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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)

PDO-s3DCNNs: Partial Differential Operator Based Steerable 3D CNNs ICML 2022 Penalizing Gradient Norm for Efficiently Improving Generalization in Deep Learning ICML 2022 PEPDS: A Polite and Empathetic Persuasive Dialogue System for Charity Donation COLING 2022 Perceiving Stroke-Semantic Context: Hierarchical Contrastive Learning for Robust Scene Text Recognition AAAI 2022 Perceiving the World: Question-guided Reinforcement Learning for Text-based Games ACL 2022 Perceptual Quality Assessment of Omnidirectional Images AAAI 2022 Performance-Aware Mutual Knowledge Distillation for Improving Neural Architecture Search CVPR 2022 Performance-Efficiency Trade-Offs in Adapting Language Models to Text Classification Tasks AACL 2022 Performance Improvement of Speech Emotion Recognition by Neutral Speech Detection Using Autoencoder and Intermediate Representation Interspeech 2022 Personalized Acoustic Echo Cancellation for Full-duplex Communications Interspeech 2022 Personalized Image Aesthetics Assessment With Rich Attributes CVPR 2022 Perturbation Augmentation for Fairer NLP EMNLP 2022 Perturbation Learning Based Anomaly Detection NeurIPS 2022 Perturbations in the Wild: Leveraging Human-Written Text Perturbations for Realistic Adversarial Attack and Defense ACL 2022 Perturbed and Strict Mean Teachers for Semi-Supervised Semantic Segmentation CVPR 2022 PEVL: Position-enhanced Pre-training and Prompt Tuning for Vision-language Models EMNLP 2022 pFL-Bench: A Comprehensive Benchmark for Personalized Federated Learning NeurIPS 2022 Phase Transition from Clean Training to Adversarial Training NeurIPS 2022 Phone-ing it in: Towards Flexible Multi-Modal Language Model Training by Phonetic Representations of Data ACL 2022 Photorealistic Monocular 3D Reconstruction of Humans Wearing Clothing CVPR 2022 PhyIR: Physics-Based Inverse Rendering for Panoramic Indoor Images CVPR 2022 Physically-Based Face Rendering for NIR-VIS Face Recognition NeurIPS 2022 Physically Disentangled Intra- and Inter-Domain Adaptation for Varicolored Haze Removal CVPR 2022 Physical Simulation Layer for Accurate 3D Modeling CVPR 2022 Physics-Informed Implicit Representations of Equilibrium Network Flows NeurIPS 2022