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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)

OpenKE: An Open Toolkit for Knowledge Embedding EMNLP 2018 Optical Flow Guided Feature: A Fast and Robust Motion Representation for Video Action Recognition CVPR 2018 Ordinal Depth Supervision for 3D Human Pose Estimation CVPR 2018 Out-of-Distribution Detection using Multiple Semantic Label Representations NeurIPS 2018 PAD-Net: Multi-Tasks Guided Prediction-and-Distillation Network for Simultaneous Depth Estimation and Scene Parsing CVPR 2018 PairedCycleGAN: Asymmetric Style Transfer for Applying and Removing Makeup CVPR 2018 Parallelizing Linear Recurrent Neural Nets Over Sequence Length ICLR 2018 Parameter Sharing Methods for Multilingual Self-Attentional Translation Models EMNLP 2018 Paraphrase Generation with Deep Reinforcement Learning EMNLP 2018 Paraphrase to Explicate: Revealing Implicit Noun-Compound Relations ACL 2018 Parsing Speech: a Neural Approach to Integrating Lexical and Acoustic-Prosodic Information NAACL 2018 Partially-Supervised Image Captioning NeurIPS 2018 Partial Transfer Learning With Selective Adversarial Networks CVPR 2018 Part-of-Speech Tagging for Code-Switched, Transliterated Texts without Explicit Language Identification EMNLP 2018 Path Aggregation Network for Instance Segmentation CVPR 2018 People, Penguins and Petri Dishes: Adapting Object Counting Models to New Visual Domains and Object Types Without Forgetting CVPR 2018 Permutation Invariant Training of Generative Adversarial Network for Monaural Speech Separation Interspeech 2018 Personalized Microblog Sentiment Classification via Adversarial Cross-lingual Multi-task Learning EMNLP 2018 Personalized Review Generation By Expanding Phrases and Attending on Aspect-Aware Representations ACL 2018 Person Re-identification by Mid-level Attribute and Part-based Identity Learning ACML 2018 Person Transfer GAN to Bridge Domain Gap for Person Re-Identification CVPR 2018 PhaseNet: Discretized Phase Modeling with Deep Neural Networks for Audio Source Separation Interspeech 2018 Phase Retrieval Under a Generative Prior NeurIPS 2018 Phrase-based Unsupervised Machine Translation with Compositional Phrase Embeddings EMNLP 2018 Phrase-Level Metaphor Identification Using Distributed Representations of Word Meaning NAACL 2018