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

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12

24

14

20

29

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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)

Free Lunch in Pathology Foundation Model: Task-specific Model Adaptation with Concept-Guided Feature Enhancement NeurIPS 2024 FreeMan: Towards Benchmarking 3D Human Pose Estimation under Real-World Conditions CVPR 2024 Free-Rider and Conflict Aware Collaboration Formation for Cross-Silo Federated Learning NeurIPS 2024 Frequency Oracle for Sensitive Data Monitoring (Student Abstract) AAAI 2024 From Bottom to Top: Extending the Potential of Parameter Efficient Fine-Tuning EMNLP 2024 From Bytes to Borsch: Fine-Tuning Gemma and Mistral for the Ukrainian Language Representation COLING 2024 From Coarse to Fine-Grained Open-Set Recognition CVPR 2024 From Discrimination to Generation: Low-Resource Intent Detection with Language Model Instruction Tuning ACL 2024 From Instance Training to Instruction Learning: Task Adapters Generation from Instructions NeurIPS 2024 From Isolated Islands to Pangea: Unifying Semantic Space for Human Action Understanding CVPR 2024 From Language to Pixels: Task Recognition and Task Learning in LLMs EMNLP 2024 From Molecules to Materials: Pre-training Large Generalizable Models for Atomic Property Prediction ICLR 2024 From Nile Sands to Digital Hands: Machine Translation of Coptic Texts ACL 2024 From Optimization to Generalization: Fair Federated Learning against Quality Shift via Inter-Client Sharpness Matching IJCAI 2024 From Quantity to Quality: Boosting LLM Performance with Self-Guided Data Selection for Instruction Tuning NAACL 2024 From Text Segmentation to Enhanced Representation Learning: A Novel Approach to Multi-Label Classification for Long Texts EMNLP 2024 From Text Segmentation to Smart Chaptering: A Novel Benchmark for Structuring Video Transcriptions EACL 2024 From Text to Trajectory: Exploring Complex Constraint Representation and Decomposition in Safe Reinforcement Learning NeurIPS 2024 Frozen CLIP Transformer Is an Efficient Point Cloud Encoder AAAI 2024 FtG-CoT at SemEval-2024 Task 9: Solving Sentence Puzzles Using Fine-Tuned Language Models and Zero-Shot CoT Prompting SemEval 2024 Fully Few-shot Class-incremental Audio Classification Using Expandable Dual-embedding Extractor Interspeech 2024 Function-space Parameterization of Neural Networks for Sequential Learning ICLR 2024 Function Vectors in Large Language Models ICLR 2024 FUN with Fisher: Improving Generalization of Adapter-Based Cross-lingual Transfer with Scheduled Unfreezing NAACL 2024 FuseFL: One-Shot Federated Learning through the Lens of Causality with Progressive Model Fusion NeurIPS 2024