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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32

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)

Fine-Tuning BERT with Character-Level Noise for Zero-Shot Transfer to Dialects and Closely-Related Languages EACL 2023 Fine-Tuning Language Models with Just Forward Passes NeurIPS 2023 Fine-tuning mSLAM for the SIGMORPHON 2022 Shared Task on Grapheme-to-Phoneme Conversion ACL 2023 Finite-time Koopman Identifier: A Unified Batch-online Learning Framework for Joint Learning of Koopman Structure and Parameters JMLR 2023 First Language Effects on Second Language Perception: Evidence from English Low-vowel Nasal Sequences Perceived by L1 Mandarin Chinese Listeners Interspeech 2023 FiT: Parameter Efficient Few-shot Transfer Learning for Personalized and Federated Image Classification ICLR 2023 Fix the Noise: Disentangling Source Feature for Controllable Domain Translation CVPR 2023 FLamE: Few-shot Learning from Natural Language Explanations ACL 2023 FLASH: Automating federated learning using CASH UAI 2023 Flash: Concept Drift Adaptation in Federated Learning ICML 2023 FLASH: Towards a High-performance Hardware Acceleration Architecture for Cross-silo Federated Learning NSDI 2023 Flexible and Efficient Contextual Bandits with Heterogeneous Treatment Effect Oracles AISTATS 2023 FlexR: Few-shot Classification with Language Embeddings for Structured Reporting of Chest X-rays MIDL 2023 FLIP: A Provable Defense Framework for Backdoor Mitigation in Federated Learning ICLR 2023 FlipNeRF: Flipped Reflection Rays for Few-shot Novel View Synthesis ICCV 2023 Flow: Per-instance Personalized Federated Learning NeurIPS 2023 FLuID: Mitigating Stragglers in Federated Learning using Invariant Dropout NeurIPS 2023 FOCUS: Effective Embedding Initialization for Monolingual Specialization of Multilingual Models EMNLP 2023 Focus on Query: Adversarial Mining Transformer for Few-Shot Segmentation NeurIPS 2023 Focus Your Attention when Few-Shot Classification NeurIPS 2023 Forecasting Soil Moisture Using Domain Inspired Temporal Graph Convolution Neural Networks To Guide Sustainable Crop Management IJCAI 2023 ForecastPFN: Synthetically-Trained Zero-Shot Forecasting NeurIPS 2023 Foresee What You Will Learn: Data Augmentation for Domain Generalization in Non-stationary Environment AAAI 2023 Formalizing locality for normative synaptic plasticity models NeurIPS 2023 Formal Mathematics Statement Curriculum Learning ICLR 2023