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)

Latent Bottlenecked Attentive Neural Processes ICLR 2023 Laughing Hyena Distillery: Extracting Compact Recurrences From Convolutions NeurIPS 2023 LAVA: Label-Efficient Visual Learning and Adaptation WACV 2023 LCT-1 at SemEval-2023 Task 10: Pre-training and Multi-task Learning for Sexism Detection and Classification SemEval 2023 L-DAWA: Layer-wise Divergence Aware Weight Aggregation in Federated Self-Supervised Visual Representation Learning ICCV 2023 LeadFL: Client Self-Defense against Model Poisoning in Federated Learning ICML 2023 LEALLA: Learning Lightweight Language-agnostic Sentence Embeddings with Knowledge Distillation EACL 2023 Learnability and Algorithm for Continual Learning ICML 2023 Learn from Yesterday: A Semi-supervised Continual Learning Method for Supervision-Limited Text-to-SQL Task Streams AAAI 2023 Learning Across Domains and Devices: Style-Driven Source-Free Domain Adaptation in Clustered Federated Learning WACV 2023 Learning Adaptive Neighborhoods for Graph Neural Networks ICCV 2023 Learning a Data-Driven Policy Network for Pre-Training Automated Feature Engineering ICLR 2023 Learning and Adapting Agile Locomotion Skills by Transferring Experience RSS 2023 Learning and Aggregating Lane Graphs for Urban Automated Driving CVPR 2023 Learning and processing the ordinal information of temporal sequences in recurrent neural circuits NeurIPS 2023 Learning an Explicit Hyper-parameter Prediction Function Conditioned on Tasks JMLR 2023 Learning Attention Propagation for Compositional Zero-Shot Learning WACV 2023 Learning by Analogy: Diverse Questions Generation in Math Word Problem ACL 2023 Learning Conditional Attributes for Compositional Zero-Shot Learning CVPR 2023 Learning Conflict-Noticed Architecture for Multi-Task Learning AAAI 2023 Learning Constraint Networks over Unknown Constraint Languages IJCAI 2023 Learning Cross-Modal Affinity for Referring Video Object Segmentation Targeting Limited Samples ICCV 2023 Learning Customized Visual Models With Retrieval-Augmented Knowledge CVPR 2023 Learning Efficient Truthful Mechanisms for Trading Networks IJCAI 2023 Learning Emotional Representations from Imbalanced Speech Data for Speech Emotion Recognition and Emotional Text-to-Speech Interspeech 2023