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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
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'15
'20
'25

Papers (including subtopics)

Muppet: Massive Multi-task Representations with Pre-Finetuning EMNLP 2021 MURAL: Multimodal, Multitask Representations Across Languages EMNLP 2021 MUST-GAN: Multi-Level Statistics Transfer for Self-Driven Person Image Generation CVPR 2021 Mutual CRF-GNN for Few-Shot Learning CVPR 2021 Mutual Graph Learning for Camouflaged Object Detection CVPR 2021 Mutual-Learning Improves End-to-End Speech Translation EMNLP 2021 MVFNet: Multi-View Fusion Network for Efficient Video Recognition AAAI 2021 Named Entity Recognition for Entity Linking: What Works and What’s Next EMNLP 2021 NAS-Bench-ASR: Reproducible Neural Architecture Search for Speech Recognition ICLR 2021 NASGEM: Neural Architecture Search via Graph Embedding Method AAAI 2021 Natural Adversarial Examples CVPR 2021 Natural Language Video Localization with Learnable Moment Proposals EMNLP 2021 Navigating the GAN Parameter Space for Semantic Image Editing CVPR 2021 Navigating the Kaleidoscope of COVID-19 Misinformation Using Deep Learning EMNLP 2021 NB-MLM: Efficient Domain Adaptation of Masked Language Models for Sentiment Analysis EMNLP 2021 Nearest Neighbor Classifier Embedded Network for Active Learning AAAI 2021 Nearest Neighbor Machine Translation ICLR 2021 Nearest Neighbor Matching for Deep Clustering CVPR 2021 Nearest Neighbour Few-Shot Learning for Cross-lingual Classification EMNLP 2021 Near Lossless Transfer Learning for Spiking Neural Networks AAAI 2021 Negative Data Augmentation ICLR 2021 Neighbor2Neighbor: Self-Supervised Denoising From Single Noisy Images CVPR 2021 Neighborhood Contrastive Learning for Novel Class Discovery CVPR 2021 Neighborhood Normalization for Robust Geometric Feature Learning CVPR 2021 NeRD: Neural 3D Reflection Symmetry Detector CVPR 2021