Home/All Tasks

All Tasks

4,818 tasks

Task	Area	Papers
Answer Selection Answer Selection is the task of identifying the correct answ…	Language & Reasoning	171
molecular representation	Graphs & Structured Data	168
Referring Expression Comprehension	Multimodal & Vision-Language	167
Abusive Language	Language & Reasoning	166
Code Summarization	Language & Reasoning	163
Pose Prediction Pose prediction is to predict future poses given a window of…	Computer Vision	163
Stereo Matching Hand	Computer Vision	163
Zero-Shot Cross-Lingual Transfer	Language & Reasoning	163
Human motion prediction Action prediction is a pre-fact video understanding task, wh…	Computer Vision	162
Image to 3D	Computer Vision	162
Generalized Zero-Shot Learning In generalized zero shot learning (GZSL), the set of classes…	Time Series & Forecasting	161
Misconceptions Measures whether a model can discern popular misconceptions …	Language & Reasoning	161
domain classification	Language & Reasoning	160
Low-Rank Matrix Completion Low-Rank Matrix Completion is an important problem with seve…	Foundations & Efficiency	158
Novel Concepts Measures the ability of models to uncover an underlying conc…	Language & Reasoning	158
Depression Detection	Computer Vision	157
Vision-Language-Action	Multimodal & Vision-Language	157
Knowledge Base Completion Knowledge base completion is the task which automatically in…	Language & Reasoning	156
Multiobjective Optimization Multi-objective optimization (also known as multi-objective …	Computer Vision	155
Supervised Anomaly Detection In the training set, the amount of abnormal samples is limit…	Time Series & Forecasting	155
Conversational Search	Language & Reasoning	154
Image Description	Computer Vision	154
Skin Lesion Segmentation	Medical & Scientific	154
Inductive Learning	Time Series & Forecasting	153
Riemannian optimization Optimization methods on Riemannian manifolds.	Foundations & Efficiency	153
Temporal Localization	Time Series & Forecasting	153
ERP Classification of examples recorded under the Event-Related …	Time Series & Forecasting	152
Entity Embeddings Entity Embeddings is a technique for applying deep learning …	Graphs & Structured Data	151
Future prediction	Time Series & Forecasting	151
Land Cover Classification	Computer Vision	151
Demosaicking Most modern digital cameras acquire color images by measurin…	Computer Vision	150
Gender Classification	Language & Reasoning	150
Deep Hashing	Foundations & Efficiency	149
Layout Generation	Generative Models	148
Photoplethysmography (PPG) Photoplethysmography (PPG) is a non-invasive light-based met…	Graphs & Structured Data	148
Sound Classification	Audio & Speech	148
Lexical Simplification The goal of Lexical Simplification is to replace complex wor…	Language & Reasoning	147
Video Object Detection Video object detection is the task of detecting objects from…	Computer Vision	147
Weakly supervised segmentation	Computer Vision	147
Brain Segmentation ( Image credit: [3D fully convolutional networks for subcort…	Medical & Scientific	146
Real-Time Semantic Segmentation Semantic Segmentation is a computer vision task that involve…	Computer Vision	145
Text Normalization	Language & Reasoning	145
Face Identification Face identification is the task of matching a given face ima…	Computer Vision	144
Semi-supervised Medical Image Segmentation	Medical & Scientific	144
Multi-Objective Reinforcement Learning	Reinforcement Learning & Robotics	143
Weakly Supervised Object Detection Weakly Supervised Object Detection (WSOD) is the task of tra…	Computer Vision	142
Emotion Recognition in Conversation Given the transcript of a conversation along with speaker in…	Computer Vision	141
Conversational Recommendation	Recommendation & Retrieval	140
geo-localization	Computer Vision	140
Multi-Agent Path Finding	Reinforcement Learning & Robotics	140