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)

Pre-activation Distributions Expose Backdoor Neurons NeurIPS 2022 Precisely the Point: Adversarial Augmentations for Faithful and Informative Text Generation EMNLP 2022 Predicate-Argument Based Bi-Encoder for Paraphrase Identification ACL 2022 Predicting Prerequisite Relations for Unseen Concepts EMNLP 2022 Predicting Sentence Deletions for Text Simplification Using a Functional Discourse Structure ACL 2022 Predicting the Influence of Fake and Real News Spreaders (Student Abstract) AAAI 2022 Prediction Difference Regularization against Perturbation for Neural Machine Translation ACL 2022 Predictive Maintenance for General Aviation Using Convolutional Transformers AAAI 2022 Preemptive Image Robustification for Protecting Users against Man-in-the-Middle Adversarial Attacks AAAI 2022 Premise-based Multimodal Reasoning: Conditional Inference on Joint Textual and Visual Clues ACL 2022 Pre-Trained Image Encoder for Generalizable Visual Reinforcement Learning NeurIPS 2022 Pretrained Language Model in Continual Learning: A Comparative Study ICLR 2022 Pre-Trained Language Models for Interactive Decision-Making NeurIPS 2022 Pretrained Speech Encoders and Efficient Fine-tuning Methods for Speech Translation: UPC at IWSLT 2022 ACL 2022 Pre-trained Token-replaced Detection Model as Few-shot Learner COLING 2022 Pretraining Text Encoders with Adversarial Mixture of Training Signal Generators ICLR 2022 Pre-Training Transformer Decoder for End-to-End ASR Model with Unpaired Speech Data Interspeech 2022 Pre-Train Your Loss: Easy Bayesian Transfer Learning with Informative Priors NeurIPS 2022 PRHLT’s Submission to WLAC 2022 EMNLP 2022 Primitive3D: 3D Object Dataset Synthesis From Randomly Assembled Primitives CVPR 2022 Principled Paraphrase Generation with Parallel Corpora ACL 2022 Prior-Guided Transfer Learning for Enhancing Item Representation in E-commerce AAAI 2022 PRISM: Pre-trained Indeterminate Speaker Representation Model for Speaker Diarization and Speaker Verification Interspeech 2022 Privacy-Preserving Face Recognition in the Frequency Domain AAAI 2022 Prix-LM: Pretraining for Multilingual Knowledge Base Construction ACL 2022