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

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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

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Papers (including subtopics)

More Flexible PAC-Bayesian Meta-Learning by Learning Learning Algorithms ICML 2024 More is Better: Deep Domain Adaptation with Multiple Sources IJCAI 2024 More room for language: Investigating the effect of retrieval on language models NAACL 2024 More Samples or More Prompts? Exploring Effective Few-Shot In-Context Learning for LLMs with In-Context Sampling NAACL 2024 Morphology Matters: Probing the Cross-linguistic Morphological Generalization Abilities of Large Language Models through a Wug Test ACL 2024 MoSECroT: Model Stitching with Static Word Embeddings for Crosslingual Zero-shot Transfer NAACL 2024 MoTE: Reconciling Generalization with Specialization for Visual-Language to Video Knowledge Transfer NeurIPS 2024 mOthello: When Do Cross-Lingual Representation Alignment and Cross-Lingual Transfer Emerge in Multilingual Models? NAACL 2024 MotionGPT: Human Motion Synthesis With Improved Diversity and Realism via GPT-3 Prompting WACV 2024 MOTOR: A Time-to-Event Foundation Model For Structured Medical Records ICLR 2024 MP2D: An Automated Topic Shift Dialogue Generation Framework Leveraging Knowledge Graphs EMNLP 2024 mPLM-Sim: Better Cross-Lingual Similarity and Transfer in Multilingual Pretrained Language Models EACL 2024 MSAGPT: Neural Prompting Protein Structure Prediction via MSA Generative Pre-Training NeurIPS 2024 MSDET: Multitask Speaker Separation and Direction-of-Arrival Estimation Training Interspeech 2024 MTLoRA: Low-Rank Adaptation Approach for Efficient Multi-Task Learning CVPR 2024 MT-PATCHER: Selective and Extendable Knowledge Distillation from Large Language Models for Machine Translation NAACL 2024 Multi-Agent Bandit Learning through Heterogeneous Action Erasure Channels AISTATS 2024 Multi-Attention Based Visual-Semantic Interaction for Few-Shot Learning IJCAI 2024 MultiContrievers: Analysis of Dense Retrieval Representations EMNLP 2024 Multi-Cultural Norm Base: Frame-based Norm Discovery in Multi-Cultural Settings CoNLL 2024 Multi-Domain Incremental Learning for Face Presentation Attack Detection AAAI 2024 Multilingual Bias Detection and Mitigation for Indian Languages COLING 2024 Multilingual Brain Surgeon: Large Language Models Can Be Compressed Leaving No Language behind COLING 2024 Multilingual Coreference Resolution in Low-resource South Asian Languages COLING 2024 Multilinguality or Back-translation? A Case Study with Estonian COLING 2024