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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)

Blockwise Parallel Decoding for Deep Autoregressive Models NeurIPS 2018 Boosting Adversarial Attacks With Momentum CVPR 2018 Boosting Domain Adaptation by Discovering Latent Domains CVPR 2018 Boosting Self-Supervised Learning via Knowledge Transfer CVPR 2018 Bootstrapping the Performance of Webly Supervised Semantic Segmentation CVPR 2018 Born Again Neural Networks ICML 2018 Breaking the Activation Function Bottleneck through Adaptive Parameterization NeurIPS 2018 Breaking the Softmax Bottleneck: A High-Rank RNN Language Model ICLR 2018 BRUNO: A Deep Recurrent Model for Exchangeable Data NeurIPS 2018 CaLcs: Continuously Approximating Longest Common Subsequence for Sequence Level Optimization EMNLP 2018 Camera Style Adaptation for Person Re-Identification CVPR 2018 Can Deep Reinforcement Learning Solve Erdos-Selfridge-Spencer Games? ICML 2018 Centralized Ranking Loss with Weakly Supervised Localization for Fine-Grained Object Retrieval IJCAI 2018 Certified Defenses against Adversarial Examples ICLR 2018 Chain of Reasoning for Visual Question Answering NeurIPS 2018 Challenges for Toxic Comment Classification: An In-Depth Error Analysis EMNLP 2018 Character-level Supervision for Low-resource POS Tagging ACL 2018 Characters or Morphemes: How to Represent Words? ACL 2018 Chargrid: Towards Understanding 2D Documents EMNLP 2018 Chinese Grammatical Error Diagnosis Based on CRF and LSTM-CRF model ACL 2018 CISA: Chinese Information Structure Analysis for Scientific Writing with Cross-lingual Adversarial Learning IJCAI 2018 CLaC at SMM4H Task 1, 2, and 4 EMNLP 2018 Classification-Driven Dynamic Image Enhancement CVPR 2018 Classification of Tweets about Reported Events using Neural Networks EMNLP 2018 CLEAR: Cumulative LEARning for One-Shot One-Class Image Recognition CVPR 2018