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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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'25

Papers (including subtopics)

Ins-DetCLIP: Aligning Detection Model to Follow Human-Language Instruction ICLR 2024 InsertGNN: A Hierarchical Graph Neural Network for the TOEFL Sentence Insertion Problem EMNLP 2024 Instance-Level Dynamic LoRAs Composition for Cross-Task Generalization EMNLP 2024 Instance-Level Metalearning for Outlier Detection IJCAI 2024 Instances Need More Care: Rewriting Prompts for Instances with LLMs in the Loop Yields Better Zero-Shot Performance ACL 2024 InstructCV: Instruction-Tuned Text-to-Image Diffusion Models as Vision Generalists ICLR 2024 Instruction Matters: A Simple yet Effective Task Selection for Optimized Instruction Tuning of Specific Tasks EMNLP 2024 Instruction Tuning with Human Curriculum NAACL 2024 Instructor-inspired Machine Learning for Robust Molecular Property Prediction NeurIPS 2024 IntCoOp: Interpretability-Aware Vision-Language Prompt Tuning EMNLP 2024 Integrating Pre-Trained Speech and Language Models for End-to-End Speech Recognition ACL 2024 Integrating Vision-Language Semantic Graphs in Multi-View Clustering IJCAI 2024 Intelligent Agents for Auction-based Federated Learning: A Survey IJCAI 2024 Intent-conditioned and Non-toxic Counterspeech Generation using Multi-Task Instruction Tuning with RLAIF NAACL 2024 Interactive-KBQA: Multi-Turn Interactions for Knowledge Base Question Answering with Large Language Models ACL 2024 Inter-language Transfer Learning for Visual Speech Recognition toward Under-resourced Environments COLING 2024 Interleaved Audio/Audiovisual Transfer Learning for AV-ASR in Low-Resourced Languages Interspeech 2024 Internal Cross-layer Gradients for Extending Homogeneity to Heterogeneity in Federated Learning ICLR 2024 Interpretable Meta-Learning of Physical Systems ICLR 2024 Interpreting and Improving Large Language Models in Arithmetic Calculation ICML 2024 Intervention extraction in preclinical animal studies of Alzheimer’s Disease: Enhancing regex performance with language model-based filtering ACL 2024 In-Trajectory Inverse Reinforcement Learning: Learn Incrementally Before an Ongoing Trajectory Terminates NeurIPS 2024 Introducing the Djinni Recruitment Dataset: A Corpus of Anonymized CVs and Job Postings COLING 2024 Invariant Aggregator for Defending against Federated Backdoor Attacks AISTATS 2024 Inverse Factorized Soft Q-Learning for Cooperative Multi-agent Imitation Learning NeurIPS 2024