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Learning Types

56,253 papers (3 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Self-Supervised Learning (8,965) Adversarial Learning (5,204) Unsupervised Learning (4,874) Transfer Learning (4,808) Weakly Supervised Learning (3,938) Contrastive Learning (3,748) Zero-Shot Learning (3,130) Semi-Supervised Learning (3,128) Reinforcement Learning (3,118) Multi-Task Learning (2,556) Evaluation (2,164) Continual Learning (2,107) Active Learning (1,983) Few-Shot Learning (1,840) Deep Learning (1,404) Online Learning (1,360) Multi-Armed Bandits (1,327) Multimodal Learning (1,289) Supervised Learning (986) Multi-Agent Systems (813) Uncertainty Quantification (805) Causal Inference (636) Robustness (576) Retrieval-Augmented Generation (565) Fine-Tuning (490) Ensemble Learning (482) In-Context Learning (439) Multi-Label Classification (430) Imitation Learning (387) Prompt Engineering (270) Multi-Lingual Learning (269) Distribution Shift (264) Reinforcement Learning from Human Feedback (209) Regularization (207) Exploration-Exploitation (203) Generative Models (200) Multi-Objective Optimization (185) Out-of-Distribution Detection (176) Sparse Learning (165) Sampling (150) Preference Learning (136) Offline Reinforcement Learning (130) Multi-Label Learning (128) Markov Decision Process (127) Neural Architecture Search (122) Multi-Instance Learning (121) Multi-View Learning (117) Robust Learning (110) Generative Model (110) Time Series (108) Large Language Models (104) Exploration (103) Hyperparameter Optimization (99) Machine Unlearning (95) Imbalanced Learning (93) Machine Translation (93) Multi-Class Classification (85) Differential Privacy (82) Time Series Analysis (71) Reasoning (70) Calibration (67) Structure Learning (66) Physics-Informed Learning (62) Class Imbalance (58) Model-Based RL (55) Interactive Learning (55) Multi-Domain Learning (47) Inverse Reinforcement Learning (46) Crowdsourcing (40) Off-Policy Learning (38) Label Noise (38) Noisy Label Learning (35) Offline RL (32) Attention (32) Evolutionary Algorithm (32) Decision Making (31) Policy Learning (30) Personalization (28) Low-Resource Learning (26) Collaborative Filtering (25) Self-Training (24) Sequential Modeling (24) Parameter Estimation (23) Survival Analysis (21) Machine Learning (20) Parameter-Efficient Fine-Tuning (20) Synthetic Data Generation (20) Annotation (18) Symbolic Regression (18) AutoML (16) Security (15) Multi-Source Learning (13) Distant Supervision (13) Text Generation (11) Distributional Reinforcement Learning (9) Sentiment Analysis (9) Multi-Hop Reasoning (9) Language Modeling (9) Code Generation (8) Multi-Object Tracking (8) Natural Language Inference (7) Chain-of-Thought (6) Question Answering (5)

Papers per year

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20
220
477
4,652
9,258
2000
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Papers (including subtopics)

Efficient Online Learning for Dynamic k-Clustering ICML 2021 Efficient Optimal Selection for Composited Advertising Creatives with Tree Structure AAAI 2021 Efficient PAC Reinforcement Learning in Regular Decision Processes IJCAI 2021 Efficient Performance Bounds for Primal-Dual Reinforcement Learning from Demonstrations ICML 2021 Efficient Poverty Mapping from High Resolution Remote Sensing Images AAAI 2021 Efficient Pure Exploration for Combinatorial Bandits with Semi-Bandit Feedback ALT 2021 Efficient Querying for Cooperative Probabilistic Commitments AAAI 2021 Efficient Test Time Adapter Ensembling for Low-resource Language Varieties EMNLP 2021 Efficient Training of Robust Decision Trees Against Adversarial Examples ICML 2021 Efficient Training of Visual Transformers with Small Datasets NeurIPS 2021 Efficient Truthful Scheduling and Resource Allocation through Monitoring AAAI 2021 EfficientTTS: An Efficient and High-Quality Text-to-Speech Architecture ICML 2021 Efficient Unsupervised NMT for Related Languages with Cross-Lingual Language Models and Fidelity Objectives EACL 2021 Efficient Video Annotation With Visual Interpolation and Frame Selection Guidance WACV 2021 Efficient Visual Pretraining With Contrastive Detection ICCV 2021 Efficient Wasserstein Natural Gradients for Reinforcement Learning ICLR 2021 Efficient Weight Factorization for Multilingual Speech Recognition Interspeech 2021 EffiScene: Efficient Per-Pixel Rigidity Inference for Unsupervised Joint Learning of Optical Flow, Depth, Camera Pose and Motion Segmentation CVPR 2021 Ego-Exo: Transferring Visual Representations From Third-Person to First-Person Videos CVPR 2021 Elaborative Rehearsal for Zero-Shot Action Recognition ICCV 2021 Elastic Graph Neural Networks ICML 2021 Elastic weight consolidation for better bias inoculation EACL 2021 Electrocardio Panorama: Synthesizing New ECG views with Self-supervision IJCAI 2021 Eliciting Bias in Question Answering Models through Ambiguity EMNLP 2021 Eliminating Sentiment Bias for Aspect-Level Sentiment Classification with Unsupervised Opinion Extraction EMNLP 2021