conftrace_

Learning Types

32,670 papers (1 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Representation Learning (5,307) Multimodal Learning (3,969) Self-Supervised Learning (3,492) Transfer Learning (2,890) Adversarial Learning (2,199) Deep Learning (1,883) Contrastive Learning (1,730) Reinforcement Learning (1,500) Knowledge Distillation (1,494) Fine-Tuning (1,117) Multi-Task Learning (1,069) Domain Adaptation (977) Zero-Shot Learning (758) Unsupervised Learning (734) Few-Shot Learning (694) Classification (621) Retrieval-Augmented Generation (606) Data Augmentation (583) Semi-Supervised Learning (450) Weakly Supervised Learning (429) Continual Learning (408) In-Context Learning (387) Sequence Modeling (375) Meta-Learning (252) Metric Learning (232) Ensemble Learning (223) Federated Learning (215) Multi-Lingual Learning (199) Robustness (197) Parameter-Efficient Fine-Tuning (190) Imitation Learning (180) Prompt Engineering (170) Chain-of-Thought Reasoning (153) Curriculum Learning (146) Synthetic Data Generation (143) Reinforcement Learning from Human Feedback (141) Multi-Label Classification (123) Regression (117) Generative Model (109) Semantic Segmentation (106) Domain Generalization (105) Uncertainty Quantification (98) Controllable Generation (93) Text Generation (86) Neural Architecture Search (80) Object Detection (80) Image Generation (79) Multi-Agent Systems (76) Feature Learning (74) Preference Learning (73) Machine Translation (71) Out-of-Distribution Detection (68) Machine Unlearning (63) Generation (61) Reasoning (54) Multi-View Learning (53) Time Series (52) Instruction Tuning (50) Distributed Learning (50) Image Restoration (49) Chain-of-Thought (48) Active Learning (47) Text Classification (43) Distribution Shift (43) Structured Prediction (42) Clustering (41) Image Classification (40) Model Merging (37) Sparse Learning (36) Sequence Labeling (36) Multi-Instance Learning (35) Anomaly Detection (33) Image Processing (33) Code Generation (31) Fairness (30) Robust Learning (28) Multi-Domain Learning (27) Supervised Learning (26) Model-Based RL (25) Natural Language Generation (24) Privacy (21) Multi-Objective Optimization (19) Multi-Scale Learning (19) Neural Machine Translation (18) Causal Inference (14) Instance Segmentation (9) Interactive Learning (9) Multi-Label Learning (9) Multi-Source Learning (9) Multi-Class Classification (8)

Papers per year

1

22

25

29

26

38

46

60

109

129

179

310

686

1,294

2,286

3,018

3,254

3,930

4,067

4,819

5,737

2,605

'10

'15

'20

'25

Papers (including subtopics)

Learning Kernels Using Local Rademacher Complexity NeurIPS 2013 Learning Multiple Non-linear Sub-spaces Using K-RBMs CVPR 2013 Learning Stochastic Feedforward Neural Networks NeurIPS 2013 Learning the Change for Automatic Image Cropping CVPR 2013 Learning Video Saliency from Human Gaze Using Candidate Selection CVPR 2013 Learning with Noisy Labels NeurIPS 2013 Learning word embeddings efficiently with noise-contrastive estimation NeurIPS 2013 Locally Aligned Feature Transforms across Views CVPR 2013 Multiclass Total Variation Clustering NeurIPS 2013 Multi-level Discriminative Dictionary Learning towards Hierarchical Visual Categorization CVPR 2013 Multi-Prediction Deep Boltzmann Machines NeurIPS 2013 Multi-stage Contextual Deep Learning for Pedestrian Detection ICCV 2013 Non-Linear Domain Adaptation with Boosting NeurIPS 2013 Online Dominant and Anomalous Behavior Detection in Videos CVPR 2013 Parametric Task Learning NeurIPS 2013 Part Discovery from Partial Correspondence CVPR 2013 Pedestrian Detection with Unsupervised Multi-stage Feature Learning CVPR 2013 POOF: Part-Based One-vs.-One Features for Fine-Grained Categorization, Face Verification, and Attribute Estimation CVPR 2013 Predicting an Object Location Using a Global Image Representation ICCV 2013 Real-Time No-Reference Image Quality Assessment Based on Filter Learning CVPR 2013 Recognizing Activities via Bag of Words for Attribute Dynamics CVPR 2013 Reshaping Visual Datasets for Domain Adaptation NeurIPS 2013 RNADE: The real-valued neural autoregressive density-estimator NeurIPS 2013 Robust Multimodal Graph Matching: Sparse Coding Meets Graph Matching NeurIPS 2013 Robust Multi-resolution Pedestrian Detection in Traffic Scenes CVPR 2013