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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)

A Span-based Multimodal Variational Autoencoder for Semi-supervised Multimodal Named Entity Recognition EMNLP 2022 A Span-level Bidirectional Network for Aspect Sentiment Triplet Extraction EMNLP 2022 Aspect Is Not You Need: No-aspect Differential Sentiment Framework for Aspect-based Sentiment Analysis NAACL 2022 Aspect-Opinion Sentiment Alignment for Cross-Domain Sentiment Analysis (Student Abstract) AAAI 2022 ASPiRe: Adaptive Skill Priors for Reinforcement Learning NeurIPS 2022 Assessing Multilingual Fairness in Pre-trained Multimodal Representations ACL 2022 Assist Non-native Viewers: Multimodal Cross-Lingual Summarization for How2 Videos EMNLP 2022 AssistSR: Task-oriented Video Segment Retrieval for Personal AI Assistant EMNLP 2022 Association Graph Learning for Multi-Task Classification with Category Shifts NeurIPS 2022 A Stitch in Time Saves Nine: A Train-Time Regularizing Loss for Improved Neural Network Calibration CVPR 2022 A Study on Entity Linking Across Domains: Which Data is Best for Fine-Tuning? ACL 2022 A Study on the Distribution of Social Biases in Self-Supervised Learning Visual Models CVPR 2022 A Style-Aware Discriminator for Controllable Image Translation CVPR 2022 A Subspace-Based Analysis of Structured and Unstructured Representations in Image-Text Retrieval EMNLP 2022 Asymptotics of ℓ_2 Regularized Network Embeddings NeurIPS 2022 AsyncFL: Asynchronous Federated Learning Using Majority Voting with Quantized Model Updates (Student Abstract) AAAI 2022 Asynchronous Personalized Federated Learning with Irregular Clients ACML 2022 A Tale of Color Variants: Representation and Self-Supervised Learning in Fashion E-commerce AAAI 2022 ATD: Augmenting CP Tensor Decomposition by Self Supervision NeurIPS 2022 A Token-level Reference-free Hallucination Detection Benchmark for Free-form Text Generation ACL 2022 A Transformational Biencoder with In-Domain Negative Sampling for Zero-Shot Entity Linking ACL 2022 Attacking Video Recognition Models with Bullet-Screen Comments AAAI 2022 Attack on Unfair ToS Clause Detection: A Case Study using Universal Adversarial Triggers EMNLP 2022 ATTEMPT: Parameter-Efficient Multi-task Tuning via Attentional Mixtures of Soft Prompts EMNLP 2022 Attention-based Neural Cellular Automata NeurIPS 2022