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)

Visual Recognition by Learning From Web Data: A Weakly Supervised Domain Generalization Approach CVPR 2015 Visual Saliency Based on Multiscale Deep Features CVPR 2015 Watch-n-Patch: Unsupervised Understanding of Actions and Relations CVPR 2015 Weakly-Supervised Alignment of Video With Text ICCV 2015 Weakly-supervised Disentangling with Recurrent Transformations for 3D View Synthesis NeurIPS 2015 Weakly Supervised Localization of Novel Objects Using Appearance Transfer CVPR 2015 Weakly Supervised Object Detection With Convex Clustering CVPR 2015 Weakly Supervised Semantic Segmentation for Social Images CVPR 2015 Web-Scale Training for Face Identification CVPR 2015 Winner-Take-All Autoencoders NeurIPS 2015 6 Seconds of Sound and Vision: Creativity in Micro-Videos CVPR 2014 A Compositional Model for Low-Dimensional Image Set Representation CVPR 2014 Actionness Ranking with Lattice Conditional Ordinal Random Fields CVPR 2014 Active Sampling for Subjective Image Quality Assessment CVPR 2014 A Deep Semi-NMF Model for Learning Hidden Representations ICML 2014 A Multiplicative Model for Learning Distributed Text-Based Attribute Representations NeurIPS 2014 Analysis of Learning from Positive and Unlabeled Data NeurIPS 2014 An Autoencoder Approach to Learning Bilingual Word Representations NeurIPS 2014 A statistical model for tensor PCA NeurIPS 2014 Attentional Neural Network: Feature Selection Using Cognitive Feedback NeurIPS 2014 Automatic Feature Learning for Robust Shadow Detection CVPR 2014 Avoiding pathologies in very deep networks AISTATS 2014 Bags of Spacetime Energies for Dynamic Scene Recognition CVPR 2014 BING: Binarized Normed Gradients for Objectness Estimation at 300fps CVPR 2014 Blind Image Quality Assessment using Semi-supervised Rectifier Networks CVPR 2014