Articles 2021

Paper log autumn 2021

• Oct 7: Per-Erik presents: O. Limoyo et al. Heteroscedastic Uncertainty for Robust Generative Latent Dynamics, RAL July 2020, [PDF] [GIT]
• Oct 14: Joakim presents: T. Meinhardt et al., TrackFormer: Multi-Object Tracking with Transformers, ArXiV'21 [PDF] [GIT]
• Oct 28: Mårten presents: Y. Ding et al., Minimal Solutions for Panoramic Stitching Given Gravity Prior, ICCV 2021 [PDF]
• Nov 4, Johan presents: M. Cisse et al., mixup: Beyond Empirical Risk Minimization, ICLR2018, [PDF] [reviews]
• Dec 9, Emil presents: Y. Zhao et al., Deep Lucas-Kanade Homography for Multimodal Image Alignment, CVPR2021, [PDF] [Git]

Paper log spring 2021

• Jan 27: Oliver presents: W. Hamilton et al. Inductive Representation Learning on Large Graphs, NeurIPS'17 [PDF][Git][project page]
• Feb 10: Johan presents: Z. Allen-Zhu and Y. Li, Towards Understanding Ensemble, Knowledge Distillation and Self-Distillation in Deep Learning, ArXiv'20 preprint [PDF] [blog post]
• Feb 24: Arvi presents: Y. Wang et al., Self-supervised Equivariant Attention Mechanism for Weakly Supervised Semantic Segmentation, CVPR2020 [PDF] [GIT]
• March 24: Johan presents: H. Pham et al. Meta Pseudo Labels [ArXiv] [GIT]
• March 31: Joakim presents: A. Jaegle et al., Perceiver: General Perception with Iterative Attention, ArXiv 2021, [PDF]
• April 7: Andreas presents: S. Wizadwongsa et al., NeX: Real-time View Synthesis with Neural Basis Expansion CVPR21, [GIT]
• April 21: Johan presents: S. Gould et al. Deep Declarative Networks, IEEE TPAMI [PDF]
• May 5: Joakim presents: C. Yang et al. Self-supervised Video Object Segmentation by Motion Grouping, [ArXiv] [project page]
• May 12: Pavlo presents: M. Finzi et al. A Practical Method for Constructing Equivariant Multilayer Perceptrons for Arbitrary Matrix Groups, ArXiv'21 [PDF] [GIT]

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