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

1

22

25

29

26

38

46

60

109

129

179

310

686

1,294

2,286

3,018

3,254

3,930

4,067

4,819

5,737

2,605

'10

'15

'20

'25

Papers (including subtopics)

Attention-Based Multi-Context Guiding for Few-Shot Semantic Segmentation AAAI 2019 Attention Guided Imitation Learning and Reinforcement Learning AAAI 2019 Attention Optimization for Abstractive Document Summarization EMNLP 2019 Attentive Region Embedding Network for Zero-Shot Learning CVPR 2019 Attentive Single-Tasking of Multiple Tasks CVPR 2019 Attentive Tensor Product Learning AAAI 2019 Attribute-Driven Feature Disentangling and Temporal Aggregation for Video Person Re-Identification CVPR 2019 A Two-Stream Mutual Attention Network for Semi-Supervised Biomedical Segmentation with Noisy Labels AAAI 2019 Audio Visual Scene-Aware Dialog CVPR 2019 Augmented Neural ODEs NeurIPS 2019 Augmenting Neural Networks with First-order Logic ACL 2019 A Unified Multi-task Adversarial Learning Framework for Pharmacovigilance Mining ACL 2019 A Unified Neural Coherence Model EMNLP 2019 AutoAssist: A Framework to Accelerate Training of Deep Neural Networks NeurIPS 2019 AutoAugment: Learning Augmentation Strategies From Data CVPR 2019 Auto-DeepLab: Hierarchical Neural Architecture Search for Semantic Image Segmentation CVPR 2019 Auto-Encoding Scene Graphs for Image Captioning CVPR 2019 Auto-Encoding Total Correlation Explanation AISTATS 2019 AutoLoss: Learning Discrete Schedule for Alternate Optimization ICLR 2019 Automated Chess Commentator Powered by Neural Chess Engine ACL 2019 Automatically Learning Data Augmentation Policies for Dialogue Tasks EMNLP 2019 Automatic Detection and Compression for Passive Acoustic Monitoring of the African Forest Elephant AAAI 2019 Automatic Face Aging in Videos via Deep Reinforcement Learning CVPR 2019 Automatic Gender Identification and Reinflection in Arabic ACL 2019 Automatic Generation of Chinese Short Product Titles for Mobile Display AAAI 2019