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

3

2

4

12

24

14

20

29

31

32

66

53

67

103

206

482

852

1,124

1,566

1,867

2,410

2,658

2,486

856

'5

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Papers (including subtopics)

Enhancing Low-resource Fine-grained Named Entity Recognition by Leveraging Coarse-grained Datasets EMNLP 2023 Enhancing Meta Learning via Multi-Objective Soft Improvement Functions ICLR 2023 Enhancing Modality-Agnostic Representations via Meta-Learning for Brain Tumor Segmentation ICCV 2023 Enhancing New Intent Discovery via Robust Neighbor-based Contrastive Learning Interspeech 2023 Enhancing Privacy Preservation in Federated Learning via Learning Rate Perturbation ICCV 2023 Enhancing Spanish-Quechua Machine Translation with Pre-Trained Models and Diverse Data Sources: LCT-EHU at AmericasNLP Shared Task ACL 2023 Ensemble Transfer Learning for Multilingual Coreference Resolution ACL 2023 Entity Tracking via Effective Use of Multi-Task Learning Model and Mention-guided Decoding EACL 2023 ENTL: Embodied Navigation Trajectory Learner ICCV 2023 Entropy-guided Vocabulary Augmentation of Multilingual Language Models for Low-resource Tasks ACL 2023 eP-ALM: Efficient Perceptual Augmentation of Language Models ICCV 2023 Epidemic Learning: Boosting Decentralized Learning with Randomized Communication NeurIPS 2023 EPISODE: Episodic Gradient Clipping with Periodic Resampled Corrections for Federated Learning with Heterogeneous Data ICLR 2023 Episodic Multi-Task Learning with Heterogeneous Neural Processes NeurIPS 2023 Equilibrium Point Learning ACML 2023 Equivariant Hypergraph Diffusion Neural Operators ICLR 2023 ESG Impact Type Classification: Leveraging Strategic Prompt Engineering and LLM Fine-Tuning AACL 2023 Estimating Average Causal Effects from Patient Trajectories AAAI 2023 Estimating Causal Effects using a Multi-task Deep Ensemble ICML 2023 Evaluating Multilingual Speech Translation under Realistic Conditions with Resegmentation and Terminology ACL 2023 Evaluating Paraphrastic Robustness in Textual Entailment Models ACL 2023 Evaluating the Effectiveness of Natural Language Inference for Hate Speech Detection in Languages with Limited Labeled Data ACL 2023 Event-based Temporally Dense Optical Flow Estimation with Sequential Learning ICCV 2023 Event-Guided Procedure Planning from Instructional Videos with Text Supervision ICCV 2023 EventNeRF: Neural Radiance Fields From a Single Colour Event Camera CVPR 2023