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)

DeLiGAN : Generative Adversarial Networks for Diverse and Limited Data CVPR 2017 Demographic Inference on Twitter using Recursive Neural Networks ACL 2017 Dense Captioning With Joint Inference and Visual Context CVPR 2017 Densely Connected Convolutional Networks CVPR 2017 DenseReg: Fully Convolutional Dense Shape Regression In-The-Wild CVPR 2017 Deriving continous grounded meaning representations from referentially structured multimodal contexts EMNLP 2017 Detecting Oriented Text in Natural Images by Linking Segments CVPR 2017 Detecting Overlapped Speech on Short Timeframes Using Deep Learning Interspeech 2017 Detect, Replace, Refine: Deep Structured Prediction for Pixel Wise Labeling CVPR 2017 Differentiable Scheduled Sampling for Credit Assignment ACL 2017 Dilated Recurrent Neural Networks NeurIPS 2017 Dilated Residual Networks CVPR 2017 Direct Modelling of Magnitude and Phase Spectra for Statistical Parametric Speech Synthesis Interspeech 2017 Discourse Mode Identification in Essays ACL 2017 Discretely Coding Semantic Rank Orders for Supervised Image Hashing CVPR 2017 Discriminative Correlation Filter With Channel and Spatial Reliability CVPR 2017 Discriminative Covariance Oriented Representation Learning for Face Recognition With Image Sets CVPR 2017 Disentangled Representation Learning GAN for Pose-Invariant Face Recognition CVPR 2017 Disguise Adversarial Networks for Click-through Rate Prediction IJCAI 2017 Distinguishing Japanese Non-standard Usages from Standard Ones EMNLP 2017 Distral: Robust multitask reinforcement learning NeurIPS 2017 Diversity driven attention model for query-based abstractive summarization ACL 2017 DOC: Deep Open Classification of Text Documents EMNLP 2017 Domain Adaptation by Mixture of Alignments of Second- or Higher-Order Scatter Tensors CVPR 2017 Domain Attention with an Ensemble of Experts ACL 2017