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)

DeepI2P: Image-to-Point Cloud Registration via Deep Classification CVPR 2021 Deep Implicit Templates for 3D Shape Representation CVPR 2021 Deep Innovation Protection: Confronting the Credit Assignment Problem in Training Heterogeneous Neural Architectures AAAI 2021 Deep Jump Learning for Off-Policy Evaluation in Continuous Treatment Settings NeurIPS 2021 Deep Learning with Label Differential Privacy NeurIPS 2021 Deep Lesion Tracker: Monitoring Lesions in 4D Longitudinal Imaging Studies CVPR 2021 Deep Lucas-Kanade Homography for Multimodal Image Alignment CVPR 2021 Deeply Shape-Guided Cascade for Instance Segmentation CVPR 2021 Deep Metric Learning with Graph Consistency AAAI 2021 Deep Multi-Task Learning for Diabetic Retinopathy Grading in Fundus Images AAAI 2021 Deep Multi-Task Learning for Joint Localization, Perception, and Prediction CVPR 2021 Deep Mutual Information Maximin for Cross-Modal Clustering AAAI 2021 Deep Open Intent Classification with Adaptive Decision Boundary AAAI 2021 Deep Optimized Priors for 3D Shape Modeling and Reconstruction CVPR 2021 Deep Polarization Imaging for 3D Shape and SVBRDF Acquisition CVPR 2021 Deep Proxy Causal Learning and its Application to Confounded Bandit Policy Evaluation NeurIPS 2021 deepQuest-py: Large and Distilled Models for Quality Estimation EMNLP 2021 DeepRapper: Neural Rap Generation with Rhyme and Rhythm Modeling ACL 2021 Deep Reinforcement Learning for a Dictionary Based Compression Schema (Student Abstract) AAAI 2021 Deep Reinforcement Learning for Navigation in AAA Video Games IJCAI 2021 Deep Residual Learning in Spiking Neural Networks NeurIPS 2021 Deep Residual Reinforcement Learning (Extended Abstract) IJCAI 2021 Deep RGB-D Saliency Detection With Depth-Sensitive Attention and Automatic Multi-Modal Fusion CVPR 2021 DeepRobust: a Platform for Adversarial Attacks and Defenses AAAI 2021 Deep Spectral Ranking AISTATS 2021