Skip to content
conftrace_

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)

Event2Mind: Commonsense Inference on Events, Intents, and Reactions ACL 2018 Evidential Deep Learning to Quantify Classification Uncertainty NeurIPS 2018 Evolved Policy Gradients NeurIPS 2018 Examining Temporality in Document Classification ACL 2018 Ex ante coordination and collusion in zero-sum multi-player extensive-form games NeurIPS 2018 Exemplar Encoder-Decoder for Neural Conversation Generation ACL 2018 Explicitly modeling case improves neural dependency parsing EMNLP 2018 Exploiting Common Characters in Chinese and Japanese to Learn Cross-Lingual Word Embeddings via Matrix Factorization ACL 2018 Exploiting Contextual Information via Dynamic Memory Network for Event Detection EMNLP 2018 Exploiting Deep Representations for Neural Machine Translation EMNLP 2018 Exploiting Document Knowledge for Aspect-level Sentiment Classification ACL 2018 Exploit the Unknown Gradually: One-Shot Video-Based Person Re-Identification by Stepwise Learning CVPR 2018 Exploring and Learning Suicidal Ideation Connotations on Social Media with Deep Learning EMNLP 2018 Exploring Disentangled Feature Representation Beyond Face Identification CVPR 2018 Exploring How Phone Classification Neural Networks Learn Phonetic Information by Visualising and Interpreting Bottleneck Features Interspeech 2018 Exploring Named Entity Recognition As an Auxiliary Task for Slot Filling in Conversational Language Understanding EMNLP 2018 Exploring Optimism and Pessimism in Twitter Using Deep Learning EMNLP 2018 Exponentially Weighted Imitation Learning for Batched Historical Data NeurIPS 2018 Extracting Action Sequences from Texts Based on Deep Reinforcement Learning IJCAI 2018 Extracting Entities and Relations with Joint Minimum Risk Training EMNLP 2018 Extracting Invariant Features From Images Using An Equivariant Autoencoder ACML 2018 Extracting Relationships by Multi-Domain Matching NeurIPS 2018 Extractive Summarization with SWAP-NET: Sentences and Words from Alternating Pointer Networks ACL 2018 Extreme Adaptation for Personalized Neural Machine Translation ACL 2018 Extrofitting: Enriching Word Representation and its Vector Space with Semantic Lexicons ACL 2018