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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)

Art of Singular Vectors and Universal Adversarial Perturbations CVPR 2018 A Semantic Loss Function for Deep Learning with Symbolic Knowledge ICML 2018 A Shared Attention Mechanism for Interpretation of Neural Automatic Post-Editing Systems ACL 2018 A Simple Cache Model for Image Recognition NeurIPS 2018 Assessing the Scalability of Biologically-Motivated Deep Learning Algorithms and Architectures NeurIPS 2018 A Stable and Effective Learning Strategy for Trainable Greedy Decoding EMNLP 2018 A State-transition Framework to Answer Complex Questions over Knowledge Base EMNLP 2018 A Transformer-Based Multi-Source Automatic Post-Editing System EMNLP 2018 Attacking Visual Language Grounding with Adversarial Examples: A Case Study on Neural Image Captioning ACL 2018 Attentive Generative Adversarial Network for Raindrop Removal From a Single Image CVPR 2018 AttnGAN: Fine-Grained Text to Image Generation With Attentional Generative Adversarial Networks CVPR 2018 Audio-visual Voice Conversion Using Deep Canonical Correlation Analysis for Deep Bottleneck Features Interspeech 2018 AUEB at BioASQ 6: Document and Snippet Retrieval EMNLP 2018 A Unified Feature Disentangler for Multi-Domain Image Translation and Manipulation NeurIPS 2018 A Unified Model for Extractive and Abstractive Summarization using Inconsistency Loss ACL 2018 Autoencoder as Assistant Supervisor: Improving Text Representation for Chinese Social Media Text Summarization ACL 2018 Automatic Detection of Vague Words and Sentences in Privacy Policies EMNLP 2018 Automatic Poetry Generation with Mutual Reinforcement Learning EMNLP 2018 Automatic Program Synthesis of Long Programs with a Learned Garbage Collector NeurIPS 2018 Automatic Question Detection from Acoustic and Phonetic Features Using Feature-wise Pre-training Interspeech 2018 Automatic Spelling Correction for Resource-Scarce Languages using Deep Learning ACL 2018 Autoregressive Quantile Networks for Generative Modeling ICML 2018 Avatar-Net: Multi-Scale Zero-Shot Style Transfer by Feature Decoration CVPR 2018 A Visual Attention Grounding Neural Model for Multimodal Machine Translation EMNLP 2018 Avoiding Speaker Overfitting in End-to-End DNNs Using Raw Waveform for Text-Independent Speaker Verification Interspeech 2018