| Portfolio Optimization Portfolio management is the task of obtaining higher excess … | Foundations & Efficiency | 428 | 1 |
| Semantic Communication | Foundations & Efficiency | 409 | 1 |
| Visual Odometry Visual Odometry is an important area of information fusion i… | Reinforcement Learning & Robotics | 408 | 1 |
| Astronomy Astronomy is the study of everything in the universe beyond … | Medical & Scientific | 395 | 1 |
| Video Segmentation | Computer Vision | 388 | 1 |
| Music Generation Musique guitar | Audio & Speech | 386 | 1 |
| Hierarchical Reinforcement Learning | Reinforcement Learning & Robotics | 384 | 1 |
| Referring Expression Referring expressions places a bounding box around the insta… | Multimodal & Vision-Language | 364 | 1 |
| MMLU | Language & Reasoning | 340 | 1 |
| Image Augmentation Image Augmentation is a data augmentation method that genera… | Generative Models | 308 | 1 |
| One-Shot Learning One-shot learning is the task of learning information about … | Foundations & Efficiency | 305 | 1 |
| Multi-Label Learning Multi-label learning (MLL) is a generalization of the binary… | Foundations & Efficiency | 299 | 1 |
| Argument Mining Argument Mining is a field of corpus-based discourse analysi… | Language & Reasoning | 284 | 1 |
| Red Teaming | Language & Reasoning | 251 | 1 |
| Multimodal Deep Learning Multimodal deep learning is a type of deep learning that com… | Multimodal & Vision-Language | 213 | 1 |
| graph partitioning Graph Partitioning is generally the first step of distribute… | Graphs & Structured Data | 208 | 1 |
| Content-Based Image Retrieval Content-Based Image Retrieval is a well studied problem in c… | Multimodal & Vision-Language | 195 | 1 |
| Model extraction Model extraction attacks, aka model stealing attacks, are us… | Computer Vision | 176 | 1 |
| 16k | Foundations & Efficiency | 146 | 1 |
| Event-based vision An event camera, also known as a neuromorphic camera, silico… | Computer Vision | 145 | 1 |
| Knowledge Base Population Knowledge base population is the task of filling the incompl… | Language & Reasoning | 140 | 1 |
| Product Recommendation | Recommendation & Retrieval | 132 | 1 |
| Spam detection | Language & Reasoning | 117 | 1 |
| Graph Similarity | Graphs & Structured Data | 113 | 1 |
| Activity Prediction Predict human activities in videos | Foundations & Efficiency | 106 | 1 |
| Image Stitching Image Stitching is a process of composing multiple images wi… | Generative Models | 105 | 1 |
| Sound Source Localization | Audio & Speech | 104 | 1 |
| Color Constancy Color Constancy is the ability of the human vision system to… | Generative Models | 102 | 1 |
| Direction of Arrival Estimation Estimating the direction-of-arrival (DOA) of a sound source … | Audio & Speech | 94 | 1 |
| Action Understanding | Computer Vision | 88 | 1 |
| Image Cropping Image Cropping is a common photo manipulation process, which… | Generative Models | 83 | 1 |
| Value prediction | Foundations & Efficiency | 83 | 1 |
| Eeg Decoding EEG Decoding - extracting useful information directly from E… | Medical & Scientific | 74 | 1 |
| Ordinal Classification | Foundations & Efficiency | 72 | 1 |
| severity prediction | Foundations & Efficiency | 67 | 1 |
| Computer Security | Foundations & Efficiency | 66 | 1 |
| Active Speaker Detection | Audio & Speech | 63 | 1 |
| Game of Go Go is an abstract strategy board game for two players, in wh… | Reinforcement Learning & Robotics | 62 | 1 |
| Sleep Quality ( Image credit: [DeepSleep](https://github.com/GuanLab/DeepS… | Medical & Scientific | 61 | 1 |
| Goal-Oriented Dialog Achieving a pre-defined goal through a dialog. | Language & Reasoning | 54 | 1 |
| Diabetic Retinopathy Detection | Medical & Scientific | 53 | 1 |
| Parameter Prediction | Foundations & Efficiency | 51 | 1 |
| Symmetry Detection | Computer Vision | 49 | 1 |
| 3D scene Editing | Generative Models | 46 | 1 |
| Geometric Matching | Computer Vision | 45 | 1 |
| Trajectory Modeling The equivalent of language modeling but for trajectories. | Reinforcement Learning & Robotics | 45 | 1 |
| Triple Classification Triple classification aims to judge whether a given triple (… | Language & Reasoning | 45 | 1 |
| Arabic Sentiment Analysis Arabic sentiment analysis is the process of computationally … | Language & Reasoning | 42 | 1 |
| Document AI | Language & Reasoning | 40 | 1 |
| GRAPH DOMAIN ADAPTATION | Graphs & Structured Data | 40 | 1 |
