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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)

HGSGNLP at IEST 2018: An Ensemble of Machine Learning and Deep Neural Architectures for Implicit Emotion Classification in Tweets EMNLP 2018 Hierarchical Graph Structure Learning for Multi-View 3D Model Retrieval IJCAI 2018 Hierarchical Imitation and Reinforcement Learning ICML 2018 Hierarchical Neural Story Generation ACL 2018 Hierarchical Novelty Detection for Visual Object Recognition CVPR 2018 High-Fidelity Simulated Players for Interactive Narrative Planning IJCAI 2018 High Performance Visual Tracking With Siamese Region Proposal Network CVPR 2018 High-Resolution Image Synthesis and Semantic Manipulation With Conditional GANs CVPR 2018 HotFlip: White-Box Adversarial Examples for Text Classification ACL 2018 HOUDINI: Lifelong Learning as Program Synthesis NeurIPS 2018 How agents see things: On visual representations in an emergent language game EMNLP 2018 How to represent a word and predict it, too: Improving tied architectures for language modelling EMNLP 2018 Human-Centric Indoor Scene Synthesis Using Stochastic Grammar CVPR 2018 Hybrid Knowledge Routed Modules for Large-scale Object Detection NeurIPS 2018 Hybrid Neural Attention for Agreement/Disagreement Inference in Online Debates EMNLP 2018 Hybrid Retrieval-Generation Reinforced Agent for Medical Image Report Generation NeurIPS 2018 hyperdoc2vec: Distributed Representations of Hypertext Documents ACL 2018 HyTE: Hyperplane-based Temporally aware Knowledge Graph Embedding EMNLP 2018 ICON: Interactive Conversational Memory Network for Multimodal Emotion Detection EMNLP 2018 Identifying and Understanding User Reactions to Deceptive and Trusted Social News Sources ACL 2018 Identifying Risk Factors For Heart Disease in Electronic Medical Records: A Deep Learning Approach ACL 2018 IIIDYT at IEST 2018: Implicit Emotion Classification With Deep Contextualized Word Representations EMNLP 2018 IIT (BHU) Varanasi at MSR-SRST 2018: A Language Model Based Approach for Natural Language Generation ACL 2018 Image Collection Pop-Up: 3D Reconstruction and Clustering of Rigid and Non-Rigid Categories CVPR 2018 Image Generation From Scene Graphs CVPR 2018