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An app released to find any researcher/pracitioner. Updated 18 October 2023

We automated the aggregation of researchers and practitioners who publish papers and code.

This enabled us to feature the work of 391,404 Paper authors and 124,108 Code contributors to date. When we started off with manual curation we could only feature 164 authors in 6 months

Here are some quick links to the true catalysts fueling AI progress

Substack Post about this release

true_catalysts

______________________________________ Prior manual curation updates ________________________________

SOTA researchers who published code (from Aug 2022)

These researchers produced state-of-the-art work breaking existing records on benchmarks. They also

  • authored their paper
  • released their code
  • released models in most cases
  • released notebooks/demo apps in few cases

Images below are Github profile photos of featured SOTA researchers - 164 to date

Consider supporting open research by clicking on the researchers below to star/sponsor them

16 Jan – 28 Feb 2023

Monocular Depth Estimation
Monocular Depth Estimation
Monocular Depth Estimation
Monocular Depth Estimation
Domain Adaptation
Domain Adaptation
Relation Extraction
Image Dehazing
Anomaly Detection
Anomaly Detection
Video Anomaly Detection
Science Question Answering
Correlated Time Series Forecasting
Sentiment Analysis
Human-Object Interaction Detection
Instance Segmentation
Instance Segmentation
3D Object Detection
Open Vocabulary Object Detection
Text Classification
Image Classification
Fine-Grained Image Classification
Photo geolocation estimation
Overlapped 5-3
Novel View Synthesis
Few-Shot Class-Incremental Learning
Motion Synthesis
3D Point Cloud Classification
Classification
Text2text Generation

1 – 15 Jan 2023

Depth Estimation
Novel View Synthesis
Video Prediction
Visual Question Answering
Instance Segmentation
Semantic Textual Similarity

19 – 31 Dec 2022

Few-Shot Learning
Complex Query Answering
Semantic Segmentation
Object Detection

12 – 18 Dec 2022

Image Generation
3D Point Cloud Classification
Classifier Calibration
Seeing Beyond the Visible
3D Point cloud generation from complex prompts

5 – 11 Dec 2022

Image Generation
Unsupervised Domain Adaptation
SMAC (Sequential Model-based Algorithm Configuration)
Image Dense Captioning
Motion Synthesis

28 Nov – 4 Dec 2022

Image Super-Resolution
Anomaly detection
Semantic Segmentation
Anomaly detection
3D Point Cloud Registration

21 – 27 Nov 2022

Object Detection
Image Generation
Image Harmonization
Cross-modal retrieval
Salient Object detection (update)
Few shot semantic segmentation
Video Generation
Unsupervised Video Object Segmentation

14 – 20 Nov 2022

Image Inpainting
Image segmentation
Question Answering
Multi-Object Tracking
Action recognition
Action classification
Optical flow estimation

7 – 13 Nov 2022

Image Generation
Video Quality Assessment
Video Prediction
Instance segmentation

31 Oct – 6 Nov 2022

Weakly Supervised Object Detection
Science Question Answering
Face Swapping
Graph Regression
Text summarization
Q&A and Riddle sense
Semantic correspondence
Occluded Object detection
Continual pretraining
self-supervised image classification

24 Oct – 30 Oct 2022

Anomaly detection
Person search
Link Prediction

17 Oct – 23 Oct 2022

Link Prediction
Action recognition
Open Vocabulary Object Detection
Interactive segmentation
learning with noisy labels

10 Oct – 16 Oct 2022

Open Vocabulary Object Detection
Image Generation
Prompt engineering
Semantic Textual Similarity
Video Quality Assessment

3 Oct – 9 Oct 2022

Link Prediction
Generalized few-shot image Classification
Few-Shot Image Classification
Video Object Tracking
Instance Segmentation
Temporal Action Proposal Generation

26 Sept – 2 Oct 2022

Salient Object Detection
Dialog Relation Extraction
Optical flow estimation
Depth Estimation
Zero-Shot Learning
3D Object Detection

19 Sept – 25 Sept 2022

Domain Generalization
Video retrieval
Scene graph generation
next action prediction
Remote sensing
Semantic Segmentation
Long-range modeling
Graph matching
Fine-grained image classification

12 Sept– 18 Sept 2022

learning with noisy labels
Semi-supervised image classification
Domain Adaptation
Few shot image classification
few shot image classification
few-shot image classification

5 Sept– 11 Sept 2022

Conditional image generation
Synthetic-to-Real Translation
Few shot image classification
Unsupervised Object Segmentation
Lipreading
Video object segmentation

29 Aug–4 Sept 2022

temporal action localization
Information retrieval
Link prediction

22 Aug – 28 Aug 2022

Image captioning
Image captioning
Visual Q&A
Video Object detection
Motion Blur removal
Skeleton based action recognition
Semantic segmentation
Entity typing
Facial expression recognition

15 – 21 August 2022

Long tail learning
Skeleton based action recognition
Weakly supervised semantic segmentation
Medical Image Segmentation
Unsupervised anomaly detection
Supervised anomaly detection
Hand Pose estimation

8 – 14 August 2022

Video restoration
Image Deblurring
Image Deblurring
Action recognition in videos
Boundary grounding and captioning in videos
Optical flow estimation
Video and image semantic segmentation
Language as queries for referring to video object segmentation
Image semantic segmentation
Saliency Prediction
3D face reconstruction
SVideo and Image super resolution
Heart beat detection and rate estimation
Sound event localization and detection

5 – 7 August 2022

3-D Pose Human pose and shape estimation
6 Degrees of freedom (6-DOF) pose estimation in RGB-D images
Zero-shot action recognition in videos
Image Retrieval from Contextual Descriptions
Age estimation from image


Apologies in advance in case we missed a SOTA paper published with code for the date ranges above. If so, please email us at twc@taskswithcode.com

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