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)

From Phonology to Syntax: Unsupervised Linguistic Typology at Different Levels with Language Embeddings NAACL 2018 From Source to Target and Back: Symmetric Bi-Directional Adaptive GAN CVPR 2018 Frustratingly Easy Model Ensemble for Abstractive Summarization EMNLP 2018 Frustum PointNets for 3D Object Detection From RGB-D Data CVPR 2018 Fully Convolutional Adaptation Networks for Semantic Segmentation CVPR 2018 Fully Neural Network Based Speech Recognition on Mobile and Embedded Devices NeurIPS 2018 Functional Map of the World CVPR 2018 Fusing Crowd Density Maps and Visual Object Trackers for People Tracking in Crowd Scenes CVPR 2018 Future Frame Prediction for Anomaly Detection – A New Baseline CVPR 2018 GANerated Hands for Real-Time 3D Hand Tracking From Monocular RGB CVPR 2018 Gaussian Process Prior Variational Autoencoders NeurIPS 2018 Generalisation in humans and deep neural networks NeurIPS 2018 Generalizing to Unseen Domains via Adversarial Data Augmentation NeurIPS 2018 Generate to Adapt: Aligning Domains Using Generative Adversarial Networks CVPR 2018 Generating Fine-Grained Open Vocabulary Entity Type Descriptions ACL 2018 Generating High-Quality Surface Realizations Using Data Augmentation and Factored Sequence Models ACL 2018 Generating Informative and Diverse Conversational Responses via Adversarial Information Maximization NeurIPS 2018 Generating More Interesting Responses in Neural Conversation Models with Distributional Constraints EMNLP 2018 Generating Topic-Oriented Summaries Using Neural Attention NAACL 2018 Generative Adversarial Positive-Unlabelled Learning IJCAI 2018 Genetic-Gated Networks for Deep Reinforcement Learning NeurIPS 2018 Genre Separation Network with Adversarial Training for Cross-genre Relation Extraction EMNLP 2018 Geometry-Aware Deep Network for Single-Image Novel View Synthesis CVPR 2018 Geometry-Aware Learning of Maps for Camera Localization CVPR 2018 Geometry Guided Convolutional Neural Networks for Self-Supervised Video Representation Learning CVPR 2018