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)

Weakly-Supervised Action Localization by Generative Attention Modeling CVPR 2020 Weakly Supervised Clustering by Exploiting Unique Class Count ICLR 2020 Weakly Supervised Discriminative Feature Learning With State Information for Person Identification CVPR 2020 Weakly Supervised Disentanglement by Pairwise Similarities AAAI 2020 Weakly-Supervised Domain Adaptation via GAN and Mesh Model for Estimating 3D Hand Poses Interacting Objects CVPR 2020 Weakly Supervised Few-shot Object Segmentation using Co-Attention with Visual and Semantic Embeddings IJCAI 2020 Weakly Supervised Fine-Grained Image Classification via Guassian Mixture Model Oriented Discriminative Learning CVPR 2020 Weakly Supervised Local-Global Relation Network for Facial Expression Recognition IJCAI 2020 Weakly-Supervised Mesh-Convolutional Hand Reconstruction in the Wild CVPR 2020 Weakly-Supervised Opinion Summarization by Leveraging External Information AAAI 2020 Weakly Supervised Semantic Point Cloud Segmentation: Towards 10x Fewer Labels CVPR 2020 Weakly-Supervised Semantic Segmentation via Sub-Category Exploration CVPR 2020 Weakly-Supervised Video Moment Retrieval via Semantic Completion Network AAAI 2020 Weakly-Supervised Video Re-Localization with Multiscale Attention Model AAAI 2020 Weak Supervision for Fake News Detection via Reinforcement Learning AAAI 2020 Webly Supervised Knowledge Embedding Model for Visual Reasoning CVPR 2020 Web-Supervised Network with Softly Update-Drop Training for Fine-Grained Visual Classification AAAI 2020 We Can Detect Your Bias: Predicting the Political Ideology of News Articles EMNLP 2020 WeChat Neural Machine Translation Systems for WMT20 EMNLP 2020 Weighted-Sampling Audio Adversarial Example Attack AAAI 2020 What Can Be Transferred: Unsupervised Domain Adaptation for Endoscopic Lesions Segmentation CVPR 2020 What Does BERT with Vision Look At? ACL 2020 What Happens To BERT Embeddings During Fine-tuning? EMNLP 2020 What Have We Achieved on Text Summarization? EMNLP 2020 What is Learned in Visually Grounded Neural Syntax Acquisition ACL 2020