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All Tasks

4,818 tasks

TaskAreaPapersResults
channel selectionFoundations & Efficiency1190
Data Valuation

Data valuation in machine learning tries to determine the wo…

Foundations & Efficiency1190
Few-Shot Class-Incremental LearningTime Series & Forecasting1180
Music RecommendationAudio & Speech1180
AvgFoundations & Efficiency1170
Electrocardiography (ECG)Medical & Scientific1170
Transparent objectsComputer Vision1170
Video-Based Person Re-Identification

Video-based person re-identification (reID) aims to retrieve…

Computer Vision1170
Anomaly SegmentationComputer Vision1160
Sleep Staging

Human Sleep Staging into W-R-N or W-R-L-D classes from multi…

Medical & Scientific1160
Adversarial Text

Adversarial Text refers to a specialised text sequence that …

Foundations & Efficiency1140
dialog state trackingComputer Vision1130
Hyperspectral Unmixing

Hyperspectral Unmixing is a procedure that decomposes the me…

Computer Vision1130
Movie Recommendation

Evaluates the ability of language models to propose relevant…

Recommendation & Retrieval1130
Voice Cloning

Voice cloning is a highly desired feature for personalized s…

Audio & Speech1120
Action GenerationComputer Vision1110
RTELanguage & Reasoning1110
TAR

Technology Assisted Review

Language & Reasoning1110
Video-Text Retrieval

Video-Text retrieval requires understanding of both video an…

Multimodal & Vision-Language1110
Artificial LifeMedical & Scientific1100
Self-Supervised Image Classification

This is the task of image classification using representatio…

Computer Vision1100
Semantic Composition

Understanding the meaning of text by composing the meanings …

Language & Reasoning1100
Traffic Classification

Traffic Classification is a task of categorizing traffic flo…

Computer Vision1100
Bilingual Lexicon Induction

Translate words from one language to another.

Language & Reasoning1090
Deep AttentionLanguage & Reasoning1090
Small Language ModelLanguage & Reasoning1090
Action Unit Detection

Action unit detection is the task of detecting action units …

Computer Vision1080
Cross-Lingual Word EmbeddingsLanguage & Reasoning1080
Image ForensicsComputer Vision1080
Model PoisoningFoundations & Efficiency1080
Gesture Generation

Generation of gestures, as a sequence of 3d poses

Computer Vision1070
Handwritten Digit RecognitionComputer Vision1070
Object Detection In Aerial Images

Object Detection in Aerial Images is the task of detecting o…

Computer Vision1070
SandMedical & Scientific1070
Unsupervised Person Re-IdentificationComputer Vision1070
3D Human ReconstructionComputer Vision1060
Mathematical Problem-SolvingLanguage & Reasoning1060
multimodal interactionComputer Vision1060
Single Particle Analysis

Single Particle Analysis

Language & Reasoning1060
3D Shape Generation

Image: [Mo et al](https://arxiv.org/pdf/1908.00575v1.pdf)

Computer Vision1050
Discrete Choice ModelsFoundations & Efficiency1040
Phoneme RecognitionAudio & Speech1040
Video Description

The goal of automatic Video Description is to tell a story a…

Computer Vision1040
Hybrid Machine LearningTime Series & Forecasting1030
Extractive Question-AnsweringLanguage & Reasoning1020
Stock PredictionTime Series & Forecasting1020
Unsupervised Machine Translation

Unsupervised machine translation is the task of doing machin…

Language & Reasoning1020
Anomaly LocalizationComputer Vision1010
Graph Sampling

Training GNNs or generating graph embeddings requires graph …

Graphs & Structured Data1010
Monocular 3D Human Pose Estimation

This task targets at 3D human pose estimation with a single …

Computer Vision1010