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)

Global Matching With Overlapping Attention for Optical Flow Estimation CVPR 2022 Global Normalization for Streaming Speech Recognition in a Modular Framework NeurIPS 2022 Globetrotter: Connecting Languages by Connecting Images CVPR 2022 Glottal inverse filtering based on articulatory synthesis and deep learning Interspeech 2022 G-MAP: General Memory-Augmented Pre-trained Language Model for Domain Tasks EMNLP 2022 GMN: Generative Multi-modal Network for Practical Document Information Extraction NAACL 2022 GMU-WLV at TSAR-2022 Shared Task: Evaluating Lexical Simplification Models EMNLP 2022 Go Back in Time: Generating Flashbacks in Stories with Event Temporal Prompts NAACL 2022 GPS: Genetic Prompt Search for Efficient Few-Shot Learning EMNLP 2022 GPT-D: Inducing Dementia-related Linguistic Anomalies by Deliberate Degradation of Artificial Neural Language Models ACL 2022 Gradient Based Activations for Accurate Bias-Free Learning AAAI 2022 Gradual (In)Compatibility of Fairness Criteria AAAI 2022 Grafting Pre-trained Models for Multimodal Headline Generation EMNLP 2022 GraftNet: Towards Domain Generalized Stereo Matching With a Broad-Spectrum and Task-Oriented Feature CVPR 2022 Graph Convolutional Networks with Dual Message Passing for Subgraph Isomorphism Counting and Matching AAAI 2022 Grapheme-to-Phoneme Conversion for Thai using Neural Regression Models NAACL 2022 Graph-Induced Transformers for Efficient Multi-Hop Question Answering EMNLP 2022 Graph Neural Controlled Differential Equations for Traffic Forecasting AAAI 2022 Graph Neural Networks with Adaptive Readouts NeurIPS 2022 Graph Pointer Neural Networks AAAI 2022 Graph Refinement for Coreference Resolution ACL 2022 Graph Sampling Based Deep Metric Learning for Generalizable Person Re-Identification CVPR 2022 Graph Structure Learning with Variational Information Bottleneck AAAI 2022 Graph Transplant: Node Saliency-Guided Graph Mixup with Local Structure Preservation AAAI 2022 Graph-Wise Common Latent Factor Extraction for Unsupervised Graph Representation Learning AAAI 2022