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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)

Automatic Extraction of Disease Risk Factors from Medical Publications ACL 2024 Automatic Identification of COVID-19-Related Conspiracy Narratives in German Telegram Channels and Chats COLING 2024 Automatic Longitudinal Investigation of Multiple Sclerosis Subjects Interspeech 2024 Automatic Reconstruction of Ancient Chinese Pronunciations EMNLP 2024 Autonomous Aspect-Image Instruction a2II: Q-Former Guided Multimodal Sentiment Classification COLING 2024 AutoTrain: No-code training for state-of-the-art models EMNLP 2024 Aux-NAS: Exploiting Auxiliary Labels with Negligibly Extra Inference Cost ICLR 2024 A Variational Approach to Bayesian Phylogenetic Inference JMLR 2024 A Video is Worth 256 Bases: Spatial-Temporal Expectation-Maximization Inversion for Zero-Shot Video Editing CVPR 2024 A Visual Active Search Framework for Geospatial Exploration WACV 2024 AV-RIR: Audio-Visual Room Impulse Response Estimation CVPR 2024 Awajun-OP: Multi-domain dataset for Spanish–Awajun Machine Translation NAACL 2024 A Weak Supervision Approach for Few-Shot Aspect Based Sentiment Analysis EACL 2024 A Workflow for HTR-Postprocessing, Labeling and Classifying Diachronic and Regional Variation in Pre-Modern Slavic Texts COLING 2024 AWT: Transferring Vision-Language Models via Augmentation, Weighting, and Transportation NeurIPS 2024 A Zero-shot and Few-shot Study of Instruction-Finetuned Large Language Models Applied to Clinical and Biomedical Tasks COLING 2024 A Zero-Shot Monolingual Dual Stage Information Retrieval System for Spanish Biomedical Systematic Literature Reviews NAACL 2024 Backdoor Federated Learning by Poisoning Backdoor-Critical Layers ICLR 2024 Back to 3D: Few-Shot 3D Keypoint Detection with Back-Projected 2D Features CVPR 2024 BAMBAS at SemEval-2024 Task 4: How far can we get without looking at hierarchies? SemEval 2024 BAMBINO-LM: (Bilingual-)Human-Inspired Continual Pre-training of BabyLM ACL 2024 Banded Square Root Matrix Factorization for Differentially Private Model Training NeurIPS 2024 BarLeRIa: An Efficient Tuning Framework for Referring Image Segmentation ICLR 2024 BA-SAM: Scalable Bias-Mode Attention Mask for Segment Anything Model CVPR 2024 Basreh or Basra? Geoparsing Historical Locations in the Svoboda Diaries ACL 2024