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)

PiCANet: Learning Pixel-Wise Contextual Attention for Saliency Detection CVPR 2018 PieAPP: Perceptual Image-Error Assessment Through Pairwise Preference CVPR 2018 Pix3D: Dataset and Methods for Single-Image 3D Shape Modeling CVPR 2018 PixelNN: Example-based Image Synthesis ICLR 2018 Pixels, Voxels, and Views: A Study of Shape Representations for Single View 3D Object Shape Prediction CVPR 2018 Playing hard exploration games by watching YouTube NeurIPS 2018 PointCNN: Convolution On X-Transformed Points NeurIPS 2018 Pointwise Convolutional Neural Networks CVPR 2018 Poison Frogs! Targeted Clean-Label Poisoning Attacks on Neural Networks NeurIPS 2018 Policy Optimization with Second-Order Advantage Information IJCAI 2018 Polyglot Semantic Role Labeling ACL 2018 Pose-Robust Face Recognition via Deep Residual Equivariant Mapping CVPR 2018 Positive and Unlabeled Learning via Loss Decomposition and Centroid Estimation IJCAI 2018 Post: Device Placement with Cross-Entropy Minimization and Proximal Policy Optimization NeurIPS 2018 PoTion: Pose MoTion Representation for Action Recognition CVPR 2018 PPFNet: Global Context Aware Local Features for Robust 3D Point Matching CVPR 2018 Practical Block-Wise Neural Network Architecture Generation CVPR 2018 Practical Deep Stereo (PDS): Toward applications-friendly deep stereo matching NeurIPS 2018 prDeep: Robust Phase Retrieval with a Flexible Deep Network ICML 2018 Predicting Brain Activation with WordNet Embeddings ACL 2018 Predicting Concreteness and Imageability of Words Within and Across Languages via Word Embeddings ACL 2018 Predicting News Headline Popularity with Syntactic and Semantic Knowledge Using Multi-Task Learning EMNLP 2018 Prediction Improves Simultaneous Neural Machine Translation EMNLP 2018 Pretraining Sentiment Classifiers with Unlabeled Dialog Data ACL 2018 Privacy-preserving Neural Representations of Text EMNLP 2018