| 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 |
| Paper Name | Published time | Link |
|---|---|---|
| GPU-Latency-Hiding-Ch2 | 2016 | link |
| GPU-Latency-Hiding-Ch3 | 2016 | link |
| GPU-Latency-Hiding-Ch4 | 2016 | link |
| Paper Name | Published time | Link |
|---|---|---|
| NeRF | 2020 | 2003.08934 |
| 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 |
| 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 |
| 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 |
| Federated-Machine-Learning | 2019 | 1902.04885 |
| Federated-Learning-At-Scale | 2019 | 1902.01046 |
| ML-Stuck-in-a-Rut | 2019 | HotOS-2019 |
| Self-supervised-representation-learning-revisited | 2019 | 1901.09005 |
| Momentum-Contrast | 2019 | 1911.05722 |
| SimCLR | 2020 | 2002.05079 |
| Deep OCC | 2018 | 1801.05365v2 |
| OC-CNN | 2019 | 1901.08688v1 |
| Nature-DL-for-AI | 2021 | paper |
| Model name | Published time | Link |
|---|---|---|
| AlexNet | 2012 | nips link |
| Visualization | 2013 | 1311.2901 |
| Inception V1 i.e. GoogLeNet | 2014 | 1409.4842v1 |
| Inception V2 | 2015 | 1502.03167v3 |
| Inception V3 | 2015 | 1512.00567v3 |
| Inception V4 | 2016 | 1602.07261v2 |
| Xception | 2016 | 1610.02357v3 |
| VGG | 2014 | 1409.1556 |
| Spatial-Transformer-Networks | 2015 | 1506.02025 |
| ResNet V1 | 2015 | 1512.03385 |
| ResNet V2 | 2016 | 1603.05027 |
| ResNeXt | 2016 | 1611.05431 |
| DenseNet | 2016 | 1608.06993 |
| ShuffleNetV1 | 2017 | 1707.01083 |
| ShuffleNetV2 | 2018 | 1807.11164 |
| MobileNet | 2017 | 1704.04861 |
| MobileNetV2 | 2018 | 1801.04381v3 |
| SENet | 2017 | 1709.01507 |
| MnasNet | 2018 | 1807.11626 |
| OctConv | 2019 | 1904.0509 |
| MobileNetV3 | 2019 | 1905.02244 |
| EfficientNet | 2019 | 1905.11946 |
| ResNeSt | 2020 | 2004.08955 |
| Non-local NN | 2017 | 1711.07971 |
| ResNet-RS | 2021 | 2103.07579 |
| RandAugment | 2019 | 1909.13719 |
| Deformable-CNN-v1 | 2017 | 1703.06211 |
| Deformable-CNN-v2 | 2018 | 1811.11168 |
| Model name | Published time | Link |
|---|---|---|
| SelectiveSearch | 2012 | personal link |
| R-CNN | 2014 | 1311.2524v5 |
| Fast R-CNN | 2015 | 1504.08083v2 |
| Faster R-CNN | 2016 | 1506.01497 |
| Mask R-CNN | 2018 | 1703.06870v3 |
| SSD | 2016 | 1512.02325v5 |
| Speed/accuracy trade-offs | 2016 | 1611.10012v3 |
| YOLOv1 | 2015 | 1506.02640 |
| YOLO9000 | 2016 | 1612.08242 |
| YOLOv3 | 2018 | 1804.02767 |
| YOLOv4 | 2020 | 2004.10934 |
| R-FCN | 2016 | 1605.06409 |
| Focal Loss | 2017 | 1708.02002 |
| Feature Pyramid Network | 2017 | 1612.03144 |
| CornerNet | 2018 | 1808.01244 |
| CenterNet | 2019 | 1904.07850 |
| NAS-FPN | 2019 | 1904.07392 |
| EfficientDet | 2019 | 1911.09070 |
| Model name | Published time | Link |
|---|---|---|
| FCN | 2015 | 1411.4038 |
| DeepLabV1 | 2015 | 1412.7062 |
| DeepLabV2 | 2016 | 1606.00915 |
| DeepLabV3 | 2017 | 1706.05587 |
| DeepLabV3+ | 2018 | 1802.02611 |
| Dense-Prediction-Architecture-Search | 2018 | 1809.04184 |
| Auto-DeepLab | 2019 | 1901.02985 |
| Boundary-Loss | 2018 | 1812.07032 |
| U-Net-Medical | 2015 | 1505.04597 |
| V-Net | 2016 | 1606.04797 |
| Clinically-Applicable-DL-OAR-Delineation | 2019 | Nature |
| nnU-Net | 2019 | 1904.08128 |
| Fast-SCNN | 2019 | 1902.04502 |
| Model name | Published time | Link |
|---|---|---|
| GAN | 2014 | 1406.2661 |
| cGAN | 2014 | 1411.1784 |
| DCGAN | 2015 | 1511.06434 |
| Improved-Techniques-for-Training-GANs | 2016 | 1606.03498 |
| pix2pix | 2016 | 1611.07004 |
| CycleGAN | 2017 | 1703.10593 |
| Paper | Published time | Link |
|---|---|---|
| Convolutional Pose Machines | 2016 | 1602.00134 |
| Part Affinity Fields | 2016 | 1611.08050 |
| Hand keypoint detection | 2017 | 1704.07809 |
| OpenPose | 2018 | 1812.08008 |
| Paper | Published time | Link |
|---|---|---|
| FaceNet | 2015 | 1503.03832 |
| MTCNN | 2016 | 1604.02878v1 |
| SSH | 2017 | 1708.03979 |
| ArcFace | 2018 | 1801.07698 |
| MobileFaceNet | 2018 | 1804.07573 |
| RetinaFace | 2019 | 1905.00641 |
| Name | Published time | Link |
|---|---|---|
| CNN-FFT | 2014 | 1312.5851v5 |
| FFT-DL-Deploy | 2017 | 1712.04910 |
| Caffe | 2014 | 1408.5093 |
| Knowledge-Distilling | 2015 | 1503.02531 |
| Learning-weights-and-connections | 2015 | 1506.02626 |
| Deep-Compression | 2015 | 1510.00149 |
| Pruning-Filters | 2016 | 1608.08710 |
| TVM | 2018 | 1802.04799 |
| Integer-Arithmetic-Inference | 2018 | 1712.05877 |
| Quantization | 2018 | 1806.08342 |
| Auto-Keras | 2018 | 1806.10282 |
| TPU | 2017 | 1704.04760 |
| Name | Published time | Link |
|---|---|---|
| FlowNet | 2015 | 1504.06852 |
| FlowNetV2 | 2016 | 1612.01925 |
| Geometric-Mapping-CNN | 2017 | 1703.05593 |
| CNN-3D-2D-Registration | 2016 | 1507.07505 |
| MV-3D-2D-CNN-Registration | 2018 | 1811.11816 |
| VoxelMorph | 2018 | 1809.05231 |
| X-ray-CT-Registration | 2019 | MICCAI2019 |
| Weakly-Supervised-CNN-Multimodal-Registration | 2018 | 1807.03361 |
| POINT2 | 2019 | 1903.03896 |
| Name | Published time | Link |
|---|---|---|
| DRR-Siddon-1985 | 1985 | aapm |
| DRR-Jacob-1998 | 1998 | semanticscholar |
| DRR-GPU-deGreef-2009 | 2009 | aapm |
| MRI-sCT-Generation-Review | 2017 | Radioation Oncology |
| Survey-DL-Medical | 2017 | 1702.05747 |
| CycleGAN-UNIT-comparison | 2018 | 1806.07777v1 |
| DL-Registration-Survey | 2019 | 1903.02026 |
| Models Genesis | 2019 | 1908.06912 |
| Radiomics-ML-DL | 2020 | aapm |
| Intrafractional-motion-management | 2020 | pubmed |
| UltraSound-Toolbox | 2017 | IEEE |
| ALTIS | 2019 | pubmed |
| CBCT-Scatter-Compensation | 2011 | aapm |
| CBCT-Scatter-Estimation | 2011 | aapm |
| CT-Survey | 2013 | springer |
| CT-Reconstruction-Evolution | 2019 | springer |
| CT-RED-CNN | 2017 | IEEE |
| Model | Published time | Link |
|---|---|---|
| I3D | 2017 | 1705.07750 |
| FCN-rLSTM | 2017 | 1707.09476 |
| Bi-ConvLSTM | 2017 | 1707.07890 |
| EDSR | 2017 | 1707.02921v1 |
| Deep image prior | 2018 | github.io |
| MCNN | 2016 | CVPR2016 |
| MSCNN | 2017 | 1702.02359 |
| OCR review | 2018 | 1811.04256 |
| Datasets name | Published time | Link |
|---|---|---|
| MS COCO | 2014 | 1405.0312 |
| MPII | 2014 | CVPR'14 |
| CrowdHuman | 2018 | 1805.00123 |
| fddb | 2010 | fddb |
| WIDER-FACE | 2015 | 1511.06523 |
| MS-Celeb-1M | 2016 | 1607.08221 |
| Panoptic Studio | 2016 | 1612.03153 |
| CV-HAZOP | 2017 | IJCV2017 |
| DeepLesion | 2018 | SPIE |
| RIL-Contour | 2019 | Mayo |
| MVTec-AD | 2019 | paper |
| Data-Cascades | 2021 |
| Paper | time | link |
|---|---|---|
| PCL-Library | 2011 | PCL |
| Open3D | 2018 | 1801.09847 |
| HED | 2015 | 1504.06375 |
| FireNet | 2018 | personal link |
| Contour-to-DICOM-RT-Structure-Set | 2009 | link |
| stochasticity | 2000 | link |
