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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)

Deep Video Super-Resolution Network Using Dynamic Upsampling Filters Without Explicit Motion Compensation CVPR 2018 Defense Against Adversarial Attacks Using High-Level Representation Guided Denoiser CVPR 2018 Defense Against Universal Adversarial Perturbations CVPR 2018 Deflecting Adversarial Attacks With Pixel Deflection CVPR 2018 Defocus Blur Detection via Multi-Stream Bottom-Top-Bottom Fully Convolutional Network CVPR 2018 Demo2Vec: Reasoning Object Affordances From Online Videos CVPR 2018 Dendritic cortical microcircuits approximate the backpropagation algorithm NeurIPS 2018 Dense 3D Regression for Hand Pose Estimation CVPR 2018 Densely Cascaded Shadow Detection Network via Deeply Supervised Parallel Fusion IJCAI 2018 Detach and Adapt: Learning Cross-Domain Disentangled Deep Representation CVPR 2018 Detect-and-Track: Efficient Pose Estimation in Videos CVPR 2018 Detecting Code-Switching between Turkish-English Language Pair EMNLP 2018 Detecting Diabetes Risk from Social Media Activity EMNLP 2018 Detecting Gang-Involved Escalation on Social Media Using Context EMNLP 2018 Detecting Offensive Tweets in Hindi-English Code-Switched Language ACL 2018 Detecting Simultaneously Chinese Grammar Errors Based on a BiLSTM-CRF Model ACL 2018 diaNED: Time-Aware Named Entity Disambiguation for Diachronic Corpora ACL 2018 Diarization is Hard: Some Experiences and Lessons Learned for the JHU Team in the Inaugural DIHARD Challenge Interspeech 2018 Did you offend me? Classification of Offensive Tweets in Hinglish Language EMNLP 2018 Differentiable plasticity: training plastic neural networks with backpropagation ICML 2018 Differentiating Concepts and Instances for Knowledge Graph Embedding EMNLP 2018 Dilated Convolutional Network with Iterative Optimization for Continuous Sign Language Recognition IJCAI 2018 Disambiguating False-Alarm Hashtag Usages in Tweets for Irony Detection ACL 2018 Disconnected Recurrent Neural Networks for Text Categorization ACL 2018 Discourse Marker Augmented Network with Reinforcement Learning for Natural Language Inference ACL 2018