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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)

Infusing Knowledge from Wikipedia to Enhance Stance Detection ACL 2022 Inharmonious Region Localization by Magnifying Domain Discrepancy AAAI 2022 Injecting Domain Knowledge in Language Models for Task-oriented Dialogue Systems EMNLP 2022 Innovations Autoencoder and its Application in One-class Anomalous Sequence Detection JMLR 2022 InQSS: a speech intelligibility and quality assessment model using a multi-task learning network Interspeech 2022 InsCLR: Improving Instance Retrieval with Self-Supervision AAAI 2022 Insights into Pre-training via Simpler Synthetic Tasks NeurIPS 2022 InsNet: An Efficient, Flexible, and Performant Insertion-based Text Generation Model NeurIPS 2022 Instability and Local Minima in GAN Training with Kernel Discriminators NeurIPS 2022 Instance-Dependent Label-Noise Learning With Manifold-Regularized Transition Matrix Estimation CVPR 2022 Instance Regularization for Discriminative Language Model Pre-training EMNLP 2022 InstructDial: Improving Zero and Few-shot Generalization in Dialogue through Instruction Tuning EMNLP 2022 Integrating Question Rewrites in Conversational Question Answering: A Reinforcement Learning Approach ACL 2022 Integrative Few-Shot Learning for Classification and Segmentation CVPR 2022 Intent Detection and Discovery from User Logs via Deep Semi-Supervised Contrastive Clustering NAACL 2022 Interact Before Align: Leveraging Cross-Modal Knowledge for Domain Adaptive Action Recognition CVPR 2022 Interact, Embed, and EnlargE: Boosting Modality-Specific Representations for Multi-Modal Person Re-identification AAAI 2022 Interactive Disentanglement: Learning Concepts by Interacting With Their Prototype Representations CVPR 2022 Interactive Query-Assisted Summarization via Deep Reinforcement Learning NAACL 2022 Interactive Segmentation and Visualization for Tiny Objects in Multi-Megapixel Images CVPR 2022 Interactive Visualizations of Word Embeddings for K-12 Students AAAI 2022 Interactron: Embodied Adaptive Object Detection CVPR 2022 InterAug: Augmenting Noisy Intermediate Predictions for CTC-based ASR Interspeech 2022 Intermediate Entity-based Sparse Interpretable Representation Learning EMNLP 2022 Intermediate Prototype Mining Transformer for Few-Shot Semantic Segmentation NeurIPS 2022