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)

Integrating Demand Response and Renewable Energy In Wholesale Market IJCAI 2018 Integrating Spectral and Spatial Features for Multi-Channel Speaker Separation Interspeech 2018 Intent Discovery Through Unsupervised Semantic Text Clustering Interspeech 2018 Interactive Algorithms: Pool, Stream and Precognitive Stream JMLR 2018 Interactive Image Segmentation With Latent Diversity CVPR 2018 Interactive Learning and Decision Making: Foundations, Insights & Challenges IJCAI 2018 Interactive Optimal Teaching with Unknown Learners IJCAI 2018 Interactive Structure Learning with Structural Query-by-Committee NeurIPS 2018 Inter and Intra Topic Structure Learning with Word Embeddings ICML 2018 Interpretable Adversarial Perturbation in Input Embedding Space for Text IJCAI 2018 Intersection-Validation: A Method for Evaluating Structure Learning without Ground Truth AISTATS 2018 Intervals of Causal Effects for Learning Causal Graphical Models PGM 2018 Intrinsic Motivation and Automatic Curricula via Asymmetric Self-Play ICLR 2018 Introspection for convolutional automatic speech recognition EMNLP 2018 Invariant Models for Causal Transfer Learning JMLR 2018 Invariant Representations without Adversarial Training NeurIPS 2018 InverseFaceNet: Deep Monocular Inverse Face Rendering CVPR 2018 Investigating Capsule Networks with Dynamic Routing for Text Classification EMNLP 2018 Investigating NP-Chunking with Universal Dependencies for English EMNLP 2018 Investigating the Challenges of Temporal Relation Extraction from Clinical Text EMNLP 2018 Investigating the Role of Argumentation in the Rhetorical Analysis of Scientific Publications with Neural Multi-Task Learning Models EMNLP 2018 Investigation on Bandwidth Extension for Speaker Recognition Interspeech 2018 Irony Detector at SemEval-2018 Task 3: Irony Detection in English Tweets using Word Graph SemEval 2018 Is Generator Conditioning Causally Related to GAN Performance? ICML 2018 Isomorphic Transfer of Syntactic Structures in Cross-Lingual NLP ACL 2018