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)

Multi-Domain Generalized Graph Meta Learning AAAI 2023 Multi-Environment Pretraining Enables Transfer to Action Limited Datasets ICML 2023 Multi-Event Video-Text Retrieval ICCV 2023 Multi-Frequency Representation Enhancement with Privilege Information for Video Super-Resolution ICCV 2023 Multi-grained Temporal Prototype Learning for Few-shot Video Object Segmentation ICCV 2023 Multi-Head Adapter Routing for Cross-Task Generalization NeurIPS 2023 Multi-Label Compound Expression Recognition: C-EXPR Database & Network CVPR 2023 Multi-Label Few-Shot ICD Coding as Autoregressive Generation with Prompt AAAI 2023 Multi-lect automatic detection of Swadesh list items from raw corpus data in East Slavic languages EMNLP 2023 Multilingual Clinical NER: Translation or Cross-lingual Transfer? ACL 2023 Multilingual Content Moderation: A Case Study on Reddit EACL 2023 Multilingual End-to-end Dependency Parsing with Linguistic Typology knowledge EACL 2023 Multilingual estimation of political-party positioning: From label aggregation to long-input Transformers EMNLP 2023 Multi-lingual Evaluation of Code Generation Models ICLR 2023 Multilingual LLMs are Better Cross-lingual In-context Learners with Alignment ACL 2023 Multilingual Normalization of Temporal Expressions with Masked Language Models EACL 2023 Multilingual Pre-training with Self-supervision from Global Co-occurrence Information ACL 2023 Multi-Metrics Adaptively Identifies Backdoors in Federated Learning ICCV 2023 Multi-Modal Continual Test-Time Adaptation for 3D Semantic Segmentation ICCV 2023 Multimodal Deep Generative Models for Remote Medical Applications AAAI 2023 Multimodal Embodied Plan Prediction Augmented with Synthetic Embodied Dialogue EMNLP 2023 Multi-Modal Inverse Constrained Reinforcement Learning from a Mixture of Demonstrations NeurIPS 2023 Multimodality Helps Unimodality: Cross-Modal Few-Shot Learning With Multimodal Models CVPR 2023 Multimodal Optimal Transport-based Co-Attention Transformer with Global Structure Consistency for Survival Prediction ICCV 2023 Multi-Modal Protein Knowledge Graph Construction and Applications (Student Abstract) AAAI 2023