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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)

QEMind: Alibaba’s Submission to the WMT21 Quality Estimation Shared Task EMNLP 2021 Quality-Agnostic Image Recognition via Invertible Decoder CVPR 2021 Quality Estimation Using Dual Encoders with Transfer Learning EMNLP 2021 Quantifying and Avoiding Unfair Qualification Labour in Crowdsourcing ACL 2021 Quantifying the Benefit of Using Differentiable Learning over Tangent Kernels ICML 2021 Quantum Cognitively Motivated Decision Fusion for Video Sentiment Analysis AAAI 2021 Quasi-Dense Similarity Learning for Multiple Object Tracking CVPR 2021 Query-Memory Re-Aggregation for Weakly-supervised Video Object Segmentation AAAI 2021 Queue-Learning: A Reinforcement Learning Approach for Providing Quality of Service AAAI 2021 Racist or Sexist Meme? Classifying Memes beyond Hateful ACL 2021 Radar-Camera Pixel Depth Association for Depth Completion CVPR 2021 Railroad Is Not a Train: Saliency As Pseudo-Pixel Supervision for Weakly Supervised Semantic Segmentation CVPR 2021 RainBench: Towards Data-Driven Global Precipitation Forecasting from Satellite Imagery AAAI 2021 Rainbow Memory: Continual Learning With a Memory of Diverse Samples CVPR 2021 Raise a Child in Large Language Model: Towards Effective and Generalizable Fine-tuning EMNLP 2021 Randomized Ensembled Double Q-Learning: Learning Fast Without a Model ICLR 2021 Randomized Generation of Adversary-aware Fake Knowledge Graphs to Combat Intellectual Property Theft AAAI 2021 RangeIoUDet: Range Image Based Real-Time 3D Object Detector Optimized by Intersection Over Union CVPR 2021 RankDetNet: Delving Into Ranking Constraints for Object Detection CVPR 2021 RankDistil: Knowledge Distillation for Ranking AISTATS 2021 Ranking Neural Checkpoints CVPR 2021 RAST: Domain-Robust Dialogue Rewriting as Sequence Tagging EMNLP 2021 Rational LAMOL: A Rationale-based Lifelong Learning Framework ACL 2021 RAW-C: Relatedness of Ambiguous Words in Context (A New Lexical Resource for English) ACL 2021 Read Like Humans: Autonomous, Bidirectional and Iterative Language Modeling for Scene Text Recognition CVPR 2021