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)

Mixed-domain Language Modeling for Processing Long Legal Documents EMNLP 2023 Mixed-Effect Thompson Sampling AISTATS 2023 Mixed-Initiative Multiagent Apprenticeship Learning for Human Training of Robot Teams NeurIPS 2023 Mixed Samples as Probes for Unsupervised Model Selection in Domain Adaptation NeurIPS 2023 MixPAVE: Mix-Prompt Tuning for Few-shot Product Attribute Value Extraction ACL 2023 MixReorg: Cross-Modal Mixed Patch Reorganization is a Good Mask Learner for Open-World Semantic Segmentation ICCV 2023 MixTEA: Semi-supervised Entity Alignment with Mixture Teaching EMNLP 2023 Mixture-of-Domain-Adapters: Decoupling and Injecting Domain Knowledge to Pre-trained Language Models’ Memories ACL 2023 MixVPR: Feature Mixing for Visual Place Recognition WACV 2023 (ML)$^2$P-Encoder: On Exploration of Channel-Class Correlation for Multi-Label Zero-Shot Learning CVPR 2023 M-L2O: Towards Generalizable Learning-to-Optimize by Test-Time Fast Self-Adaptation ICLR 2023 MLlab4CS at SemEval-2023 Task 2: Named Entity Recognition in Low-resource Language Bangla Using Multilingual Language Models SemEval 2023 ML Mob at SemEval-2023 Task 1: Probing CLIP on Visual Word-Sense Disambiguation SemEval 2023 MMANet: Margin-Aware Distillation and Modality-Aware Regularization for Incomplete Multimodal Learning CVPR 2023 MobileNMT: Enabling Translation in 15MB and 30ms ACL 2023 Mobile Robot Manipulation Using Pure Object Detection WACV 2023 Mobilizing Personalized Federated Learning in Infrastructure-Less and Heterogeneous Environments via Random Walk Stochastic ADMM NeurIPS 2023 Modality Adaption or Regularization? A Case Study on End-to-End Speech Translation ACL 2023 Model-agnostic Measure of Generalization Difficulty ICML 2023 Model Conversion via Differentially Private Data-Free Distillation IJCAI 2023 Model-enhanced Vector Index NeurIPS 2023 Modeling Inter-Class and Intra-Class Constraints in Novel Class Discovery CVPR 2023 Modeling Legal Reasoning: LM Annotation at the Edge of Human Agreement EMNLP 2023 Modeling with Homophily Driven Heterogeneous Data in Gossip Learning IJCAI 2023 Modelling the Reduplicating Lushootseed Morphology with an FST and LSTM ACL 2023