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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)

A Unified Framework for Real Time Motion Completion AAAI 2022 A Unified Hard-Constraint Framework for Solving Geometrically Complex PDEs NeurIPS 2022 A Unified Model for Multi-class Anomaly Detection NeurIPS 2022 A Unified Neural Network Model for Readability Assessment with Feature Projection and Length-Balanced Loss EMNLP 2022 AutoBERT-Zero: Evolving BERT Backbone from Scratch AAAI 2022 Auto-Debias: Debiasing Masked Language Models with Automated Biased Prompts ACL 2022 AutoGCL: Automated Graph Contrastive Learning via Learnable View Generators AAAI 2022 AutoLink: Self-supervised Learning of Human Skeletons and Object Outlines by Linking Keypoints NeurIPS 2022 Automatically Discarding Straplines to Improve Data Quality for Abstractive News Summarization ACL 2022 Automatic Classification of Legal Violations in Cookie Banner Texts EMNLP 2022 Automatic Document Selection for Efficient Encoder Pretraining EMNLP 2022 Automatic Error Analysis for Document-level Information Extraction ACL 2022 Automatic Identification and Classification of Bragging in Social Media ACL 2022 Automatic Pronunciation Assessment using Self-Supervised Speech Representation Learning Interspeech 2022 Automatic Scene-based Topic Channel Construction System for E-Commerce EMNLP 2022 Automatic Synthesis of Diverse Weak Supervision Sources for Behavior Analysis CVPR 2022 Automatic Term and Sentence Classification Via Augmented Term and Pre-trained language model in ESG Taxonomy texts EMNLP 2022 AutoMTL: A Programming Framework for Automating Efficient Multi-Task Learning NeurIPS 2022 Autoregressive Co-Training for Learning Discrete Speech Representation Interspeech 2022 AutoSDF: Shape Priors for 3D Completion, Reconstruction and Generation CVPR 2022 AutoWS-Bench-101: Benchmarking Automated Weak Supervision with 100 Labels NeurIPS 2022 AUV-Net: Learning Aligned UV Maps for Texture Transfer and Synthesis CVPR 2022 A Versatile Multi-View Framework for LiDAR-Based 3D Object Detection With Guidance From Panoptic Segmentation CVPR 2022 AVLEN: Audio-Visual-Language Embodied Navigation in 3D Environments NeurIPS 2022 A Vocabulary-Free Multilingual Neural Tokenizer for End-to-End Task Learning ACL 2022