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)

Bootstrapping Autonomous Driving Radars with Self-Supervised Learning CVPR 2024 Bootstrapping Large Language Models for Radiology Report Generation AAAI 2024 Bootstrapping Syntactic Resources from isiZulu to Siswati COLING 2024 Bootstrapping UMR Annotations for Arapaho from Language Documentation Resources COLING 2024 Born a BabyNet with Hierarchical Parental Supervision for End-to-End Text Image Machine Translation COLING 2024 Boundary Matters: A Bi-Level Active Finetuning Method NeurIPS 2024 BP4ER: Bootstrap Prompting for Explicit Reasoning in Medical Dialogue Generation COLING 2024 Breaking Barriers of System Heterogeneity: Straggler-Tolerant Multimodal Federated Learning via Knowledge Distillation IJCAI 2024 Breaking Language Barriers: Cross-Lingual Continual Pre-Training at Scale EMNLP 2024 Bridge the Modality and Capability Gaps in Vision-Language Model Selection NeurIPS 2024 Bridge the Points: Graph-based Few-shot Segment Anything Semantically NeurIPS 2024 Bridging Gaps: Federated Multi-View Clustering in Heterogeneous Hybrid Views NeurIPS 2024 Bridging Modalities: Enhancing Cross-Modality Hate Speech Detection with Few-Shot In-Context Learning EMNLP 2024 Bridging the Code Gap: A Joint Learning Framework across Medical Coding Systems COLING 2024 Bridging the Gap: Transfer Learning from English PLMs to Malaysian English ACL 2024 Bridging the Preference Gap between Retrievers and LLMs ACL 2024 Bring Invariant to Variant: A Contrastive Prompt-based Framework for Temporal Knowledge Graph Forecasting COLING 2024 BSC Submission to the AmericasNLP 2024 Shared Task NAACL 2024 B-spine: Learning B-spline Curve Representation for Robust and Interpretable Spinal Curvature Estimation AAAI 2024 BT-Adapter: Video Conversation is Feasible Without Video Instruction Tuning CVPR 2024 Budget Feasible Mechanisms: A Survey IJCAI 2024 BUFFET: Benchmarking Large Language Models for Few-shot Cross-lingual Transfer NAACL 2024 Building A German Clinical Named Entity Recognition System without In-domain Training Data NAACL 2024 Building Higher-Order Abstractions from the Components of Recommender Systems AAAI 2024 Byzantine Resilient and Fast Federated Few-Shot Learning ICML 2024