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All Tasks

4,818 tasks

TaskAreaPapersResults
Classifier calibration

Confidence calibration – the problem of predicting probabili…

Computer Vision290
Domain Adaptive Person Re-IdentificationComputer Vision290
Extractive Document SummarizationLanguage & Reasoning290
Facial Editing

Image source: [Stitch it in Time: GAN-Based Facial Editing o…

Computer Vision290
FoveationComputer Vision290
ImplicaturesLanguage & Reasoning290
Instance Search

Visual Instance Search is the task of retrieving from a data…

Language & Reasoning290
Log Parsing

Log Parsing is the task of transforming unstructured log dat…

Language & Reasoning290
Medical Named Entity RecognitionMedical & Scientific290
News Generation

Generation of larger segments of text with consistent topic …

Generative Models290
Node Classification on Non-Homophilic (Heterophilic) Graphs

There exists a non-trivial set of graphs where graph-aware m…

Graphs & Structured Data290
Outdoor LocalizationComputer Vision290
Partially Labeled DatasetsFoundations & Efficiency290
Polynomial Neural Networks

Polynomial Neural Networks are in the classes of Neural Netw…

Foundations & Efficiency290
Prototype SelectionFoundations & Efficiency290
Radar Object Detection

The radar object detection (ROD) task aims to classify and l…

Computer Vision290
Real-time Instance Segmentation

Similar to its parent task, instance segmentation, but with …

Computer Vision290
Self-Supervised Anomaly Detection

Self-Supervision towards anomaly detection

Time Series & Forecasting290
Synthetic Speech Detection

Detect fake synthetic speech generated using machine learnin…

Audio & Speech290
Vessel DetectionComputer Vision290
Video Emotion RecognitionComputer Vision290
Video Saliency PredictionComputer Vision290
Weakly-supervised 3D Human Pose Estimation

This task targets at 3D Human Pose Estimation with fewer 3D …

Computer Vision290
Zero-shot Image RetrievalComputer Vision290
Acrobot

The acrobot system includes two joints and two links, where …

Reinforcement Learning & Robotics280
Atomic Forces

Predicion of the atomic forces, generally calculated with a …

Medical & Scientific280
automatic short answer gradingLanguage & Reasoning280
Cloth-Changing Person Re-IdentificationComputer Vision280
Coherence Evaluation

Evaluating the overall coherence of text as measured by its …

Language & Reasoning280
Depth Map Super-Resolution

Depth map super-resolution is the task of upsampling depth i…

Computer Vision280
Dichotomous Image Segmentation

Currently, existing image segmentation tasks mainly focus on…

Computer Vision280
Heartbeat ClassificationMedical & Scientific280
LV SegmentationComputer Vision280
NetHack

Mean in-game score over 1000 episodes with random seeds not …

Reinforcement Learning & Robotics280
Side Channel AnalysisMedical & Scientific280
Snow RemovalComputer Vision280
Split-MNISTComputer Vision280
Supervised Video Summarization

Supervised video summarization rely on datasets with human-l…

Computer Vision280
Synthetic Image Detection

Identify if the image is real or generated/manipulated by an…

Computer Vision280
Toxic Comment ClassificationLanguage & Reasoning280
Unsupervised Few-Shot Image Classification

In contrast to (supervised) few-shot image classification, o…

Computer Vision280
3D Place Recognition

Pointcloud-based place recognition and retrieval

Computer Vision270
Aggression Identification

Develop a classifier that could make a 3-way classification …

Language & Reasoning270
Classification Of Hyperspectral ImagesComputer Vision270
Definition ExtractionLanguage & Reasoning270
Depth And Camera MotionComputer Vision270
Diachronic Word EmbeddingsLanguage & Reasoning270
DNN Testing

Testing the reliability of DNNs.

Language & Reasoning270
Dota 2

Dota 2 is a multiplayer online battle arena (MOBA). The task…

Reinforcement Learning & Robotics270
Drug–drug Interaction Extraction

Automatic extraction of Drug-drug interaction (DDI) informat…

Medical & Scientific270