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)

Expanding Object Detector's Horizon: Incremental Learning Framework for Object Detection in Videos CVPR 2015 Expressing an Image Stream with a Sequence of Natural Sentences NeurIPS 2015 External Patch Prior Guided Internal Clustering for Image Denoising ICCV 2015 FaceNet: A Unified Embedding for Face Recognition and Clustering CVPR 2015 FAemb: A Function Approximation-Based Embedding Method for Image Retrieval CVPR 2015 Fast and Flexible Convolutional Sparse Coding CVPR 2015 Fast Classification Rates for High-dimensional Gaussian Generative Models NeurIPS 2015 Fine-Grained Recognition Without Part Annotations CVPR 2015 Fine-Grained Visual Categorization via Multi-Stage Metric Learning CVPR 2015 Flowing ConvNets for Human Pose Estimation in Videos ICCV 2015 FlowNet: Learning Optical Flow With Convolutional Networks ICCV 2015 Fully Convolutional Networks for Semantic Segmentation CVPR 2015 Global Supervised Descent Method CVPR 2015 Harvesting Discriminative Meta Objects With Deep CNN Features for Scene Classification ICCV 2015 Hessian-free Optimization for Learning Deep Multidimensional Recurrent Neural Networks NeurIPS 2015 Hierarchical Sparse Coding With Geometric Prior For Visual Geo-Location CVPR 2015 Hyper-Class Augmented and Regularized Deep Learning for Fine-Grained Image Classification CVPR 2015 Image Specificity CVPR 2015 Improving Image Classification With Location Context ICCV 2015 Improving Object Detection With Deep Convolutional Networks via Bayesian Optimization and Structured Prediction CVPR 2015 Inferring Algorithmic Patterns with Stack-Augmented Recurrent Nets NeurIPS 2015 Interaction Part Mining: A Mid-Level Approach for Fine-Grained Action Recognition CVPR 2015 Interactive Control of Diverse Complex Characters with Neural Networks NeurIPS 2015 Interleaved Text/Image Deep Mining on a Very Large-Scale Radiology Database CVPR 2015 Is Object Localization for Free? - Weakly-Supervised Learning With Convolutional Neural Networks CVPR 2015