Skip to content
conftrace_

Learning Types

56,253 papers (3 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Self-Supervised Learning (8,965) Adversarial Learning (5,204) Unsupervised Learning (4,874) Transfer Learning (4,808) Weakly Supervised Learning (3,938) Contrastive Learning (3,748) Zero-Shot Learning (3,130) Semi-Supervised Learning (3,128) Reinforcement Learning (3,118) Multi-Task Learning (2,556) Evaluation (2,164) Continual Learning (2,107) Active Learning (1,983) Few-Shot Learning (1,840) Deep Learning (1,404) Online Learning (1,360) Multi-Armed Bandits (1,327) Multimodal Learning (1,289) Supervised Learning (986) Multi-Agent Systems (813) Uncertainty Quantification (805) Causal Inference (636) Robustness (576) Retrieval-Augmented Generation (565) Fine-Tuning (490) Ensemble Learning (482) In-Context Learning (439) Multi-Label Classification (430) Imitation Learning (387) Prompt Engineering (270) Multi-Lingual Learning (269) Distribution Shift (264) Reinforcement Learning from Human Feedback (209) Regularization (207) Exploration-Exploitation (203) Generative Models (200) Multi-Objective Optimization (185) Out-of-Distribution Detection (176) Sparse Learning (165) Sampling (150) Preference Learning (136) Offline Reinforcement Learning (130) Multi-Label Learning (128) Markov Decision Process (127) Neural Architecture Search (122) Multi-Instance Learning (121) Multi-View Learning (117) Robust Learning (110) Generative Model (110) Time Series (108) Large Language Models (104) Exploration (103) Hyperparameter Optimization (99) Machine Unlearning (95) Imbalanced Learning (93) Machine Translation (93) Multi-Class Classification (85) Differential Privacy (82) Time Series Analysis (71) Reasoning (70) Calibration (67) Structure Learning (66) Physics-Informed Learning (62) Class Imbalance (58) Model-Based RL (55) Interactive Learning (55) Multi-Domain Learning (47) Inverse Reinforcement Learning (46) Crowdsourcing (40) Off-Policy Learning (38) Label Noise (38) Noisy Label Learning (35) Offline RL (32) Attention (32) Evolutionary Algorithm (32) Decision Making (31) Policy Learning (30) Personalization (28) Low-Resource Learning (26) Collaborative Filtering (25) Self-Training (24) Sequential Modeling (24) Parameter Estimation (23) Survival Analysis (21) Machine Learning (20) Parameter-Efficient Fine-Tuning (20) Synthetic Data Generation (20) Annotation (18) Symbolic Regression (18) AutoML (16) Security (15) Multi-Source Learning (13) Distant Supervision (13) Text Generation (11) Distributional Reinforcement Learning (9) Sentiment Analysis (9) Multi-Hop Reasoning (9) Language Modeling (9) Code Generation (8) Multi-Object Tracking (8) Natural Language Inference (7) Chain-of-Thought (6) Question Answering (5)

Papers per year

1
20
220
477
4,652
9,258
2000
'5
'10
'15
'20
'25

Papers (including subtopics)

Advancements in Dueling Bandits IJCAI 2018 Advances and Challenges in Privacy Preserving Planning IJCAI 2018 AdvEntuRe: Adversarial Training for Textual Entailment with Knowledge-Guided Examples ACL 2018 Adversarial Active Learning for Sequences Labeling and Generation IJCAI 2018 Adversarial Attack on Graph Structured Data ICML 2018 Adversarial Attacks on Stochastic Bandits NeurIPS 2018 Adversarial Attribute-Image Person Re-identification IJCAI 2018 Adversarial Complementary Learning for Weakly Supervised Object Localization CVPR 2018 Adversarial Constraint Learning for Structured Prediction IJCAI 2018 Adversarial Contrastive Estimation ACL 2018 Adversarial Data Programming: Using GANs to Relax the Bottleneck of Curated Labeled Data CVPR 2018 Adversarial Domain Adaptation for Duplicate Question Detection EMNLP 2018 Adversarial Domain Adaptation for Variational Neural Language Generation in Dialogue Systems COLING 2018 Adversarial Dropout Regularization ICLR 2018 Adversarial Example Generation with Syntactically Controlled Paraphrase Networks NAACL 2018 Adversarial Examples that Fool both Computer Vision and Time-Limited Humans NeurIPS 2018 Adversarial Feature Adaptation for Cross-lingual Relation Classification COLING 2018 Adversarial Feature Augmentation for Unsupervised Domain Adaptation CVPR 2018 Adversarial Feature-Mapping for Speech Enhancement Interspeech 2018 Adversarial Learning with Local Coordinate Coding ICML 2018 Adversarially Learned One-Class Classifier for Novelty Detection CVPR 2018 Adversarially Occluded Samples for Person Re-Identification CVPR 2018 Adversarially Regularising Neural NLI Models to Integrate Logical Background Knowledge CoNLL 2018 Adversarially Regularized Autoencoders ICML 2018 Adversarially Regularized Graph Autoencoder for Graph Embedding IJCAI 2018