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Methods
> Computer Vision
Computer Vision
1059 methods • 146144 papers with code
Image Models
ResNet
2150 papers with code
Vision Transformer
1413 papers with code
VGG
486 papers with code
DenseNet
401 papers with code
MobileNetV2
326 papers with code
See all 188 methods
Convolutional Neural Networks
ResNet
2150 papers with code
VGG
486 papers with code
DenseNet
401 papers with code
MobileNetV2
326 papers with code
AlexNet
282 papers with code
See all 123 methods
Generative Models
AutoEncoder
4160 papers with code
GAN
1205 papers with code
VAE
1070 papers with code
CycleGAN
349 papers with code
StyleGAN
255 papers with code
See all 100 methods
Image Model Blocks
Residual Block
2711 papers with code
Bottleneck Residual Block
2045 papers with code
Squeeze-and-Excitation Block
439 papers with code
Dense Block
439 papers with code
Inception Module
189 papers with code
See all 93 methods
Object Detection Models
Faster R-CNN
451 papers with code
Mask R-CNN
381 papers with code
SSD
245 papers with code
YOLOv3
234 papers with code
RetinaNet
198 papers with code
See all 71 methods
Image Feature Extractors
Convolution
16908 papers with code
1x1 Convolution
5086 papers with code
Depthwise Convolution
1079 papers with code
Pointwise Convolution
1066 papers with code
Depthwise Separable Convolution
954 papers with code
See all 61 methods
Convolutions
Convolution
16908 papers with code
1x1 Convolution
5086 papers with code
Depthwise Convolution
1079 papers with code
Pointwise Convolution
1066 papers with code
Depthwise Separable Convolution
954 papers with code
See all 57 methods
Generative Adversarial Networks
GAN
1205 papers with code
CycleGAN
349 papers with code
StyleGAN
255 papers with code
StyleGAN2
177 papers with code
SAGAN
136 papers with code
See all 47 methods
Image Data Augmentation
Mixup
544 papers with code
GPS
522 papers with code
Random Resized Crop
268 papers with code
ColorJitter
224 papers with code
Random Gaussian Blur
222 papers with code
See all 45 methods
Vision Transformers
Vision Transformer
1413 papers with code
Swin Transformer
294 papers with code
Detr
166 papers with code
DINO
102 papers with code
DeiT
78 papers with code
See all 45 methods
Semantic Segmentation Models
U-Net
2003 papers with code
FCN
269 papers with code
SegNet
70 papers with code
DeepLab
49 papers with code
UNet++
43 papers with code
See all 36 methods
Feature Extractors
FPN
524 papers with code
TS
194 papers with code
PAFPN
111 papers with code
Bottom-up Path Augmentation
111 papers with code
DLA
79 papers with code
See all 33 methods
Vision and Language Pre-Trained Models
ALIGN
2420 papers with code
CLIP
1740 papers with code
BLIP
53 papers with code
LXMERT
39 papers with code
ViLBERT
30 papers with code
See all 31 methods
One-Stage Object Detection Models
SSD
245 papers with code
YOLOv3
234 papers with code
RetinaNet
198 papers with code
YOLOv4
90 papers with code
FCOS
73 papers with code
See all 22 methods
Light-weight neural networks
MobileNetV2
326 papers with code
SqueezeNet
85 papers with code
MobileNetV3
69 papers with code
MobileNetV1
66 papers with code
ShuffleNet
48 papers with code
See all 19 methods
Pooling Operations
Max Pooling
6048 papers with code
Average Pooling
4418 papers with code
Global Average Pooling
3533 papers with code
Spatial Pyramid Pooling
254 papers with code
Center Pooling
41 papers with code
See all 17 methods
Instance Segmentation Models
Mask R-CNN
381 papers with code
HTC
32 papers with code
Cascade Mask R-CNN
21 papers with code
PANet
16 papers with code
CPN
13 papers with code
See all 17 methods
3D Reconstruction
NeRF
824 papers with code
3d gaussian splatting
138 papers with code
ARCH
22 papers with code
NICE-SLAM
4 papers with code
CodeSLAM
2 papers with code
See all 13 methods
3D Representations
NeRF
824 papers with code
PointNet
181 papers with code
3DIS
4 papers with code
3D Dynamic Scene Graph
4 papers with code
GMI
4 papers with code
See all 13 methods
Image Representations
CLIP
1740 papers with code
Laplacian Pyramid
33 papers with code
Low-resolution input
27 papers with code
High-resolution input
25 papers with code
Bilateral Grid
7 papers with code
See all 13 methods
Semantic Segmentation Modules
ASPP
70 papers with code
Pyramid Pooling Module
64 papers with code
NEAT
15 papers with code
PointRend
9 papers with code
Global Convolutional Network
6 papers with code
See all 12 methods
RoI Feature Extractors
RoIPool
544 papers with code
RoIAlign
524 papers with code
Position-Sensitive RoI Pooling
32 papers with code
Voxel RoI Pooling
5 papers with code
Deformable RoI Pooling
4 papers with code
See all 12 methods
Feature Pyramid Blocks
FPN
524 papers with code
PAFPN
111 papers with code
Bottom-up Path Augmentation
111 papers with code
BiFPN
39 papers with code
NAS-FPN
11 papers with code
See all 11 methods
3D Object Detection Models
CenterPoint
28 papers with code
Voxel R-CNN
4 papers with code
DSGN
3 papers with code
3DSSD
1 papers with code
Point-GNN
1 papers with code
See all 10 methods
Multi-Modal Methods
GLIDE
19 papers with code
UNIMO
4 papers with code
EmbraceNet
4 papers with code
Vokenization
3 papers with code
CTAL
2 papers with code
See all 10 methods
Likelihood-Based Generative Models
VAE
1070 papers with code
VQ-VAE
150 papers with code
GLOW
49 papers with code
PixelCNN
41 papers with code
Beta-VAE
27 papers with code
See all 10 methods
Generative Video Models
TimeSformer
11 papers with code
TGAN
3 papers with code
CVRL
3 papers with code
Dreamix
2 papers with code
DVD-GAN
1 papers with code
See all 10 methods
Image Generation Models
Diffusion
6600 papers with code
GLIDE
19 papers with code
classifier-guidance
6 papers with code
Blended Diffusion
3 papers with code
DALL·E 2
2 papers with code
See all 10 methods
Backbone Architectures
ConvNeXt
96 papers with code
Deep Sets
29 papers with code
Spatial Broadcast Decoder
13 papers with code
TNT
9 papers with code
CBNet
3 papers with code
See all 9 methods
Point Cloud Models
YOHO
4 papers with code
Voxel R-CNN
4 papers with code
RPM-Net
2 papers with code
PREDATOR
2 papers with code
PointASNL
1 papers with code
See all 9 methods
Multi-Object Tracking Models
Wizard
55 papers with code
CenterTrack
11 papers with code
FairMOT
6 papers with code
SMOT
2 papers with code
LMOT
2 papers with code
See all 9 methods
Image Segmentation Models
SAM
418 papers with code
DEXTR
5 papers with code
HANet
5 papers with code
SegSort
2 papers with code
PALED
2 papers with code
See all 9 methods
Proposal Filtering
Non Maximum Suppression
344 papers with code
Soft-NMS
20 papers with code
Matrix NMS
5 papers with code
DIoU-NMS
2 papers with code
Adaptive NMS
2 papers with code
See all 8 methods
Face Recognition Models
MFR
16 papers with code
MagFace
7 papers with code
NFR
5 papers with code
CurricularFace
2 papers with code
PocketNet
1 papers with code
See all 8 methods
Pose Estimation Models
OpenPose
42 papers with code
Stacked Hourglass Network
28 papers with code
ZoomNet
3 papers with code
FCPose
1 papers with code
Pose Contrastive Learning
1 papers with code
See all 7 methods
Video Model Blocks
CRN
37 papers with code
IFBlock
5 papers with code
WRQE
1 papers with code
Sscs
1 papers with code
FuseFormer Block
1 papers with code
See all 7 methods
Region Proposal
RPN
939 papers with code
Selective Search
22 papers with code
CAG
8 papers with code
DeepMask
6 papers with code
EdgeBoxes
2 papers with code
See all 6 methods
3D Face Mesh Models
DECA
6 papers with code
Attention Mesh
5 papers with code
VQ-VAE-2
5 papers with code
See all 6 methods
Unpaired Image-to-Image Translation
CycleGAN
349 papers with code
ALDA
2 papers with code
pixel2style2pixel
2 papers with code
COCO-FUNIT
1 papers with code
See all 5 methods
Instance Segmentation Modules
Blender
71 papers with code
PointRend
9 papers with code
bilayer decoupling
2 papers with code
PolarMask
2 papers with code
Implicit PointRend
1 papers with code
See all 5 methods
Image Denoising Models
PCA
1124 papers with code
Noise2Fast
2 papers with code
DU-GAN
1 papers with code
Lower Bound on Transmission using Non-Linear Bounding Function in Single Image Dehazing
1 papers with code
JDeskew
1 papers with code
See all 5 methods
Face Restoration Models
ISPL
3 papers with code
GFP-GAN
3 papers with code
DFDNet
1 papers with code
PSFR-GAN
1 papers with code
WIPA
See all 5 methods
Generative Training
Denoising Score Matching
44 papers with code
Informative Sample Mining Network
1 papers with code
ILVR
1 papers with code
Safety-llamas
1 papers with code
See all 4 methods
Image Super-Resolution Models
PULSE
4 papers with code
ClassSR
1 papers with code
See all 4 methods
Scene Text Models
Semantic Reasoning Network
3 papers with code
ABCNet
3 papers with code
PGNet
2 papers with code
See all 4 methods
Image Restoration Models
NAFNet
10 papers with code
TLC
8 papers with code
MPRNet
2 papers with code
Conffusion
1 papers with code
See all 4 methods
6D Pose Estimation Models
FFB6D
1 papers with code
PixLoc
1 papers with code
ARShoe
1 papers with code
PO3D-VQA
1 papers with code
See all 4 methods
Action Recognition Models
Motion Disentanglement
9 papers with code
TDN
7 papers with code
Asynchronous Interaction Aggregation
2 papers with code
HalluciNet
1 papers with code
See all 4 methods
Multi-Scale Training
SNIP
17 papers with code
SNIPER
4 papers with code
See all 4 methods
Video-Text Retrieval Models
VLG-Net
2 papers with code
CoVR
2 papers with code
CAMoE
1 papers with code
ReGaDa
1 papers with code
See all 4 methods
Localization Models
Fragmentation
45 papers with code
ORB-SLAM2
27 papers with code
IoU-Net
3 papers with code
See all 3 methods
Adversarial Image Data Augmentation
DiffAugment
3 papers with code
Adversarial Color Enhancement
3 papers with code
MaxUp
2 papers with code
See all 3 methods
Medical Image Models
UNETR
20 papers with code
Co-Correcting
1 papers with code
BS-Net
1 papers with code
See all 3 methods
Image Quality Models
DKL
16 papers with code
MUSIQ
3 papers with code
See all 3 methods
Video Object Segmentation Models
VOS
96 papers with code
State-Aware Tracker
1 papers with code
MiVOS
1 papers with code
See all 3 methods
Video Recognition Models
3D ResNet-RS
3 papers with code
MoViNet
2 papers with code
AVSlowFast
1 papers with code
See all 3 methods
Image Retrieval Models
RFE
6 papers with code
DELG
2 papers with code
DOLG
1 papers with code
See all 3 methods
Anchor Supervision
FreeAnchor
3 papers with code
See all 3 methods
Conditional Image-to-Image Translation Models
Pix2Pix
109 papers with code
OASIS
30 papers with code
LipGAN
2 papers with code
See all 3 methods
Stereo Depth Estimation Models
Spatial Propagation
11 papers with code
Bi3D
2 papers with code
HITNet
1 papers with code
See all 3 methods
Layout Annotation Models
BoundaryNet
1 papers with code
See all 2 methods
Video Sampling
Temporal Jittering
4 papers with code
See all 2 methods
Meshing
NICE-SLAM
4 papers with code
NeuralRecon
2 papers with code
See all 2 methods
Downsampling
SMOTE
110 papers with code
Anti-Alias Downsampling
4 papers with code
See all 2 methods
Whitening
ZCA Whitening
7 papers with code
PCA Whitening
3 papers with code
See all 2 methods
Reversible Image Conversion Models
IICNet
2 papers with code
RevSilo
1 papers with code
See all 2 methods
Counting Methods
KNN and IOU based verification
1 papers with code
EBC
1 papers with code
See all 2 methods
Style Transfer Modules
Revision Network
4 papers with code
Drafting Network
2 papers with code
See all 2 methods
Explainable CNNs
XGrad-CAM
2 papers with code
PolyCAM
1 papers with code
See all 2 methods
Video Frame Interpolation
IFNet
5 papers with code
RIFE
2 papers with code
See all 2 methods
Portrait Matting Models
MODNet
4 papers with code
STATEGAME MAINTAIN PICTURE BALANCED PLAY STABLE
2 papers with code
See all 2 methods
Face Privacy
Fawkes
5 papers with code
PrivacyNet
1 papers with code
See all 2 methods
Face-to-Face Translation
LipGAN
2 papers with code
See all 2 methods
Point Cloud Augmentation
PointAugment
1 papers with code
PatchAugment
See all 2 methods
Pose Estimation Blocks
KPE
5 papers with code
ORN
1 papers with code
See all 2 methods
Feature Upsampling
CARAFE
3 papers with code
See all 2 methods
OCR Models
TrOCR
4 papers with code
PP-OCR
2 papers with code
See all 2 methods
Text Instance Representations
Fourier Contour Embedding
1 papers with code
See all 2 methods
Point Cloud Representations
PolarNet
6 papers with code
BTF
2 papers with code
See all 2 methods
Video Panoptic Segmentation Models
VPSNet
1 papers with code
ViP-DeepLab
1 papers with code
See all 2 methods
Monocular Depth Estimation Models
ViP-DeepLab
1 papers with code
See all 2 methods
Anchor Generation Modules
Guided Anchoring
3 papers with code
Probabilistic Anchor Assignment
1 papers with code
See all 2 methods
VQA Models
MODERN
1 papers with code
U-CAM
See all 2 methods
CAD Design Models
BRepNet
1 papers with code
See all 2 methods
Style Transfer Models
LapStyle
2 papers with code
See all 2 methods
Image dataset comparison metric
See all 1 methods
Image Scaling Strategies
FixRes
10 papers with code
See all 1 methods
Rendezvous
MHMA
1 papers with code
See all 1 methods
Image Semantic Segmentation Metric
IPBI
1 papers with code
See all 1 methods
Image Manipulation Models
DeepSIM
1 papers with code
See all 1 methods
Face Detection Models
TinaFace
2 papers with code
See all 1 methods
Super-Resolution Models
SRGAN
27 papers with code
See all 1 methods
Video Inpainting Models
FuseFormer
1 papers with code
See all 1 methods
Trajectory Data Augmentation
SimAug
3 papers with code
See all 1 methods
Thermal Image Processing Models
DeepIR
1 papers with code
See all 1 methods
Interactive Semantic Segmentation Models
EdgeFlow
1 papers with code
See all 1 methods
Trajectory Prediction Models
Social-STGCNN
3 papers with code
See all 1 methods
Cashier-Free Shopping
Grab
5 papers with code
See all 1 methods
Arbitrary Object Detectors
CSL
32 papers with code
See all 1 methods
Human Object Interaction Detectors
VSGNet
1 papers with code
See all 1 methods
Motion Prediction Models
MotionNet
2 papers with code
See all 1 methods
Image Colorization Models
Colorization Transformer
1 papers with code
See all 1 methods
Deraining Models
MSPFN
1 papers with code
See all 1 methods
Video Instance Segmentation Models
VisTR
3 papers with code
See all 1 methods
Detection Assignment Rules
POTO
1 papers with code
See all 1 methods
Image Inpainting Modules
Contextual Residual Aggregation
1 papers with code
See all 1 methods
Graphics Models
ManifoldPlus
1 papers with code
See all 1 methods
Font Generation Models
Attribute2Font
1 papers with code
See all 1 methods
Oriented Object Detection Models
DAFNe
2 papers with code
See all 1 methods
Video Interpolation Models
FLAVR
1 papers with code
See all 1 methods
Mask Branches
Spatial Attention-Guided Mask
7 papers with code
See all 1 methods
Degridding
Hierarchical Feature Fusion
48 papers with code
See all 1 methods
Generative Discrimination
Minibatch Discrimination
4 papers with code
See all 1 methods
RGB-D Saliency Detection Models
UCNet
1 papers with code
See all 1 methods
Math Formula Detection Models
ScanSSD
1 papers with code
See all 1 methods
Lane Detection Models
YOLOP
2 papers with code
See all 1 methods
Person Search Models
AlignPS
2 papers with code
See all 1 methods
Image Decomposition Models
BIDeN
1 papers with code
See all 1 methods
Video Data Augmentation
Temporally Consistent Spatial Augmentation
3 papers with code
See all 1 methods
Object Detection Modules
Grid Sensitive
92 papers with code
See all 1 methods
Few-Shot Image-to-Image Translation
COCO-FUNIT
1 papers with code
See all 1 methods
Video Super-Resolution Models
BasicVSR
4 papers with code
See all 1 methods
Output Heads
Dynamic Keypoint Head
1 papers with code
See all 1 methods
Webpage Object Detection Pipeline
CoVA
2 papers with code
See all 1 methods
Video Quality Models
MDTVSFA
3 papers with code
See all 1 methods
Medical Image Deblurring
See all 0 methods
