Papers in this area
Showing 1–10 of 10 papers
| Task | Papers | Results |
|---|---|---|
| Partial Label Learning | 85 | 12 |
| Representation Learning Representation Learning is a process in machine learning whe… | 10,580 | 11 |
| AutoML Automated Machine Learning (AutoML) is a general concept whi… | 641 | 11 |
| Sparse Learning | 185 | 11 |
| Type prediction | 96 | 11 |
| ValNov Given a textual premise and conclusion candidate, the Argume… | 2 | 11 |
| Transfer Learning Transfer Learning is a machine learning technique where a mo… | 10,307 | 10 |
| Fairness | 5,676 | 10 |
| parameter-efficient fine-tuning Parameter-Efficient Fine-Tuning (PEFT) is a technique used t… | 935 | 10 |
| Event data classification | 12 | 10 |
| Adversarial Attack An Adversarial Attack is a technique to find a perturbation … | 1,808 | 9 |
| Prediction Of Occupancy Grid Maps | 7 | 9 |
| Unsupervised Pre-training Pre-training a neural network using unsupervised (self-super… | 265 | 8 |
| Data-free Knowledge Distillation | 75 | 8 |
| Length-of-Stay prediction | 28 | 8 |
| Concept-based Classification Image classification using human-interpretable concepts | 1 | 8 |
| lidar absolute pose regression | 1 | 8 |
| Active Learning Active Learning is a paradigm in supervised machine learning… | 3,073 | 7 |
| Prediction | 8,760 | 6 |
| Dimensionality Reduction Dimensionality reduction is the task of reducing the dimensi… | 3,304 | 6 |
| Compressive Sensing Compressive Sensing is a new signal processing framework for… | 597 | 6 |
| Link Sign Prediction | 21 | 6 |
| answerability prediction | 9 | 6 |
| Transferability | 6 | 6 |
| Multi-class Classification Multi-class classification is a type of supervised learning … | 903 | 5 |
| Two-sample testing In statistical hypothesis testing, a two-sample test is a te… | 338 | 5 |
| Deep Clustering | 307 | 5 |
| Noise Estimation | 114 | 5 |
| Holdout Set | 35 | 5 |
| Skills Evaluation | 10 | 5 |
| Reconstruction | 2 | 5 |
| Few-Shot Transfer Learning for Saliency Prediction Saliency prediction aims to predict important locations in a… | 1 | 5 |
| SSIM | 1,336 | 4 |
| Imputation Substituting missing data with values according to some crit… | 1,237 | 4 |
| Inductive logic programming | 153 | 4 |
| Scanpath prediction Learning to Predict Sequences of Human Fixations. | 34 | 4 |
| Nature-Inspired Optimization Algorithm | 5 | 4 |
| Partially View-aligned Multi-view Learning In multi-view learning, Partially View-aligned Problem (PVP)… | 1 | 4 |
| Memorization | 1,088 | 3 |
| Bilevel Optimization Bilevel Optimization is a branch of optimization, which cont… | 423 | 3 |
| Continual Pretraining | 70 | 3 |
| Novel Class Discovery The goal of Novel Class Discovery (NCD) is to identify new c… | 65 | 3 |
| Rotated MNIST | 41 | 3 |
| Pain Intensity Regression | 5 | 3 |
| Human Judgment Classification A task where an algorithm judges which sample is better in a… | 2 | 3 |
| Decision Making | 12,311 | 2 |
| Benchmarking | 5,548 | 2 |
| Bayesian Inference Bayesian Inference is a methodology that employs Bayes Rule … | 2,226 | 2 |
| Multi-Armed Bandits Multi-armed bandits refer to a task where a fixed amount of … | 1,262 | 2 |
| Quantum Machine Learning | 699 | 2 |