conftrace_

Learning Paradigms

14,967 papers (9 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Transfer Learning (8,172) Few-Shot Learning (2,681) Meta-Learning (1,719) Federated Learning (1,560) Zero-Shot Learning (878) Continual Learning (189) Domain Adaptation (184) Self-Supervised Learning (158) Active Learning (154) Multi-Task Learning (145) Semi-Supervised Learning (86) In-Context Learning (53) Unsupervised Learning (53) Domain Generalization (26) Weakly Supervised Learning (23)

Papers per year

3

2

4

12

24

14

20

29

31

32

66

53

67

103

206

482

852

1,124

1,566

1,867

2,410

2,658

2,486

856

'5

'10

'15

'20

'25

Papers (including subtopics)

Learning to Infer from Unlabeled Data: A Semi-supervised Learning Approach for Robust Natural Language Inference EMNLP 2022 Learning to Infer Structures of Network Games ICML 2022 Learning To Learn and Remember Super Long Multi-Domain Task Sequence CVPR 2022 Learning To Learn by Jointly Optimizing Neural Architecture and Weights CVPR 2022 Learning to Learn Transferable Attack AAAI 2022 Learning to Perform Complex Tasks through Compositional Fine-Tuning of Language Models EMNLP 2022 Learning to Retrieve Passages without Supervision NAACL 2022 Learning to Sample and Aggregate: Few-shot Reasoning over Temporal Knowledge Graphs NeurIPS 2022 Learning to Schedule Learning rate with Graph Neural Networks ICLR 2022 Learning to Transfer with von Neumann Conditional Divergence AAAI 2022 Learning Transferable Human-Object Interaction Detector With Natural Language Supervision CVPR 2022 Learning transferable motor skills with hierarchical latent mixture policies ICLR 2022 Learning Unseen Emotions from Gestures via Semantically-Conditioned Zero-Shot Perception with Adversarial Autoencoders AAAI 2022 Learning Visualization Policies of Augmented Reality for Human-Robot Collaboration CoRL 2022 Learning What Not To Segment: A New Perspective on Few-Shot Segmentation CVPR 2022 Learn Locally, Correct Globally: A Distributed Algorithm for Training Graph Neural Networks ICLR 2022 Learn to Adapt for Generalized Zero-Shot Text Classification ACL 2022 Learn what matters: cross-domain imitation learning with task-relevant embeddings NeurIPS 2022 LEATHER: A Framework for Learning to Generate Human-like Text in Dialogue AACL 2022 LED down the rabbit hole: exploring the potential of global attention for biomedical multi-document summarisation COLING 2022 LEMON: Language-Based Environment Manipulation via Execution-Guided Pre-training EMNLP 2022 LEVEN: A Large-Scale Chinese Legal Event Detection Dataset ACL 2022 Leveraging a New Spanish Corpus for Multilingual and Cross-lingual Metaphor Detection CoNLL 2022 Leveraging Class Abstraction for Commonsense Reinforcement Learning via Residual Policy Gradient Methods IJCAI 2022 Leveraging Initial Hints for Free in Stochastic Linear Bandits ALT 2022