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-boosting for Feature Distillation IJCAI 2021 Self-correcting Q-learning AAAI 2021 SelfDoc: Self-Supervised Document Representation Learning CVPR 2021 Self-Domain Adaptation for Face Anti-Spoofing AAAI 2021 Self-Generated Defocus Blur Detection via Dual Adversarial Discriminators CVPR 2021 Self-Guided and Cross-Guided Learning for Few-Shot Segmentation CVPR 2021 Self-Guided Contrastive Learning for BERT Sentence Representations ACL 2021 Self-Improved Retrosynthetic Planning ICML 2021 Self-Mutual Distillation Learning for Continuous Sign Language Recognition ICCV 2021 Self-Progressing Robust Training AAAI 2021 Self-Promoted Prototype Refinement for Few-Shot Class-Incremental Learning CVPR 2021 SelfReg: Self-Supervised Contrastive Regularization for Domain Generalization ICCV 2021 SelfSAGCN: Self-Supervised Semantic Alignment for Graph Convolution Network CVPR 2021 Self-Supervised 3D Face Reconstruction via Conditional Estimation ICCV 2021 Self-Supervised 3D Mesh Reconstruction From Single Images CVPR 2021 Self-Supervised Attention-Aware Reinforcement Learning AAAI 2021 Self-Supervised Augmentation Consistency for Adapting Semantic Segmentation CVPR 2021 Self-Supervised Collision Handling via Generative 3D Garment Models for Virtual Try-On CVPR 2021 Self-supervised Contrastive Cross-Modality Representation Learning for Spoken Question Answering EMNLP 2021 Self-Supervised Curriculum Learning for Spelling Error Correction EMNLP 2021 Self-Supervised Detection of Contextual Synonyms in a Multi-Class Setting: Phenotype Annotation Use Case EMNLP 2021 Self-Supervised End-to-End ASR for Low Resource L2 Swedish Interspeech 2021 Self-Supervised Geometric Perception CVPR 2021 Self-Supervised Hypergraph Convolutional Networks for Session-based Recommendation AAAI 2021 Self-Supervised Learning Based Phone-Fortified Speech Enhancement Interspeech 2021