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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)

Shape2Motion: Joint Analysis of Motion Parts and Attributes From 3D Shapes CVPR 2019 Show, Control and Tell: A Framework for Generating Controllable and Grounded Captions CVPR 2019 Signal-To-Noise Ratio: A Robust Distance Metric for Deep Metric Learning CVPR 2019 SIGNet: Semantic Instance Aided Unsupervised 3D Geometry Perception CVPR 2019 Sim2real transfer learning for 3D human pose estimation: motion to the rescue NeurIPS 2019 Similarity Based Auxiliary Classifier for Named Entity Recognition EMNLP 2019 Similarity Preserving Deep Asymmetric Quantization for Image Retrieval AAAI 2019 Simple and Effective Text Matching with Richer Alignment Features ACL 2019 SimpleDet: A Simple and Versatile Distributed Framework for Object Detection and Instance Recognition JMLR 2019 Simple, Scalable Adaptation for Neural Machine Translation EMNLP 2019 Simple Unsupervised Summarization by Contextual Matching ACL 2019 Sim-To-Real via Sim-To-Sim: Data-Efficient Robotic Grasping via Randomized-To-Canonical Adaptation Networks CVPR 2019 Simultaneously Optimizing Weight and Quantizer of Ternary Neural Network Using Truncated Gaussian Approximation CVPR 2019 Simultaneous Translation with Flexible Policy via Restricted Imitation Learning ACL 2019 Single-Frame Regularization for Temporally Stable CNNs CVPR 2019 Single Image Depth Estimation Trained via Depth From Defocus Cues CVPR 2019 Single Image Deraining: A Comprehensive Benchmark Analysis CVPR 2019 Single Image Reflection Removal Beyond Linearity CVPR 2019 Single Image Reflection Removal Exploiting Misaligned Training Data and Network Enhancements CVPR 2019 Single-Label Multi-Class Image Classification by Deep Logistic Regression AAAI 2019 Situational Fusion of Visual Representation for Visual Navigation ICCV 2019 SIXray: A Large-Scale Security Inspection X-Ray Benchmark for Prohibited Item Discovery in Overlapping Images CVPR 2019 Skeleton-Based Gesture Recognition Using Several Fully Connected Layers with Path Signature Features and Temporal Transformer Module AAAI 2019 Slice-based Learning: A Programming Model for Residual Learning in Critical Data Slices NeurIPS 2019 Sliced Wasserstein Discrepancy for Unsupervised Domain Adaptation CVPR 2019