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Learning Types

56,254 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 (1,984) 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

1
20
220
477
4,652
9,258
2000
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Papers (including subtopics)

GYM at Qur’an QA 2023 Shared Task: Multi-Task Transfer Learning for Quranic Passage Retrieval and Question Answering with Large Language Models EMNLP 2023 H2RBox: Horizontal Box Annotation is All You Need for Oriented Object Detection ICLR 2023 H2RBox-v2: Incorporating Symmetry for Boosting Horizontal Box Supervised Oriented Object Detection NeurIPS 2023 HAAV: Hierarchical Aggregation of Augmented Views for Image Captioning CVPR 2023 HAD-ANC: A Hybrid System Comprising an Adaptive Filter and Deep Neural Networks for Active Noise Control Interspeech 2023 HAL3D: Hierarchical Active Learning for Fine-Grained 3D Part Labeling ICCV 2023 Half-Hop: A graph upsampling approach for slowing down message passing ICML 2023 Hallucination Detection for Grounded Instruction Generation EMNLP 2023 Hallucination Improves the Performance of Unsupervised Visual Representation Learning ICCV 2023 HaLP: Hallucinating Latent Positives for Skeleton-Based Self-Supervised Learning of Actions CVPR 2023 HALP: Heuristic Aided Learned Preference Eviction Policy for YouTube Content Delivery Network NSDI 2023 Ham2Pose: Animating Sign Language Notation Into Pose Sequences CVPR 2023 HaMuCo: Hand Pose Estimation via Multiview Collaborative Self-Supervised Learning ICCV 2023 Handling the Alignment for Wake Word Detection: A Comparison Between Alignment-Based, Alignment-Free and Hybrid Approaches Interspeech 2023 Handshape-Aware Sign Language Recognition: Extended Datasets and Exploration of Handshape-Inclusive Methods EMNLP 2023 HandsOff: Labeled Dataset Generation With No Additional Human Annotations CVPR 2023 HAP: Structure-Aware Masked Image Modeling for Human-Centric Perception NeurIPS 2023 Hard No-Box Adversarial Attack on Skeleton-Based Human Action Recognition with Skeleton-Motion-Informed Gradient ICCV 2023 Hard Patches Mining for Masked Image Modeling CVPR 2023 Hard Sample Aware Network for Contrastive Deep Graph Clustering AAAI 2023 Hard Sample Aware Prompt-Tuning ACL 2023 Hard Sample Matters a Lot in Zero-Shot Quantization CVPR 2023 Harmful Language Datasets: An Assessment of Robustness ACL 2023 Harmonious Teacher for Cross-Domain Object Detection CVPR 2023 Harnessing Black-Box Control to Boost Commonsense in LM’s Generation EMNLP 2023