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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)

SCAR: Sentence Compression using Autoencoders for Reconstruction ACL 2020 Scattering GCN: Overcoming Oversmoothness in Graph Convolutional Networks NeurIPS 2020 SCDE: Sentence Cloze Dataset with High Quality Distractors From Examinations ACL 2020 Scene-Adaptive Video Frame Interpolation via Meta-Learning CVPR 2020 Scene Recomposition by Learning-Based ICP CVPR 2020 Script Induction as Association Rule Mining ACL 2020 ScriptWriter: Narrative-Guided Script Generation ACL 2020 SDC-Depth: Semantic Divide-and-Conquer Network for Monocular Depth Estimation CVPR 2020 SDFDiff: Differentiable Rendering of Signed Distance Fields for 3D Shape Optimization CVPR 2020 SEAN: Image Synthesis With Semantic Region-Adaptive Normalization CVPR 2020 Searching for Actions on the Hyperbole CVPR 2020 Searching for a Search Method: Benchmarking Search Algorithms for Generating NLP Adversarial Examples EMNLP 2020 Search to Distill: Pearls Are Everywhere but Not the Eyes CVPR 2020 Second-Order NLP Adversarial Examples EMNLP 2020 Seeing Through Fog Without Seeing Fog: Deep Multimodal Sensor Fusion in Unseen Adverse Weather CVPR 2020 Seeing Voices and Hearing Voices: Learning Discriminative Embeddings Using Cross-Modal Self-Supervision Interspeech 2020 Seeing without Looking: Contextual Rescoring of Object Detections for AP Maximization CVPR 2020 SegGCN: Efficient 3D Point Cloud Segmentation With Fuzzy Spherical Kernel CVPR 2020 Segment Aggregation for Short Utterances Speaker Verification Using Raw Waveforms Interspeech 2020 Segment-Level Effects of Gender, Nationality and Emotion Information on Text-Independent Speaker Verification Interspeech 2020 Selecting Backtranslated Data from Multiple Sources for Improved Neural Machine Translation ACL 2020 Selective Transfer With Reinforced Transfer Network for Partial Domain Adaptation CVPR 2020 Self2Self With Dropout: Learning Self-Supervised Denoising From Single Image CVPR 2020 Self-Adversarial Learning with Comparative Discrimination for Text Generation ICLR 2020 Self-Attention ConvLSTM for Spatiotemporal Prediction AAAI 2020