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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66

53

67

103

206

482

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1,124

1,566

1,867

2,410

2,658

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856

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Papers (including subtopics)

Prodicus at SemEval-2023 Task 4: Enhancing Human Value Detection with Data Augmentation and Fine-Tuned Language Models SemEval 2023 Progressive Few-Shot Adaptation of Generative Model with Align-Free Spatial Correlation AAAI 2023 Progressive Mix-Up for Few-Shot Supervised Multi-Source Domain Transfer ICLR 2023 Progressive Multi-View Human Mesh Recovery with Self-Supervision AAAI 2023 Progressive Prompts: Continual Learning for Language Models ICLR 2023 Promptagator: Few-shot Dense Retrieval From 8 Examples ICLR 2023 Prompt-aligned Gradient for Prompt Tuning ICCV 2023 Prompt-Augmented Linear Probing: Scaling beyond the Limit of Few-Shot In-Context Learners AAAI 2023 Prompt-based Extraction of Social Determinants of Health Using Few-shot Learning ACL 2023 Prompt-based Learning for Text Readability Assessment EACL 2023 PromptBoosting: Black-Box Text Classification with Ten Forward Passes ICML 2023 PromptCap: Prompt-Guided Image Captioning for VQA with GPT-3 ICCV 2023 Prompt Federated Learning for Weather Forecasting: Toward Foundation Models on Meteorological Data IJCAI 2023 Prompt, Generate, Then Cache: Cascade of Foundation Models Makes Strong Few-Shot Learners CVPR 2023 Prompting Large Language Models with Chain-of-Thought for Few-Shot Knowledge Base Question Generation EMNLP 2023 Prompting Scientific Names for Zero-Shot Species Recognition EMNLP 2023 Prompts Can Play Lottery Tickets Well: Achieving Lifelong Information Extraction via Lottery Prompt Tuning ACL 2023 Prompt to be Consistent is Better than Self-Consistent? Few-Shot and Zero-Shot Fact Verification with Pre-trained Language Models ACL 2023 PronScribe: Highly Accurate Multimodal Phonemic Transcription From Speech and Text Interspeech 2023 Propagating Knowledge Updates to LMs Through Distillation NeurIPS 2023 ProtoDiff: Learning to Learn Prototypical Networks by Task-Guided Diffusion NeurIPS 2023 ProtoFL: Unsupervised Federated Learning via Prototypical Distillation ICCV 2023 ProtoShotXAI: Using Prototypical Few-Shot Architecture for Explainable AI JMLR 2023 ProtoTransfer: Cross-Modal Prototype Transfer for Point Cloud Segmentation ICCV 2023 Prototype-based HyperAdapter for Sample-Efficient Multi-task Tuning EMNLP 2023