PaperWeekly

Chip Design and Design Space Exploration and Multi-Objective Optimization

Paper Name | Published time | Link --- | --- | --- Murphi | 1992 | link SimOS | 1995 | link SimPoint | 2002 | link SimpleScalar | 2002 | link Using-SimPoint | 2003 | link Power-Performance-Modeling | 2003 | link SimPoint-HowTo | 2004 | link QEMU | 2005 | link SimPoint-3.0 | 2005 | link Boundary-Line-Reuse-Latency | 2005 | link Computational-Thinking | 2006 | link Interval-Analysis | 2006 | link SimPoints-SPEC-CPU-2006 | 2008 | link DSE-ACO | 2006 | link GPGPU-Sim | 2009 | link GARNET | 2009 | link gem5 | 2011 | link hyperopt | 2013 | link DSE-MDE | 2014 | link Top-down-Microarchitecture-Analysis | 2014 | link BayesOptLoop | 2016 | link SLAM-DSE | 2017 | link PlatEMO | 2017 | 1701.00879 Exploring-Exploration | 2017 | link Rocket-Chip-Generator | 2016 | link RISC5 | 2017 | link BOOM | 2015 | link BOOMv2 | 2017 | link Google-Vizier | 2017 | link HyperMapper-2.0 | 2018 | 1801.05236 Random-Scalarization | 2018 | 1805.12168 HFP8 | 2019 | NIPS2019 MOEA-tutorial | 2018 | link ML-DSE-Manycore | 2019 | link MMBO | 2019 | 1905.02370 BRISC-V | 2019 | link SonicBOOM | 2020 | link BOOM-Explorer | 2021 | link New-Golden-Age | 2019 | link jMetalPy | 2019 | 1903.02915 Computers-as-GPT-Decline | 2018 | link pymoo | 2020 | link BO-DoE-Review | 2020 | link MOBOpt | 2020 | link MAESTRO | 2020 | link BOPrO | 2020 |2006.14608 Apollo | 2021 | 2102.01723 ML-EDA-Survey | 2021 | 2102.03357 OpenBox | 2021 | 2106.00421 DSE-Accelerators | 2021 | link NeuroMeter | 2021 | link NAAS | 2021 | MIT ELFie | 2021 | link Gem5-FS-RISCV | 2021 | link Alibaba-ICCAD2022-contest | 2022 | ICCAD

GPU Latency Hiding

Paper Name | Published time | Link -----------|----------------|----- GPU-Latency-Hiding-Ch2 | 2016 | link GPU-Latency-Hiding-Ch3 | 2016 | link GPU-Latency-Hiding-Ch4 | 2016 | link

Nerual Rendering

Paper Name | Published time | Link --- | --- | --- NeRF | 2020 | 2003.08934

SLAM

Paper Name | Published time | Link --- | --- | --- Zhang-Calibration | 2000 | link Fish-Eye-Calibration | 2006 | link cartographer | 2016 | link ORB-SLAM | 2015 | 1502.00956 ORB-SLAM2 | 2016 | 1610.06475 ORB-SLAM3 | 2020 | 2007.11898 VINS-Review | 2019 | 1906.02650

Classical Image Features, Image Processing and Pattern Recognition

Paper Name | Published time | Link --- | --- | --- Marr-1980 | 1980 | link Laws-Filters | 1980 | link findContours | 1985 | link cornerHarris | 1988 | link GoodFeaturesToTrack | 1993 | IEEE SIFT-1999 | 1999 | iccv99 Haar | 2001 | paper LBP | 2002 | link HOG | 2005 | paper SURF | 2006 | paper FAST | 2006 | paper DPM | 2008 | paper BRIEF | 2010 | paper ORB | 2011 | paper KAZE | 2012 | paper VGG-Texture-Classification | 2005 | VGG Deep Filter Banks | 2015 | CVPR Live-Wire-1992 | 1992 | link Normalized-Cuts | 1997 | stanford Bilateral-Filter | 1998 | link Mattes-Mutual-Information | 2001 | harvard Elastic Distortion | 2003 | cmu IFT | 2004 | PAMI Non-Local-Means | 2005 | paper t-SNE visualization | 2008 | link Histogram-Modification-Framework | 2009 | IEEE gPb | 2010 | Berkeley linemod | 2012 | link Objectness | 2012 | PAMI NumPy-Nature | 2020 | Nature

Attention, Transformer, Federated Learning, Self-Supervised Learning, One Class Classification

Paper Name | Published time | Link --- | --- | --- Attention | 2017 | 1706.03762 DETR | 2020 | 2005.12872 ViT | 2020 | 2010.11929 Vision-Transformers-Survey | 2021 | 2101.01169 Rethinking-Generalization | 2016 | 1611.03530 Data-HFC-CNN | 2019 | 1905.13545 Contrastive-Loss-Function | 2006 | LeCun Nature-Deep-Learning | 2015 | Nature Federated-Averaging | 2016 | 1602.05629 Deep-Learning-Computer-Architecture-Chip-Design | 2019 | 1911.05289 DL-Critical-Appraisal | 2018 | 1801.00631 DL-vs-Traditional-CV | 2019 | [1910.13796](https://arxiv.org/abs/1910.1379