Skip to content
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

38
179
3,018
5,737
'10
'15
'20
'25

Papers (including subtopics)

Shaping Visual Representations with Language for Few-Shot Classification ACL 2020 Shared Generative Latent Representation Learning for Multi-View Clustering AAAI 2020 SharinGAN: Combining Synthetic and Real Data for Unsupervised Geometry Estimation CVPR 2020 Shoestring: Graph-Based Semi-Supervised Classification With Severely Limited Labeled Data CVPR 2020 Should You Fine-Tune BERT for Automated Essay Scoring? ACL 2020 Show, Recall, and Tell: Image Captioning with Recall Mechanism AAAI 2020 SiamFC++: Towards Robust and Accurate Visual Tracking with Target Estimation Guidelines AAAI 2020 Siam R-CNN: Visual Tracking by Re-Detection CVPR 2020 Sideways: Depth-Parallel Training of Video Models CVPR 2020 SIGMORPHON 2020 Shared Task 0: Typologically Diverse Morphological Inflection ACL 2020 Silhouette Guided Point Cloud Reconstruction beyond Occlusion WACV 2020 SimAlign: High Quality Word Alignments Without Parallel Training Data Using Static and Contextualized Embeddings EMNLP 2020 Similarity Analysis of Contextual Word Representation Models ACL 2020 Simple and Principled Uncertainty Estimation with Deterministic Deep Learning via Distance Awareness NeurIPS 2020 Simple Data Augmentation with the Mask Token Improves Domain Adaptation for Dialog Act Tagging EMNLP 2020 Simple Hierarchical Multi-Task Neural End-To-End Entity Linking for Biomedical Text EMNLP 2020 Simplifying Hamiltonian and Lagrangian Neural Networks via Explicit Constraints NeurIPS 2020 Simplify-Then-Translate: Automatic Preprocessing for Black-Box Translation AAAI 2020 Simplify the Usage of Lexicon in Chinese NER ACL 2020 SimPropNet: Improved Similarity Propagation for Few-shot Image Segmentation IJCAI 2020 SimulSpeech: End-to-End Simultaneous Speech to Text Translation ACL 2020 Simultaneous Learning of Pivots and Representations for Cross-Domain Sentiment Classification AAAI 2020 Simultaneous paraphrasing and translation by fine-tuning Transformer models ACL 2020 Singing Voice Extraction with Attention-Based Spectrograms Fusion Interspeech 2020 Single Camera Training for Person Re-Identification AAAI 2020