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)

Low-rank passthrough neural networks ACL 2018 Low-Resource Machine Transliteration Using Recurrent Neural Networks of Asian Languages ACL 2018 Low-Shot Learning From Imaginary Data CVPR 2018 Low-Shot Learning With Imprinted Weights CVPR 2018 Low-Shot Learning With Large-Scale Diffusion CVPR 2018 LRMM: Learning to Recommend with Missing Modalities EMNLP 2018 LSDSCC: a Large Scale Domain-Specific Conversational Corpus for Response Generation with Diversity Oriented Evaluation Metrics NAACL 2018 LSTMs Exploit Linguistic Attributes of Data ACL 2018 M3: Multimodal Memory Modelling for Video Captioning CVPR 2018 Machine Theory of Mind ICML 2018 Macquarie University at BioASQ 6b: Deep learning and deep reinforcement learning for query-based summarisation EMNLP 2018 Magnitude: A Fast, Efficient Universal Vector Embedding Utility Package EMNLP 2018 Making Convolutional Networks Recurrent for Visual Sequence Learning CVPR 2018 Manifold-tiling Localized Receptive Fields are Optimal in Similarity-preserving Neural Networks NeurIPS 2018 Mapping Images to Scene Graphs with Permutation-Invariant Structured Prediction NeurIPS 2018 Marian: Cost-effective High-Quality Neural Machine Translation in C++ ACL 2018 Marian: Fast Neural Machine Translation in C++ ACL 2018 Marrying Up Regular Expressions with Neural Networks: A Case Study for Spoken Language Understanding ACL 2018 Mask-Guided Contrastive Attention Model for Person Re-Identification CVPR 2018 Massively Parallel Cross-Lingual Learning in Low-Resource Target Language Translation EMNLP 2018 Matching Adversarial Networks CVPR 2018 Matryoshka Networks: Predicting 3D Geometry via Nested Shape Layers CVPR 2018 Maximum Causal Tsallis Entropy Imitation Learning NeurIPS 2018 Maximum Classifier Discrepancy for Unsupervised Domain Adaptation CVPR 2018 Maximum-Entropy Fine Grained Classification NeurIPS 2018