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)

Pulling Things out of Perspective CVPR 2014 Quasi Real-Time Summarization for Consumer Videos CVPR 2014 QUIC & DIRTY: A Quadratic Approximation Approach for Dirty Statistical Models NeurIPS 2014 Randomized Nonlinear Component Analysis ICML 2014 Recognizing RGB Images by Learning from RGB-D Data CVPR 2014 Recurrent Models of Visual Attention NeurIPS 2014 Recursive Context Propagation Network for Semantic Scene Labeling NeurIPS 2014 Reducing the Rank in Relational Factorization Models by Including Observable Patterns NeurIPS 2014 Region-based Discriminative Feature Pooling for Scene Text Recognition CVPR 2014 Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation CVPR 2014 Robust Logistic Regression and Classification NeurIPS 2014 Robust Scale Estimation in Real-Time Monocular SFM for Autonomous Driving CVPR 2014 Scalable Object Detection using Deep Neural Networks CVPR 2014 Searching for Higgs Boson Decay Modes with Deep Learning NeurIPS 2014 Seeing What You're Told: Sentence-Guided Activity Recognition In Video CVPR 2014 Self-Adaptable Templates for Feature Coding NeurIPS 2014 Self-Paced Learning with Diversity NeurIPS 2014 Semi-supervised Learning with Deep Generative Models NeurIPS 2014 Sequence to Sequence Learning with Neural Networks NeurIPS 2014 Shrinkage Fields for Effective Image Restoration CVPR 2014 Simultaneous Localization and Calibration: Self-Calibration of Consumer Depth Cameras CVPR 2014 Single Image Super-resolution using Deformable Patches CVPR 2014 Socially-aware Large-scale Crowd Forecasting CVPR 2014 Spectral Clustering of graphs with the Bethe Hessian NeurIPS 2014 Top Rank Optimization in Linear Time NeurIPS 2014