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)

Multilingual Models for ASR in Chibchan Languages NAACL 2024 Multilingual Sentence-T5: Scalable Sentence Encoders for Multilingual Applications COLING 2024 Multimodal Cross-lingual Phrase Retrieval COLING 2024 Multimodal Patient Representation Learning with Missing Modalities and Labels ICLR 2024 Multi-modal Preference Alignment Remedies Degradation of Visual Instruction Tuning on Language Models ACL 2024 Multimodal Task Vectors Enable Many-Shot Multimodal In-Context Learning NeurIPS 2024 Multi-modal Transfer Learning between Biological Foundation Models NeurIPS 2024 Multimodal Web Navigation with Instruction-Finetuned Foundation Models ICLR 2024 Multi-perspective Improvement of Knowledge Graph Completion with Large Language Models COLING 2024 Multiple Physics Pretraining for Spatiotemporal Surrogate Models NeurIPS 2024 Multiple-Question Multiple-Answer Text-VQA NAACL 2024 Multi-Resolution Active Learning of Fourier Neural Operators AISTATS 2024 Multi-resolution HuBERT: Multi-resolution Speech Self-Supervised Learning with Masked Unit Prediction ICLR 2024 Multi-Scale Prompt Memory-Augmented Model for Black-Box Scenarios NAACL 2024 Multi-Source Text Classification for Multilingual Sentence Encoder with Machine Translation NAACL 2024 Multi-Stage Balanced Distillation: Addressing Long-Tail Challenges in Sequence-Level Knowledge Distillation EMNLP 2024 Multi-Task Learning with Adapters for Plausibility Prediction: Bridging the Gap or Falling into the Trenches? NAACL 2024 Multitask Online Learning: Listen to the Neighborhood Buzz AISTATS 2024 Multi-Task Transfer Matters During Instruction-Tuning ACL 2024 Multitask Vision-Language Prompt Tuning WACV 2024 Multi-Transmotion: Pre-trained Model for Human Motion Prediction CoRL 2024 MultiVerse: Efficient and Expressive Zero-Shot Multi-Task Text-to-Speech EMNLP 2024 MuMath-Code: Combining Tool-Use Large Language Models with Multi-perspective Data Augmentation for Mathematical Reasoning EMNLP 2024 Murre24: Dialect Identification of Finnish Internet Forum Messages COLING 2024 MusiLingo: Bridging Music and Text with Pre-trained Language Models for Music Captioning and Query Response NAACL 2024