PRIS-CV: Computer Vision Group (@PRIS-CV)

Top repositories

1

DemoFusion

Let us democratise high-resolution generation! (CVPR 2024)
Jupyter Notebook
1,961
star
2

Mutual-Channel-Loss

Code release for The Devil is in the Channels: Mutual-Channel Loss for Fine-Grained Image Classification (TIP 2020)
Python
255
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3

PMG-Progressive-Multi-Granularity-Training

Code release for Fine-Grained Visual Classification via Progressive Multi-Granularity Training of Jigsaw Patches (ECCV2020)
Python
216
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4

Fine-Grained-or-Not

Code release for Your “Flamingo” is My “Bird”: Fine-Grained, or Not (CVPR 2021 Oral)
Python
57
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5

On-the-fly-Category-Discovery

Code release for Your “On-the-fly Category Discovery (CVPR 2023)”
Python
49
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6

BSNet

Code release for the paper BSNet: Bi-Similarity Network for Few-shot Fine-grained Image Classification. (TIP2020)
Python
49
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7

Bi-FRN

Code release for Bi-Directional Feature Reconstruction Network for Fine-grained Few-shot Image Classification
Python
48
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8

AP-CNN_Pytorch-master

Weakly Supervised Attention Pyramid Convolutional Neural Network for Fine-Grained Visual Classification (TIP2021)
Python
47
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9

OSLNet

Code release for OSLNet: Deep Small-Sample Classification with an Orthogonal Softmax Layer (TIP2020)
Python
44
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10

DCRNet

The repository contains the PyTorch implementation of "Duplex Contextual Relations for PolypSegmentation"
Python
34
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11

seal

Semantic Enhanced Attribute Learning
Jupyter Notebook
34
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12

WFEN

[ACMMM 2024] "Efficient Face Super-Resolution via Wavelet-based Feature Enhancement Network"
Python
32
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13

Fine-grained-Visual-Analysis-Library

FGVCLib is an open-source and well documented library for Fine-grained Visual Classification.
Python
31
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14

PCA-Net

Progressive Co-Attention Network for Fine-Grained Visual Classification
Python
31
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15

DSACA

Code release for Dilated-Scale-Aware Category-Attention ConvNet for Multi-Class Object Counting
Python
19
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16

Mutual-to-Separate

Code release for Mind the Gap: Enlarging the Domain Gap in Open Set Domain Adaptation (TCSVT 2023)
Python
18
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17

AdvancedDropout

Advanced Dropout: A Model-free Methodology for Bayesian Dropout Optimization (IEEE TPAMI 2021)
Python
15
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18

PMG-V2

Code release for "Progressive Learning of Category-Consistent Multi-Granularity Features for Fine-Grained Visual Classification"
Python
15
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19

An-Erudite-FGVC-Model

Code release for Your “An Erudite Fine-Grained Visual Classification Model (CVPR 2023)"
Python
14
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20

Making-a-Bird-AI-Expert-Work-for-You-and-Me

Code release for "Making a Bird AI Expert Work for You and Me (TPAMI 2023)".
Python
14
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21

NeRSP

Python
13
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22

Top-Down-Spatial-Attention-Loss

Fine-Grained Visual Classification via Simultaneously Learning of Multi-regional Multi-grained Features
Python
12
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23

CAM-Guided-Attention

Code release for Grad-CAM Guided Attention Module for Fine-grained Visual Classification (MLSP 2022)
Python
12
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24

MSSRM

An implementation of MSSRM method
Python
11
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25

RelMatch

Code release for "Clue Me In: Semi-Supervised FGVC with Out-of-Distribution Data".
Python
11
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26

IVR

Python
9
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27

FFDI

Python
9
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28

knowledge-transfer-based-FGVC

knowledge transfer based fine-grained visual classification
Python
9
star
29

Pascal-EA

Python
9
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30

Category-Specific-Prompt

Code release for "Category-Specific Prompts for Animal Action Recognition with Pretrained Vision-Language Models"
Python
9
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31

BiEN

Code release for Bi-Directional Ensemble Network for Few-Shot Fine-Grained Classification.
Python
8
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32

DropChannelBlock_Pytorch_master

Python
8
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33

Semantic-Memory-Guided-Image-Representation-for-Polyp-Segmentation

Semantic Memory Guided Image Representation for Polyp Segmentation (ICASSP-2023)
Python
8
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34

RTMem

Python
7
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35

Sketch-SF

Python
6
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36

CMF-Refseg

Code of our ICIP 2021 paper CMF: Cascaded Multi-model Fusion for Referring Image Segmentation
6
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37

TA2-Net

Python
5
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38

MAFR

Code release for "Multi-View Active Fine-Grained Visual Recognition" (ICCV 2023)
Python
5
star
39

SSKD

Code release for SSKD: Self-Supervised Knowledge Distillation for Cross Domain Adaptive Person Re-Identification
Python
4
star
40

ReMarNet

Code release for the paper ReMarNet: Conjoint Relation and Margin Learning for Small-Sample Image Classification (TCSVT 2020)
Python
4
star
41

HumanRecon

Python
4
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42

DL-CV-ITS

Code release for Deep Learning-based Computer Vision for Surveillance in ITS: Evaluation of State-of-the-art Methods (IEEE TVT 2021)
Python
4
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43

Sketch-CS

Python
4
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44

Pair-wise-Similarity-module

Python
3
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45

Attribute-Comprehension-of-VLMs

We provide a benchmark for evaluating the attribute understanding capabilities of large vision-language models.
Python
3
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46

CN-CNN

Cross-layer Navigation Convolutional Neural Network for Fine-grained Visual Classification
Python
3
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47

CGVC

Cross-Layer Feature based Multi-Granularity Visual Classification
Python
3
star
48

InterBoost

Code release for Deep InterBoost Networks for Small-sample Image Classification (NEUROCOMPUTING 2020)
Python
3
star
49

GPCA

GPCA: A Probabilistic Framework for Gaussian Process Embedded Channel Attention (IEEE TPAMI 2021)
3
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50

Mixture-of-Hand-Experts

Python
3
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51

AFGR

2
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52

DS-UI

DS-UI: Dual-Supervised Mixture of Gaussian Mixture Models for Uncertainty Inference in Image Recognition (IEEE TIP 2021)
Python
2
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53

Caption-Feature-Space-Regularization

This is the code for "Caption Feature Space Regularization for Audio Captioning"
Python
2
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54

EGNN_TLRM

Code release for the paper: "TLRM: Task-level Relation Module for GNN-based Few-Shot Learning" (IEEE VCIP 2021)
Python
2
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55

ENDE_For_SSS

Python
2
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56

class-level-sampling

Python
1
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57

Structured-DropConnect

Structured DropConnect for Uncertainty Inference in Image Classification
Python
1
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58

Adaptive-Multi-Resolution-Feature-Fusion

Python
1
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59

Fine-Grained-Age-Estimation-in-the-Wild-With-Attention-LSTM-Networks

Lua
1
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60

DFA

Dual-granularity Feature Alignment for Cross-modality Person Re-identification
Python
1
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61

Reserve_to_Adapt

Python
1
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62

CRL-code

Code release for the paper “Competing Ratio Loss for Discriminative Multi-class Image Classification” (IEEE Neurocomputing 2021).
Python
1
star