CCJ's Paper Reading List Since 2020

04 Dec 2020

Up-to-date List

Computer Vision Track: CVPR, ICCV, ECCV etc

Reversed Index Paper Name Conferences Keywords or Short Info Notes
000004 Hierarchical Neural Architecture Search for Deep Stereo Matching NIPS 2020 end-to-end hierarchical NAS framework for deep stereo matching by incorporating task-specific human knowledge into the neural architecture search framework code
000003 Small Data Challenges in Big Data Era: A Survey of Recent Progress on Unsupervised and Semi-Supervised Methods TPAMI 2020 survey, unsupervised learning w/o code
000002 Bi3D: Stereo Depth Estimation via Binary Classifications CVPR 2020 Stereo Matching, real-time code
000001 Belief Propagation Reloaded: Learning BP-Layers for Labeling Problems CVPR 2020 MRF Energy Optimization, End-to-end, Stereo Matching, Semantic Segmentation, Optical Flow code

Machine Learning Track: NIPS, ICLR, ICML, AAAI etc

Reversed Index Paper Name Conferences Keywords or Short Info Notes
000001 Belief Propagation Neural Networks NIPS 2020 belief propagation neural networks (BPNNs), a class of parameterized operators that operate on factor graphs and generalize Belief Propagation (BP) w/o code