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)

Unsupervised Domain-Specific Deblurring via Disentangled Representations CVPR 2019 Unsupervised Embedding Learning via Invariant and Spreading Instance Feature CVPR 2019 Unsupervised Evaluation Metrics and Learning Criteria for Non-Parallel Textual Transfer EMNLP 2019 Unsupervised Face Normalization With Extreme Pose and Expression in the Wild CVPR 2019 Unsupervised Hyper-alignment for Multilingual Word Embeddings ICLR 2019 Unsupervised Image Captioning CVPR 2019 Unsupervised Information Extraction: Regularizing Discriminative Approaches with Relation Distribution Losses ACL 2019 Unsupervised Keypoint Learning for Guiding Class-Conditional Video Prediction NeurIPS 2019 Unsupervised Labeled Parsing with Deep Inside-Outside Recursive Autoencoders EMNLP 2019 Unsupervised Learning of Action Classes With Continuous Temporal Embedding CVPR 2019 Unsupervised Learning of Dense Shape Correspondence CVPR 2019 Unsupervised Learning of Discourse-Aware Text Representation for Essay Scoring ACL 2019 Unsupervised Learning of Object Keypoints for Perception and Control NeurIPS 2019 Unsupervised learning of object structure and dynamics from videos NeurIPS 2019 Unsupervised Meta-Learning for Few-Shot Image Classification NeurIPS 2019 Unsupervised Meta-Learning of Figure-Ground Segmentation via Imitating Visual Effects AAAI 2019 Unsupervised Moving Object Detection via Contextual Information Separation CVPR 2019 Unsupervised Multilingual Word Embedding with Limited Resources using Neural Language Models ACL 2019 Unsupervised Multi-Modal Neural Machine Translation CVPR 2019 Unsupervised Natural Question Answering with a Small Model EMNLP 2019 Unsupervised Neural Machine Translation with SMT as Posterior Regularization AAAI 2019 Unsupervised Neural Text Simplification ACL 2019 Unsupervised Object Segmentation by Redrawing NeurIPS 2019 Unsupervised Parallel Sentence Extraction with Parallel Segment Detection Helps Machine Translation ACL 2019 Unsupervised Paraphrasing without Translation ACL 2019