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)

Self-Supervised Convolutional Subspace Clustering Network CVPR 2019 Self-Supervised Deep Learning on Point Clouds by Reconstructing Space NeurIPS 2019 Self-Supervised Deep Multi-View Subspace Clustering ACML 2019 Self-Supervised Dialogue Learning ACL 2019 Self-Supervised GANs via Auxiliary Rotation Loss CVPR 2019 Self-Supervised Learning for Contextualized Extractive Summarization ACL 2019 Self-Supervised Learning of 3D Human Pose Using Multi-View Geometry CVPR 2019 Self-Supervised Learning via Conditional Motion Propagation CVPR 2019 Self-Supervised Mixture-of-Experts by Uncertainty Estimation AAAI 2019 Self-Supervised Neural Machine Translation ACL 2019 Self-Supervised Representation Learning by Rotation Feature Decoupling CVPR 2019 Self-Supervised Representation Learning From Videos for Facial Action Unit Detection CVPR 2019 Self-Supervised Spatiotemporal Learning via Video Clip Order Prediction CVPR 2019 Self-Supervised Spatio-Temporal Representation Learning for Videos by Predicting Motion and Appearance Statistics CVPR 2019 Self-Supervised Video Representation Learning with Space-Time Cubic Puzzles AAAI 2019 Self-Weighted Multi-View Clustering with Deep Matrix Factorization ACML 2019 Semantic Adversarial Network with Multi-Scale Pyramid Attention for Video Classification AAAI 2019 Semantic Alignment: Finding Semantically Consistent Ground-Truth for Facial Landmark Detection CVPR 2019 Semantic Attribute Matching Networks CVPR 2019 Semantic Conditioned Dynamic Modulation for Temporal Sentence Grounding in Videos NeurIPS 2019 Semantic Correlation Promoted Shape-Variant Context for Segmentation CVPR 2019 Semantic Projection Network for Zero- and Few-Label Semantic Segmentation CVPR 2019 Semantic Proposal for Activity Localization in Videos via Sentence Query AAAI 2019 Semantic Relationships Guided Representation Learning for Facial Action Unit Recognition AAAI 2019 Semantic Role Labeling with Iterative Structure Refinement EMNLP 2019