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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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'10
'15
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'25

Papers (including subtopics)

ScanEnts3D: Exploiting Phrase-to-3D-Object Correspondences for Improved Visio-Linguistic Models in 3D Scenes WACV 2024 SCANNER: Knowledge-Enhanced Approach for Robust Multi-modal Named Entity Recognition of Unseen Entities NAACL 2024 SCHEMA: State CHangEs MAtter for Procedure Planning in Instructional Videos ICLR 2024 SCoFT: Self-Contrastive Fine-Tuning for Equitable Image Generation CVPR 2024 Score-CDM: Score-Weighted Convolutional Diffusion Model for Multivariate Time Series Imputation IJCAI 2024 Score Models for Offline Goal-Conditioned Reinforcement Learning ICLR 2024 Score Regularized Policy Optimization through Diffusion Behavior ICLR 2024 ScrewMimic: Bimanual Imitation from Human Videos with Screw Space Projection RSS 2024 ScriptMix: Mixing Scripts for Low-resource Language Parsing NAACL 2024 SD2Event:Self-supervised Learning of Dynamic Detectors and Contextual Descriptors for Event Cameras CVPR 2024 Se2: Sequential Example Selection for In-Context Learning ACL 2024 SE(3)-Stochastic Flow Matching for Protein Backbone Generation ICLR 2024 SeaEval for Multilingual Foundation Models: From Cross-Lingual Alignment to Cultural Reasoning NAACL 2024 Seamless Language Expansion: Enhancing Multilingual Mastery in Self-Supervised Models Interspeech 2024 Search if you don’t know! Knowledge-Augmented Korean Grammatical Error Correction with Large Language Models EMNLP 2024 SecCoder: Towards Generalizable and Robust Secure Code Generation EMNLP 2024 Seed-Free Synthetic Data Generation Framework for Instruction-Tuning LLMs: A Case Study in Thai ACL 2024 Seed-Guided Fine-Grained Entity Typing in Science and Engineering Domains AAAI 2024 SEED: Semantic Knowledge Transfer for Language Model Adaptation to Materials Science EMNLP 2024 SeeGULL Multilingual: a Dataset of Geo-Culturally Situated Stereotypes ACL 2024 SEEKR: Selective Attention-Guided Knowledge Retention for Continual Learning of Large Language Models EMNLP 2024 SEGO: Sequential Subgoal Optimization for Mathematical Problem-Solving ACL 2024 Select to Perfect: Imitating desired behavior from large multi-agent data ICLR 2024 Self-chats from Large Language Models Make Small Emotional Support Chatbot Better ACL 2024 Self-Cleaning: Improving a Named Entity Recognizer Trained on Noisy Data with a Few Clean Instances NAACL 2024