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)

Unsupervised Learning of Disentangled and Interpretable Representations from Sequential Data NeurIPS 2017 Unsupervised Learning of Disentangled Representations from Video NeurIPS 2017 Unsupervised Learning of Long-Term Motion Dynamics for Videos CVPR 2017 Unsupervised learning of object frames by dense equivariant image labelling NeurIPS 2017 Unsupervised Part Learning for Visual Recognition CVPR 2017 Unsupervised Pretraining for Sequence to Sequence Learning EMNLP 2017 Unsupervised Transformation Learning via Convex Relaxations NeurIPS 2017 Unsupervised Video Summarization With Adversarial LSTM Networks CVPR 2017 UntrimmedNets for Weakly Supervised Action Recognition and Detection CVPR 2017 Using millions of emoji occurrences to learn any-domain representations for detecting sentiment, emotion and sarcasm EMNLP 2017 Using Ranking-CNN for Age Estimation CVPR 2017 Using Target-side Monolingual Data for Neural Machine Translation through Multi-task Learning EMNLP 2017 VAIN: Attentional Multi-agent Predictive Modeling NeurIPS 2017 Vancouver Welcomes You! Minimalist Location Metonymy Resolution ACL 2017 Variational Bayesian Multiple Instance Learning With Gaussian Processes CVPR 2017 Variational Memory Addressing in Generative Models NeurIPS 2017 VEEGAN: Reducing Mode Collapse in GANs using Implicit Variational Learning NeurIPS 2017 Very Low Resource Radio Browsing for Agile Developmental and Humanitarian Monitoring Interspeech 2017 Video2Shop: Exact Matching Clothes in Videos to Online Shopping Images CVPR 2017 Video Captioning With Transferred Semantic Attributes CVPR 2017 Video Highlight Prediction Using Audience Chat Reactions EMNLP 2017 Visual Translation Embedding Network for Visual Relation Detection CVPR 2017 Voice Conversion Using Sequence-to-Sequence Learning of Context Posterior Probabilities Interspeech 2017 Wasserstein Generative Adversarial Networks ICML 2017 Watset: Automatic Induction of Synsets from a Graph of Synonyms ACL 2017