Methodology
Métriques de performance des modèles IA grand public sur diverses tâches, mettant en valeur la technologie de pointe
Benchmarks de performance des modèles IA
Métriques de performance des modèles IA grand public sur diverses tâches, mettant en valeur la technologie de pointe
Bilevel Optimization
50 articles | 3 benchmarks
Classification
49 articles | 71 benchmarks
Computational Efficiency
49 articles | 1 benchmarks
Inductive Learning
49 articles | 0 benchmarks
Domain Generalization
48 articles | 20 benchmarks
Entity Embeddings
48 articles | 0 benchmarks
Auxiliary Learning
47 articles | 0 benchmarks
Chatbot
47 articles | 1 benchmarks
Experimental Design
47 articles | 0 benchmarks
Model Selection
47 articles | 0 benchmarks
Network Embedding
47 articles | 0 benchmarks
Normalising Flows
47 articles | 0 benchmarks
Subgroup Discovery
46 articles | 0 benchmarks
Automated Feature Engineering
45 articles | 0 benchmarks
Point Processes
45 articles | 8 benchmarks
Sentence Embeddings
45 articles | 0 benchmarks
Dimensionality Reduction
44 articles | 2 benchmarks
Sentence Embedding
43 articles | 0 benchmarks
Bayesian Optimization
42 articles | 0 benchmarks
Feature Engineering
41 articles | 1 benchmarks
Hard Attention
41 articles | 0 benchmarks
Learning Word Embeddings
41 articles | 0 benchmarks
Multi-Label Learning
41 articles | 1 benchmarks
Personalized Federated Learning
41 articles | 7 benchmarks
Transfer Reinforcement Learning
41 articles | 0 benchmarks
Additive models
40 articles | 0 benchmarks
Graph Representation Learning
40 articles | 1 benchmarks
Continual Learning
39 articles | 32 benchmarks
Cyber Attack Detection
39 articles | 0 benchmarks
Density Ratio Estimation
39 articles | 0 benchmarks
Clustering
38 articles | 0 benchmarks
Domain Adaptation
37 articles | 58 benchmarks
Dynamic neural networks
37 articles | 0 benchmarks
Mutual Information Estimation
37 articles | 0 benchmarks
Neural Network Compression
37 articles | 1 benchmarks
Efficient Exploration
36 articles | 0 benchmarks
Two-sample testing
36 articles | 5 benchmarks
Learning Semantic Representations
36 articles | 0 benchmarks
Community Question Answering
35 articles | 2 benchmarks
Data Free Quantization
35 articles | 2 benchmarks
Electroencephalogram (EEG)
35 articles | 3 benchmarks
Few-Shot Learning
35 articles | 24 benchmarks
Matrix Completion
35 articles | 0 benchmarks
Structured Prediction
35 articles | 1 benchmarks
BIG-bench Machine Learning
34 articles | 2 benchmarks
Reinforcement Learning (RL)
34 articles | 2 benchmarks
Multi-Goal Reinforcement Learning
33 articles | 1 benchmarks
Multi-Objective Reinforcement Learning
33 articles | 0 benchmarks
Retrieval
33 articles | 8 benchmarks
Disentanglement
32 articles | 3 benchmarks
One-class classifier
32 articles | 0 benchmarks
Sparse Learning
32 articles | 3 benchmarks
Density Estimation
31 articles | 14 benchmarks
Outlier Detection
31 articles | 11 benchmarks
Zero-shot Generalization
31 articles | 1 benchmarks
General Classification
30 articles | 11 benchmarks
Distributional Reinforcement Learning
30 articles | 0 benchmarks
Incremental Learning
30 articles | 22 benchmarks
Information Plane
30 articles | 0 benchmarks
Model-based Reinforcement Learning
30 articles | 0 benchmarks
Partial Label Learning
30 articles | 11 benchmarks
Anomaly Detection
29 articles | 76 benchmarks
Feature Importance
29 articles | 6 benchmarks
Long-tail Learning
29 articles | 20 benchmarks
Unsupervised Anomaly Detection
29 articles | 17 benchmarks
Change detection for remote sensing images
28 articles | 2 benchmarks
Quantization
28 articles | 10 benchmarks
Topological Data Analysis
28 articles | 0 benchmarks
Active Learning
27 articles | 1 benchmarks
Document Embedding
27 articles | 0 benchmarks
Model Compression
27 articles | 2 benchmarks
Thompson Sampling
27 articles | 0 benchmarks
Unsupervised Domain Adaptation
27 articles | 41 benchmarks
Word Embeddings
27 articles | 0 benchmarks
Sequential Decision Making
25 articles | 0 benchmarks
3D Anomaly Detection
23 articles | 1 benchmarks
Data Visualization
23 articles | 0 benchmarks
Extreme Multi-Label Classification
23 articles | 0 benchmarks
Few-Shot Relation Classification
23 articles | 4 benchmarks
Imitation Learning
23 articles | 0 benchmarks
Zero-Shot Learning
23 articles | 33 benchmarks
Network Identification
22 articles | 0 benchmarks
Probabilistic Programming
22 articles | 0 benchmarks
rllib
22 articles | 0 benchmarks
Tensor Networks
22 articles | 0 benchmarks
Bayesian Optimisation
21 articles | 0 benchmarks
Constrained Clustering
20 articles | 0 benchmarks
Distributed Optimization
20 articles | 1 benchmarks
L2 Regularization
20 articles | 0 benchmarks
Multi-Task Learning
20 articles | 8 benchmarks
Multi-Label Text Classification
19 articles | 20 benchmarks
Network Pruning
19 articles | 5 benchmarks
Data Interaction
18 articles | 0 benchmarks
Abnormal Event Detection In Video
17 articles | 2 benchmarks
Ordinal Classification
17 articles | 1 benchmarks
Machine Unlearning
16 articles | 0 benchmarks
Policy Gradient Methods
16 articles | 0 benchmarks
Deep Reinforcement Learning
15 articles | 0 benchmarks
Hyperparameter Optimization
15 articles | 1 benchmarks
Metric Learning
15 articles | 8 benchmarks
Object Detection
15 articles | 122 benchmarks
parameter-efficient fine-tuning
15 articles | 3 benchmarks
Computed Tomography (CT)
14 articles | 0 benchmarks
Few-Shot Imitation Learning
14 articles | 0 benchmarks
Knowledge Graph Embeddings
14 articles | 0 benchmarks
Metaheuristic Optimization
14 articles | 0 benchmarks
Model extraction
14 articles | 1 benchmarks
Combinatorial Optimization
13 articles | 0 benchmarks
Gaussian Processes
13 articles | 1 benchmarks
Generalized Few-Shot Learning
13 articles | 3 benchmarks
Group Anomaly Detection
13 articles | 0 benchmarks
Hierarchical Reinforcement Learning
13 articles | 1 benchmarks
Multi-agent Reinforcement Learning
13 articles | 3 benchmarks
Online Domain Adaptation
13 articles | 0 benchmarks
Novel Class Discovery
12 articles | 3 benchmarks
Clustering Algorithms Evaluation
11 articles | 10 benchmarks
EEG Denoising
11 articles | 0 benchmarks
Q-Learning
11 articles | 0 benchmarks
Anomaly Detection In Surveillance Videos
10 articles | 6 benchmarks
AutoML
10 articles | 2 benchmarks
Continued fraction
10 articles | 0 benchmarks
Generalization Bounds
10 articles | 0 benchmarks
input filtering
10 articles | 0 benchmarks
Learning Network Representations
10 articles | 0 benchmarks
Multi-Label Classification
10 articles | 10 benchmarks
Unsupervised MNIST
10 articles | 1 benchmarks
AI Agent
9 articles | 0 benchmarks
Continual Pretraining
9 articles | 3 benchmarks
Contrastive Learning
9 articles | 4 benchmarks
Data Valuation
9 articles | 0 benchmarks
Electrocardiography (ECG)
9 articles | 0 benchmarks
Ensemble Learning
9 articles | 1 benchmarks
Stroke Classification
9 articles | 1 benchmarks
3D Anomaly Detection and Segmentation
8 articles | 2 benchmarks
Automatic Machine Learning Model Selection
8 articles | 0 benchmarks
Generalized Zero-Shot Learning
8 articles | 12 benchmarks
RGB+3D Anomaly Detection and Segmentation
8 articles | 1 benchmarks
Subdomain adaptation
8 articles | 0 benchmarks
Variable Selection
8 articles | 0 benchmarks
Deep imbalanced regression
7 articles | 0 benchmarks
Explanation Fidelity Evaluation
7 articles | 6 benchmarks
Few-Shot Class-Incremental Learning
7 articles | 3 benchmarks
Low-Rank Matrix Completion
7 articles | 0 benchmarks
Multilingual Word Embeddings
7 articles | 0 benchmarks
Multimodal Text and Image Classification
7 articles | 3 benchmarks
outlier ensembles
7 articles | 0 benchmarks
Privacy Preserving Deep Learning
7 articles | 0 benchmarks
Logical Fallacy Detection
6 articles | 0 benchmarks
Long-tail learning with class descriptors
6 articles | 4 benchmarks
Multi-task Language Understanding
6 articles | 5 benchmarks
Stochastic Optimization
6 articles | 12 benchmarks
Depth Anomaly Detection and Segmentation
5 articles | 1 benchmarks
Dictionary Learning
5 articles | 0 benchmarks
Federated Unsupervised Learning
5 articles | 0 benchmarks
Influence Approximation
5 articles | 0 benchmarks
Multiple Instance Learning
5 articles | 5 benchmarks
Representation Learning
5 articles | 5 benchmarks
Activation Function Synthesis
4 articles | 0 benchmarks
Neural Architecture Search
4 articles | 26 benchmarks
Categorical data clustering
4 articles | 0 benchmarks
Face Quality Assessement
4 articles | 3 benchmarks
Interpretable Machine Learning
4 articles | 1 benchmarks
Kolmogorov-Arnold Networks
4 articles | 0 benchmarks
Meta-Learning
4 articles | 4 benchmarks
Partial Domain Adaptation
4 articles | 5 benchmarks
statistical independence testing
4 articles | 0 benchmarks
Bayesian Inference
3 articles | 1 benchmarks
Data Mining
3 articles | 0 benchmarks
Few-Shot Camera-Adaptive Color Constancy
3 articles | 0 benchmarks
Multiobjective Optimization
3 articles | 0 benchmarks
Quantum Circuit Mapping
3 articles | 0 benchmarks
Sentence Embeddings For Biomedical Texts
3 articles | 2 benchmarks
Unsupervised Domain Expansion
3 articles | 2 benchmarks
Unsupervised Pre-training
3 articles | 2 benchmarks
Arbitrary Conditional Density Estimation
2 articles | 0 benchmarks
Continuously Indexed Domain Adaptation
2 articles | 3 benchmarks
Detection of Dependencies
2 articles | 0 benchmarks
Generative Semantic Nursing
2 articles | 0 benchmarks
Learning Representation Of Multi-View Data
2 articles | 0 benchmarks
quantile regression
2 articles | 0 benchmarks
Quantum Circuit Equivalence Checking
2 articles | 0 benchmarks
Result aggregation
2 articles | 0 benchmarks
RGB+Depth Anomaly Detection and Segmentation
2 articles | 0 benchmarks
Similarity Explanation
2 articles | 0 benchmarks
Ticket Search
2 articles | 0 benchmarks
3D Anomaly Segmentation
1 articles | 0 benchmarks
3D + RGB Anomaly Detection
1 articles | 0 benchmarks
3D + RGB Anomaly Segmentation
1 articles | 0 benchmarks
Agent-based model inverse problem
1 articles | 0 benchmarks
Artificial Global Workspace
1 articles | 0 benchmarks
Core set discovery
1 articles | 14 benchmarks
Crashworthiness optimisation
1 articles | 0 benchmarks
Data Augmentation
1 articles | 3 benchmarks
Depth Anomaly Segmentation
1 articles | 0 benchmarks
Depth + RGB Anomaly Detection
1 articles | 0 benchmarks
Depth + RGB Anomaly Segmentation
1 articles | 0 benchmarks
DepthAnomaly Detection
1 articles | 0 benchmarks
Detection of Higher Order Dependencies
1 articles | 0 benchmarks
Federated Learning
1 articles | 12 benchmarks
Incremental Constrained Clustering
1 articles | 2 benchmarks
Inductive logic programming
1 articles | 1 benchmarks
Learning Representation On Graph
1 articles | 0 benchmarks
Medical Report Generation
1 articles | 3 benchmarks
mixture property prediction
1 articles | 0 benchmarks
NONPARAMETRIC DEEP CLUSTERING
1 articles | 0 benchmarks
One-Shot Learning
1 articles | 1 benchmarks
Online nonnegative CP decomposition
1 articles | 0 benchmarks
tercile classification
1 articles | 0 benchmarks
Unsupervised Anomaly Detection In Sound
1 articles | 0 benchmarks
Web Credibility
1 articles | 0 benchmarks