{"id":57,"date":"2017-04-16T09:48:38","date_gmt":"2017-04-16T07:48:38","guid":{"rendered":"https:\/\/rsl-cv.univ-lr.fr\/2017\/?page_id=57"},"modified":"2019-10-24T08:13:27","modified_gmt":"2019-10-24T06:13:27","slug":"program","status":"publish","type":"page","link":"https:\/\/rsl-cv.univ-lr.fr\/2019\/?page_id=57","title":{"rendered":"Program"},"content":{"rendered":"
\n

8:00-09:50 <\/strong>Session 1:\u00a0 Subspace Learning and Applications (Chair: Pr. Soon Ki Jung)
\n<\/strong><\/p>\n

\n

8:00-8:05 Opening (5 min) (Pr. Soon Ki Jung and Dr. Sajid Javed)
\n<\/strong><\/p>\n

8:05-8:50 Invited Talk\u00a0<\/strong><\/p>\n

L1-norm Analysis of Matrices and Tensors: Theory, Algorithms, and Some Applications (45 min)<\/p>\n

Panos P. Markopoulos<\/span> (Rochester Institute of Technology, USA)<\/p>\n

8:50-9:10 <\/strong>Learning Disentangled Representations via Independent Subspaces (20 min)<\/p>\n

Maren Awiszus (Leibniz Universit\u00e4t Hannover), Hanno Ackermann (Leibniz University Hannover), Bodo Rosenhahn (Leibniz University Hannover)<\/p>\n

9:10-9:30<\/strong> Uncalibrated Non-Rigid Factorisation by Independent Subspace Analysis (20 min)
\n<\/strong><\/p>\n

Sami Brandt (IT University of Copenhagen), Hanno Ackermann (Leibniz University Hannover), Stella Gra\u00dfhof (Leibniz Universit\u00e4t Hannover)<\/p>\n

9:30-09:50 <\/strong>Robust Discrimination and Generation of Faces using Compact, Disentangled Embeddings (20 min)
\n<\/strong><\/p>\n

Bj\u00f6rn Browatzki (Korea University) Christian Wallraven (Korea University)<\/p>\n

10:00-11:00<\/strong> Break 1 (Coffee) – 1h<\/p>\n

\n

11:00-12:30<\/strong> Session 2<\/strong>:\u00a0 Tensor based\u00a0 Subspace Learning Approaches (Chair: Dr. Sajid Javed)<\/strong><\/p>\n

\n

11:00-11:30 Invited Talk<\/strong><\/p>\n

Tensor methods for robust deep learning (30 min)<\/p>\n

Jean Kossaifi (Samsung AI Cambridge, UK)<\/p>\n

11:30-11:50 <\/strong>Tensor Subspace Learning and Classification: Tensor Local Discriminant Embedding for Hyperspectral Image (20 min)<\/p>\n

Lei He (Beijing University of Chemical Technology), Hongwei Yang (Beijing University of Chemical Technology), Lina Zhao (Beijing University of Chemical Technology)\u00a0
\n<\/strong><\/p>\n

11:50-12:10 <\/strong>Tensor Train Decomposition for Efficient Memory Saving in Perceptual Feature-maps (20 min)<\/p>\n

Taehyeon Kim (Yonsei University), Jieun lee (Yonsei University), Yoonsik Choe (Yonsei University)<\/p>\n

12:10-12:30 <\/strong>Low-rank Tensor Tracking\u00a0 (20 min)<\/p>\n

Sajid Javed (Khalifa University of Science and Technology), Jorge Manuel Miranda Dias (Khalifa University of Science and Technology), Naoufel Werghi (Khalifa University of Science and Technology)<\/p>\n

12:30-13:30<\/strong> Break 2 (Lunch) – 1h<\/p>\n

\n

13:30-15:30 <\/strong>Session 3: Bridging Subspace Learning\/Clustering and Deep Learning (Chair: Dr. Sajid Javed)
\n<\/strong><\/p>\n

\n

13:30-14:10 Invited Talk <\/strong><\/p>\n

Bridging Robust PCA and Variational Autoencoder Models (40 min)
\n<\/strong><\/p>\n

David Wipf (Microsoft Research, China)<\/p>\n

14:10-14:30 <\/strong>Structuring Autoencoders (20 min)
\n<\/strong><\/p>\n

Marco Rudolph (Leibniz University Hannover), Bastian Wandt (Leibniz University Hannover), Bodo Rosenhahn (Leibniz University Hannover)<\/p>\n

14:30-14:50 <\/strong>Structure-Constrained Feature Extraction by Autoencoders for Subspace Clustering (20 min)<\/p>\n

Kewei Tang (Liaoning Normal University), Kaiqiang Xu \u00a0(Dalian University of Technology), Zhixun Su (Dalian University of Technology), Wei Jiang (Liaoning Normal University), \u00a0Xiaonan Luo (Guilin University of Electronic Technology), Xiyan Sun (Guilin University of Electronic Technology)<\/p>\n

14:50-15:10 <\/strong>Deep Closed-Form Subspace Clustering (20 min)
\n<\/strong><\/p>\n

Junghoon Seo (Satrec Initiative), Jamyoung Koo (SI Analytics), Taegyun Jeon (SI Analytics)<\/p>\n

15:10-15:30 <\/strong>Subspace Clustering with Missing Entries byNon-convex Minimization (20 min)
\n<\/strong><\/p>\n

Connor Lane (John Hopkins University), Ron Boger (John Hopkins University), Chong You (John Hopkins University), Manolis Tsakiris (ShanghaiTech University), Benjamin D. Haeffele (John Hopkins University), Ren\u00e9 Vidal (John Hopkins University)<\/p>\n

15:30-15:50<\/strong> Adaptive online k-subspaces with cooperativere-initialization<\/p>\n

Connor Lane (John Hopkins University), Benjamin D. Haeffele (John Hopkins University), Ren\u00e9 Vidal (John Hopkins University)<\/p>\n

15:50-16:30<\/strong> – Break 3 (Coffee) – 40 min<\/p>\n

\n

16:30-18:00<\/strong> Session 4<\/strong> : Application in Computer Vision: Background\/Foreground Separation (Chair: Prof. Soon Ki Jung)
\n<\/strong><\/p>\n

16:30-16:50 <\/strong>Panoramic Video Separation with Online Grassmannian Robust Subspace Estimation (20 min)
\n<\/strong><\/p>\n

Kyle Gilman (University of Michigan), Laura Balzano (University of Michigan)<\/p>\n

16:50-17:10 <\/strong>Topological Labelling of Scene using Background\/Foreground Separation and Epipolar Geometry (20 min)
\n<\/strong><\/p>\n

Atsushi Imiya (IMIT Chiba University, Japan), Hiroki Hiraoka (Chiba University)<\/p>\n

17h10-17:40 <\/strong>Complete Moving Object Detection in the Context of Robust Subspace Learning (20 min)
\n<\/strong><\/p>\n

Maryam Sultana (Kyungpook National University), Arif Mahmood (Information Technology University), Thierry Bouwmans (La Rochelle Universit\u00e9), Soon Ki Jung (Kyungpook National University)<\/p>\n

\u00a0<\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"

8:00-09:50 Session 1:\u00a0 Subspace Learning and Applications (Chair: Pr. Soon Ki Jung) 8:00-8:05 Opening (5 min) (Pr. Soon Ki Jung and Dr. Sajid Javed) 8:05-8:50 Invited Talk\u00a0 L1-norm Analysis of Matrices and Tensors: Theory, Algorithms, and Some Applications (45 min) Panos P. Markopoulos (Rochester Institute of Technology, USA) 8:50-9:10 Learning Disentangled Representations via Independent Subspaces […]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"_links":{"self":[{"href":"https:\/\/rsl-cv.univ-lr.fr\/2019\/index.php?rest_route=\/wp\/v2\/pages\/57"}],"collection":[{"href":"https:\/\/rsl-cv.univ-lr.fr\/2019\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/rsl-cv.univ-lr.fr\/2019\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/rsl-cv.univ-lr.fr\/2019\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/rsl-cv.univ-lr.fr\/2019\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=57"}],"version-history":[{"count":11,"href":"https:\/\/rsl-cv.univ-lr.fr\/2019\/index.php?rest_route=\/wp\/v2\/pages\/57\/revisions"}],"predecessor-version":[{"id":447,"href":"https:\/\/rsl-cv.univ-lr.fr\/2019\/index.php?rest_route=\/wp\/v2\/pages\/57\/revisions\/447"}],"wp:attachment":[{"href":"https:\/\/rsl-cv.univ-lr.fr\/2019\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=57"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}