCV'19 camera ready

Diversity with Cooperation: Ensemble Methods for Few-Shot Classification

Nikita Dvornik, Cordelia Schmid, Julien Mairal

Comments Added experiments for different network architectures across different input image resolutions

Spreading vectors for similarity search

Alexandre Sablayrolles, Matthijs Douze, Cordelia Schmid, Hervé Jégou

Comments Published at ICLR 2019

White-box vs Black-box: Bayes Optimal Strategies for Membership Inference

Alexandre Sablayrolles, Matthijs Douze, Yann Ollivier, Cordelia Schmid, Hervé Jégou

Moulding Humans: Non-parametric 3D Human Shape Estimation from Single Images

Valentin Gabeur, Jean-Sebastien Franco, Xavier Martin, Cordelia Schmid, Gregory Rogez

Comments Accepted at ICCV 2019

Learning to Augment Synthetic Images for Sim2Real Policy Transfer

Alexander Pashevich, Robin Strudel, Igor Kalevatykh, Ivan Laptev, Cordelia Schmid

Comments 7 pages

Journal ref IROS 2019

A Study on Action Detection in the Wild

Yubo Zhang, Pavel Tokmakov, Martial Hebert, Cordelia Schmid

A Structured Model For Action Detection

Yubo Zhang, Pavel Tokmakov, Martial Hebert, Cordelia Schmid

AVA-ActiveSpeaker: An Audio-Visual Dataset for Active Speaker Detection

Joseph Roth, Sourish Chaudhuri, Ondrej Klejch, Radhika Marvin, Andrew Gallagher, Liat Kaver, Sharadh Ramaswamy, Arkadiusz Stopczynski, Cordelia Schmid, Zhonghua Xi, Caroline Pantofaru

Learning joint reconstruction of hands and manipulated objects

Yana Hasson, Gül Varol, Dimitrios Tzionas, Igor Kalevatykh, Michael J. Black, Ivan Laptev, Cordelia Schmid

Comments CVPR 2019

Relational Action Forecasting

Chen Sun, Abhinav Shrivastava, Carl Vondrick, Rahul Sukthankar, Kevin Murphy, Cordelia Schmid

Comments CVPR 2019 (oral)

LCR-Net++: Multi-person 2D and 3D Pose Detection in Natural Images

Gregory Rogez, Philippe Weinzaepfel, Cordelia Schmid

Comments journal version of the CVPR 2017 paper, accepted to appear in IEEE Trans. PAMI

Modulated Policy Hierarchies

Alexander Pashevich, Danijar Hafner, James Davidson, Rahul Sukthankar, Cordelia Schmid

Comments 8 pages, 5 figures

A flexible model for training action localization with varying levels of supervision

Guilhem Chéron, Jean-Baptiste Alayrac, Ivan Laptev, Cordelia Schmid

Unsupervised Learning of Artistic Styles with Archetypal Style Analysis

Daan Wynen, Cordelia Schmid, Julien Mairal

Comments Accepted at NIPS 2018, Montréal, Canada

Déjà Vu: an empirical evaluation of the memorization properties of ConvNets

Alexandre Sablayrolles, Matthijs Douze, Cordelia Schmid, Hervé Jégou

End-to-End Incremental Learning

Francisco M. Castro, Manuel J. Marín-Jiménez, Nicolás Guil, Cordelia Schmid, Karteek Alahari

Comments To appear in ECCV 2018

BodyNet: Volumetric Inference of 3D Human Body Shapes

Gül Varol, Duygu Ceylan, Bryan Russell, Jimei Yang, Ersin Yumer, Ivan Laptev, Cordelia Schmid

Comments Appears in: European Conference on Computer Vision 2018 (ECCV 2018). 27 pages