| Medical Image Denoising Image credit: [Learning Medical Image Denoising with Deep Dy… | Generative Models | 21 | 6 |
| Inductive knowledge graph completion | Graphs & Structured Data | 20 | 6 |
| Breast Cancer Histology Image Classification | Medical & Scientific | 17 | 6 |
| Unsupervised Instance Segmentation | Computer Vision | 17 | 6 |
| Defocus Blur Detection | Computer Vision | 15 | 6 |
| 3D Absolute Human Pose Estimation This task aims to solve absolute (camera-centric not root-re… | Computer Vision | 13 | 6 |
| answerability prediction | Foundations & Efficiency | 9 | 6 |
| Thai Word Segmentation Thai word segmentation | Computer Vision | 8 | 6 |
| 3D Object Captioning 3D object captioning involves generating a natural language … | Multimodal & Vision-Language | 7 | 6 |
| Personalized Segmentation Given a one-shot image with a reference mask, the models are… | Computer Vision | 7 | 6 |
| Historical Color Image Dating | Computer Vision | 6 | 6 |
| Lifelike 3D Human Generation Generating realistic and lifelike 3D Humans from a Single RG… | Generative Models | 6 | 6 |
| Long Video Retrieval (Background Removed) Retrieve the long videos given all subtitles. | Multimodal & Vision-Language | 6 | 6 |
| Personality Trait Recognition by Face | Computer Vision | 6 | 6 |
| Reading Order Detection Reading order detection aims to capture the word sequence wh… | Computer Vision | 6 | 6 |
| Transferability | Foundations & Efficiency | 6 | 6 |
| VCGBench-Diverse Recognizing the limited diversity in existing video conversa… | Multimodal & Vision-Language | 5 | 6 |
| 2D Semantic Segmentation task 3 (25 classes) | Computer Vision | 3 | 6 |
| Control with Prametrised Actions Most reinforcement learning research papers focus on environ… | Computer Vision | 2 | 6 |
| Crowdsourced Text Aggregation One of the most important parts of processing responses from… | Language & Reasoning | 1 | 6 |
| JPEG Decompression Image credit: [Palette: Image-to-Image Diffusion Models](htt… | Generative Models | 1 | 6 |
| Kinematic Based Workflow Recognition | Computer Vision | 1 | 6 |
| Question-Answer categorization | Language & Reasoning | 1 | 6 |
| Video & Kinematic Base Workflow Recognition | Computer Vision | 1 | 6 |
| Translation | Language & Reasoning | 12,395 | 5 |
| Scene Understanding Scene understanding involves interpreting the visual informa… | Computer Vision | 1,723 | 5 |
| Electroencephalogram (EEG) Electroencephalogram (EEG) is a method of recording brain ac… | Medical & Scientific | 1,655 | 5 |
| Multi-class Classification Multi-class classification is a type of supervised learning … | Foundations & Efficiency | 903 | 5 |
| Text Detection Detecting the text in the image and localise it using a boun… | Language & Reasoning | 595 | 5 |
| Zero-shot Generalization | Medical & Scientific | 572 | 5 |
| Program Synthesis Program synthesis is the process of automatically generating… | Language & Reasoning | 423 | 5 |
| Colorization Colorization is the process of adding plausible color inform… | Generative Models | 367 | 5 |
| Two-sample testing In statistical hypothesis testing, a two-sample test is a te… | Foundations & Efficiency | 338 | 5 |
| Deep Clustering | Foundations & Efficiency | 307 | 5 |
| Story Generation Story generation is the task of automatically generating a c… | Language & Reasoning | 235 | 5 |
| Paraphrase Generation Paraphrase Generation involves transforming a natural langua… | Language & Reasoning | 209 | 5 |
| Visual Speech Recognition | Multimodal & Vision-Language | 182 | 5 |
| Line Detection | Computer Vision | 128 | 5 |
| Noise Estimation | Foundations & Efficiency | 114 | 5 |
| Word Sense Induction Word sense induction (WSI) is widely known as the “unsupervi… | Language & Reasoning | 107 | 5 |
| Rumour Detection Rumor detection is the task of identifying rumors, i.e. stat… | Language & Reasoning | 98 | 5 |
| Object Rearrangement | Computer Vision | 63 | 5 |
| Multi-View 3D Reconstruction | Computer Vision | 60 | 5 |
| Playing the Game of 2048 | Reinforcement Learning & Robotics | 57 | 5 |
| Environmental Sound Classification Classification of Environmental Sounds. Most often sounds fo… | Audio & Speech | 46 | 5 |
| BEV Segmentation | Reinforcement Learning & Robotics | 44 | 5 |
| Holdout Set | Foundations & Efficiency | 35 | 5 |
| Passage Re-Ranking Passage re-ranking is the task of scoring and re-ranking a c… | Recommendation & Retrieval | 32 | 5 |
| Automatic Sleep Stage Classification | Medical & Scientific | 25 | 5 |
| Local Distortion | Computer Vision | 25 | 5 |
