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

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'20

'25

Papers (including subtopics)

Kernel Fusion for Better Image Deblurring CVPR 2015 Landmarks-Based Kernelized Subspace Alignment for Unsupervised Domain Adaptation CVPR 2015 Large-Scale Damage Detection Using Satellite Imagery CVPR 2015 Learning Analysis-by-Synthesis for 6D Pose Estimation in RGB-D Images ICCV 2015 Learning a Non-Linear Knowledge Transfer Model for Cross-View Action Recognition CVPR 2015 Learning Continuous Control Policies by Stochastic Value Gradients NeurIPS 2015 Learning Deep Representations for Ground-to-Aerial Geolocalization CVPR 2015 Learning From Massive Noisy Labeled Data for Image Classification CVPR 2015 Learning Graph Structure for Multi-Label Image Classification via Clique Generation CVPR 2015 Learning Informative Edge Maps for Indoor Scene Layout Prediction ICCV 2015 Learning Lightness From Human Judgement on Relative Reflectance CVPR 2015 Learning Multiple Visual Tasks While Discovering Their Structure CVPR 2015 Learning Semantic Relationships for Better Action Retrieval in Images CVPR 2015 Learning to Compare Image Patches via Convolutional Neural Networks CVPR 2015 Learning to Linearize Under Uncertainty NeurIPS 2015 Learning to Transduce with Unbounded Memory NeurIPS 2015 Learning Wake-Sleep Recurrent Attention Models NeurIPS 2015 Learning with Relaxed Supervision NeurIPS 2015 Learning with Symmetric Label Noise: The Importance of Being Unhinged NeurIPS 2015 Max-Margin Deep Generative Models NeurIPS 2015 Metric Imitation by Manifold Transfer for Efficient Vision Applications CVPR 2015 Mid-Level Deep Pattern Mining CVPR 2015 Mind the Gap: A Generative Approach to Interpretable Feature Selection and Extraction NeurIPS 2015 Modeling Video Evolution for Action Recognition CVPR 2015 Multi-Manifold Deep Metric Learning for Image Set Classification CVPR 2015