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)

Self-Supervised Learning for Semi-Supervised Temporal Action Proposal CVPR 2021 Self-Supervised Learning of Depth Inference for Multi-View Stereo CVPR 2021 Self-Supervised Learning on 3D Point Clouds by Learning Discrete Generative Models CVPR 2021 Self-Supervised Learning with Data Augmentations Provably Isolates Content from Style NeurIPS 2021 Self-Supervised Monocular Depth Estimation for All Day Images Using Domain Separation ICCV 2021 Self-Supervised Multi-Frame Monocular Scene Flow CVPR 2021 Self-supervised Network Evolution for Few-shot Classification IJCAI 2021 Self-Supervised Neural Topic Modeling EMNLP 2021 Self-supervised Out-of-distribution Detection for Cardiac CMR Segmentation MIDL 2021 Self-Supervised Pillar Motion Learning for Autonomous Driving CVPR 2021 Self-supervised Pre-training and Contrastive Representation Learning for Multiple-choice Video QA AAAI 2021 Self-Supervised Prototype Representation Learning for Event-Based Corporate Profiling AAAI 2021 Self-Supervised Quality Estimation for Machine Translation EMNLP 2021 Self-Supervised Representation Learning From Flow Equivariance ICCV 2021 Self-Supervised Representation Learning on Neural Network Weights for Model Characteristic Prediction NeurIPS 2021 Self-Supervised Simultaneous Multi-Step Prediction of Road Dynamics and Cost Map CVPR 2021 Self-Supervised Sketch-to-Image Synthesis AAAI 2021 Self-Supervised Steering Angle Prediction for Vehicle Control Using Visual Odometry AISTATS 2021 Self-Supervised Training for Blind Multi-Frame Video Denoising WACV 2021 Self-Supervised Video GANs: Learning for Appearance Consistency and Motion Coherency CVPR 2021 Self-Supervised Video Hashing via Bidirectional Transformers CVPR 2021 Self-Supervised Video Representation Learning by Context and Motion Decoupling CVPR 2021 Self-Supervised Video Representation Learning with Constrained Spatiotemporal Jigsaw IJCAI 2021 Self-Supervised Visibility Learning for Novel View Synthesis CVPR 2021 Self-supervised Visual Reinforcement Learning with Object-centric Representations ICLR 2021