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)

Learning Depth From Monocular Videos Using Direct Methods CVPR 2018 Learning Descriptor Networks for 3D Shape Synthesis and Analysis CVPR 2018 Learning Diffusion using Hyperparameters ICML 2018 Learning Distributional Token Representations from Visual Features ACL 2018 Learning Dual Convolutional Neural Networks for Low-Level Vision CVPR 2018 Learning End-to-End Goal-Oriented Dialog with Multiple Answers EMNLP 2018 Learning from Between-class Examples for Deep Sound Recognition ICLR 2018 Learning From Millions of 3D Scans for Large-Scale 3D Face Recognition CVPR 2018 Learning From Synthetic Data: Addressing Domain Shift for Semantic Segmentation CVPR 2018 Learning Gender-Neutral Word Embeddings EMNLP 2018 Learning Hierarchical Structures On-The-Fly with a Recurrent-Recursive Model for Sequences ACL 2018 Learning How to Actively Learn: A Deep Imitation Learning Approach ACL 2018 Learning Intelligent Dialogs for Bounding Box Annotation CVPR 2018 Learning Intrinsic Image Decomposition From Watching the World CVPR 2018 Learning Latent Permutations with Gumbel-Sinkhorn Networks ICLR 2018 Learning Latent Semantic Annotations for Grounding Natural Language to Structured Data EMNLP 2018 Learning Latent Super-Events to Detect Multiple Activities in Videos CVPR 2018 Learning Longer-term Dependencies in RNNs with Auxiliary Losses ICML 2018 Learning Matching Models with Weak Supervision for Response Selection in Retrieval-based Chatbots ACL 2018 Learning Monocular 3D Human Pose Estimation From Multi-View Images CVPR 2018 Learning Neural Representation for CLIR with Adversarial Framework EMNLP 2018 Learning Pixel-Level Semantic Affinity With Image-Level Supervision for Weakly Supervised Semantic Segmentation CVPR 2018 Learning Pose Specific Representations by Predicting Different Views CVPR 2018 Learning Representations for Detecting Abusive Language EMNLP 2018 Learning Rich Features for Image Manipulation Detection CVPR 2018