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)

DeepMatch: Balancing Deep Covariate Representations for Causal Inference Using Adversarial Training ICML 2020 Deep Message Passing on Sets AAAI 2020 DeepMet: A Reading Comprehension Paradigm for Token-level Metaphor Detection ACL 2020 Deep Metric Learning via Adaptive Learnable Assessment CVPR 2020 Deep Model-Based Reinforcement Learning via Estimated Uncertainty and Conservative Policy Optimization AAAI 2020 Deep MOS Predictor for Synthetic Speech Using Cluster-Based Modeling Interspeech 2020 Deep Multimodal Fusion by Channel Exchanging NeurIPS 2020 Deep Neural Network Approximated Dynamic Programming for Combinatorial Optimization AAAI 2020 Deep Object Co-Segmentation via Spatial-Semantic Network Modulation AAAI 2020 DeepPaperComposer: A Simple Solution for Training Data Preparation for Parsing Research Papers EMNLP 2020 Deep reconstruction of strange attractors from time series NeurIPS 2020 Deep Reinforcement Learning for Active Human Pose Estimation AAAI 2020 Deep Reinforcement Learning for General Game Playing AAAI 2020 Deep Reinforcement Learning with Robust and Smooth Policy ICML 2020 Deep Representation Learning on Long-Tailed Data: A Learnable Embedding Augmentation Perspective CVPR 2020 Deep Residual-Dense Lattice Network for Speech Enhancement AAAI 2020 Deep Semantic Clustering by Partition Confidence Maximisation CVPR 2020 Deep Spatial Gradient and Temporal Depth Learning for Face Anti-Spoofing CVPR 2020 Deep Statistical Solvers NeurIPS 2020 Deep Streaming Label Learning ICML 2020 Deepstrip: High-Resolution Boundary Refinement CVPR 2020 Deep Time-Stream Framework for Click-through Rate Prediction by Tracking Interest Evolution AAAI 2020 Deep Transformation-Invariant Clustering NeurIPS 2020 Deep Unfolding Network for Image Super-Resolution CVPR 2020 Deep Unsupervised Binary Coding Networks for Multivariate Time Series Retrieval AAAI 2020