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Measuring generalisation to unseen viewpoints, articulations, shapes and objects for 3d hand pose estimation under hand-object interaction

Anil Armagan, Guillermo Garcia-Hernando, Seungryul Baek, Shreyas Hampali, Mahdi Rad, Zhaohui Zhang, Shipeng Xie, MingXiu Chen, Boshen Zhang, Fu Xiong, others

Weakly supervised 3d hand pose estimation via biomechanical constraints

Adrian Spurr, Umar Iqbal, Pavlo Molchanov, Otmar Hilliges, Jan Kautz

Weakly-supervised 3d human pose learning via multi-view images in the wild

Umar Iqbal, Pavlo Molchanov, Jan Kautz

Few-shot adaptive gaze estimation

Seonwook Park, Shalini De Mello, Pavlo Molchanov, Umar Iqbal, Otmar Hilliges, Jan Kautz

Importance estimation for neural network pruning

Pavlo Molchanov, Arun Mallya, Stephen Tyree, Iuri Frosio, Jan Kautz

Scops: Self-supervised co-part segmentation

Wei-Chih Hung, Varun Jampani, Sifei Liu, Pavlo Molchanov, Ming-Hsuan Yang, Jan Kautz

Depth-based 3d hand pose estimation: From current achievements to future goals

Shanxin Yuan, Guillermo Garcia-Hernando, Björn Stenger, Gyeongsik Moon, Ju Yong Chang, Kyoung Mu Lee, Pavlo Molchanov, Jan Kautz, Sina Honari, Liuhao Ge, others

Hand Pose Estimation via Latent 2.5 D Heatmap Regression

Umar Iqbal, Pavlo Molchanov, Thomas Breuel, Juergen Gall, Jan Kautz

Improving landmark localization with semi-supervised learning

Sina Honari, Pavlo Molchanov, Stephen Tyree, Pascal Vincent, Christopher Pal, Jan Kautz

Making convolutional networks recurrent for visual sequence learning

Xiaodong Yang, Pavlo Molchanov, Jan Kautz