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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

4
29
67
1,124
2,486
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Papers (including subtopics)

TransliCo: A Contrastive Learning Framework to Address the Script Barrier in Multilingual Pretrained Language Models ACL 2024 Tree-Instruct: A Preliminary Study of the Intrinsic Relationship between Complexity and Alignment COLING 2024 Tree of Problems: Improving structured problem solving with compositionality EMNLP 2024 TreeSBA: Tree-Transformer for Self-Supervised Sequential Brick Assembly ECCV 2024 Tri-Level Navigator: LLM-Empowered Tri-Level Learning for Time Series OOD Generalization NeurIPS 2024 Triplet Attention Transformer for Spatiotemporal Predictive Learning WACV 2024 TrojFSP: Trojan Insertion in Few-shot Prompt Tuning NAACL 2024 TROPE: TRaining-Free Object-Part Enhancement for Seamlessly Improving Fine-Grained Zero-Shot Image Captioning EMNLP 2024 TRUE-UIE: Two Universal Relations Unify Information Extraction Tasks NAACL 2024 T-SciQ: Teaching Multimodal Chain-of-Thought Reasoning via Large Language Model Signals for Science Question Answering AAAI 2024 TTA-EVF: Test-Time Adaptation for Event-based Video Frame Interpolation via Reliable Pixel and Sample Estimation CVPR 2024 TunArTTS: Tunisian Arabic Text-To-Speech Corpus COLING 2024 TuneTables: Context Optimization for Scalable Prior-Data Fitted Networks NeurIPS 2024 Turkish Delights: A Dataset on Turkish Euphemisms ACL 2024 Turning English-centric LLMs Into Polyglots: How Much Multilinguality Is Needed? EMNLP 2024 Turning large language models into cognitive models ICLR 2024 Tutor-ICL: Guiding Large Language Models for Improved In-Context Learning Performance EMNLP 2024 TVE: Learning Meta-attribution for Transferable Vision Explainer ICML 2024 T-VSL: Text-Guided Visual Sound Source Localization in Mixtures CVPR 2024 Tyche: Stochastic In-Context Learning for Medical Image Segmentation CVPR 2024 UDC: A Unified Neural Divide-and-Conquer Framework for Large-Scale Combinatorial Optimization Problems NeurIPS 2024 UEGP: Unified Expert-Guided Pre-training for Knowledge Rekindle NAACL 2024 UGIF-DataSet: A New Dataset for Cross-lingual, Cross-modal Sequential actions on the UI NAACL 2024 UIR-ISC at SemEval-2024 Task 3: Textual Emotion-Cause Pair Extraction in Conversations SemEval 2024 ULIP-2: Towards Scalable Multimodal Pre-training for 3D Understanding CVPR 2024