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)

Transfer Joint Matching for Unsupervised Domain Adaptation CVPR 2014 Transformation Pursuit for Image Classification CVPR 2014 Triangulation Embedding and Democratic Aggregation for Image Search CVPR 2014 Two-Stream Convolutional Networks for Action Recognition in Videos NeurIPS 2014 Unsupervised learning of an efficient short-term memory network NeurIPS 2014 Unsupervised Learning of Dictionaries of Hierarchical Compositional Models CVPR 2014 Unsupervised Transcription of Piano Music NeurIPS 2014 Using Convolutional Neural Networks to Recognize Rhythm Stimuli from Electroencephalography Recordings NeurIPS 2014 Variational Gaussian Process State-Space Models NeurIPS 2014 Visual Semantic Search: Retrieving Videos via Complex Textual Queries CVPR 2014 Weakly-supervised Discovery of Visual Pattern Configurations NeurIPS 2014 Weakly Supervised Multiclass Video Segmentation CVPR 2014 When 3D Reconstruction Meets Ubiquitous RGB-D Images CVPR 2014 Zero-shot recognition with unreliable attributes NeurIPS 2014 A Bayesian Approach to Multimodal Visual Dictionary Learning CVPR 2013 Action is in the Eye of the Beholder: Eye-gaze Driven Model for Spatio-Temporal Action Localization NeurIPS 2013 Adaptive dropout for training deep neural networks NeurIPS 2013 Adaptive Multi-Column Deep Neural Networks with Application to Robust Image Denoising NeurIPS 2013 Adding Unlabeled Samples to Categories by Learned Attributes CVPR 2013 A Divide-and-Conquer Method for Scalable Low-Rank Latent Matrix Pursuit CVPR 2013 Alternating Decision Forests CVPR 2013 A Novel Two-Step Method for Cross Language Representation Learning NeurIPS 2013 Approximate Dynamic Programming Finally Performs Well in the Game of Tetris NeurIPS 2013 A Sentence Is Worth a Thousand Pixels CVPR 2013 Attribute-Based Detection of Unfamiliar Classes with Humans in the Loop CVPR 2013