Articles 2020

Paper log autumn 2020

Sept 10: Abdo presents: Z. Teed, J. Deng "RAFT: Recurrent All-Pairs Field Transforms for Optical Flow", ECCV20 [PDF] [GIT]
Sept 17: Johan presents: B. Mildenhall et al., "NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis", ECCV20 [PDF] [GIT] [project page]
Oct 1: Andreas presents: J-B Grill et al. "Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning", ArXiv [PDF] [related blog post].
Oct 8: Emil presents: D. Neven et al., "Instance Segmentation by Jointly Optimizing Spatial Embeddings and Clustering Bandwidth", CVPR19 [PDF] [GIT]
Oct 15: Arvi presents: M. Chu et al. "Learning Temporal Coherence via Self-Supervision for GAN-based Video Generation", TOG 2020 [PDF] [GIT]
Oct 22: Karl presents: W. Liu et al. "CRNet: Cross-Reference Networks for Few-Shot Segmentation", CVPR20 [CvF]
Nov 5: Felix presents: D. Campbell et al. "Solving the Blind Perspective-n-Point Problem End-To-End With Robust Differentiable Geometric Optimization", ECCV2020 [PDF] [supplementary]
Dec 17: Joakim presents: X. Li et al., "FSS-1000: A 1000-Class Dataset for Few-Shot Segmentation", CVPR 2020 [PDF] [dataset] [GIT]

Jan 22: Felix presents: S Löwe, P. O'Connor, B.S. Veeling, "Putting An End to End-to-End: Gradient-Isolated Learning of Representations", NIPS19, [paper] [GIT]
Feb 5: Joakim presents: Y Wu, G Wayne, A Graves, T Lillicrap, "The Kanerva Machine: A Generative Distributed Memory", ICLR18, [paper]
Feb 12: Gustav presents: O. Vinyals, I. Babuschkin, D. Silver, "Grandmaster level in StarCraft II using multi-agent reinforcement learning", NATURE 2019, [paper] [blog post]
March 4: Oliver presents: Hongwei Wan et al. "GraphGAN: Graph Representation Learning with Generative Adversarial Nets", AAAI'18 [PDF] [ArXiv] [GIT]
March 11 : Emil presents: D. Bolya, C. Zhou, F. Xiao, and Y.J. Lee, "YOLACT Real-time Instance Segmentation", ICCV19 [PDF]
May 20 : Gustav presents: X. Luo et al., "Consistent Video Depth Estimation", SIGGRAPH20 (upcoming) [PDF] [project page]
May 27 : Johan presents: T. Miyato et al., "Spectral Normalization for Generative Adversarial Networks", ICLR 2018 [PDF] [GIT page]
June 3 : Abdo presents: H. Su et al., "Pixel-Adaptive Convolutional Neural Network", CVPR'19 [ArXiv]
June 17 : Joakim presents: H. Zhao et al., "Exploring Self-attention for Image Recognition", CVPR'20 [PDF]

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