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)

Transfer and Active Learning for Dissonance Detection: Addressing the Rare-Class Challenge ACL 2023 Transfer-Free Data-Efficient Multilingual Slot Labeling EMNLP 2023 Transfer Knowledge from Natural Language to Electrocardiography: Can We Detect Cardiovascular Disease Through Language Models? EACL 2023 Transfer Learning Enhanced DeepONet for Long-Time Prediction of Evolution Equations AAAI 2023 Transfer learning for atomistic simulations using GNNs and kernel mean embeddings NeurIPS 2023 Transfer Learning for Code-Mixed Data: Do Pretraining Languages Matter? ACL 2023 Transfer learning for individual treatment effect estimation UAI 2023 Transfer Learning for Low-Resource Clinical Named Entity Recognition ACL 2023 Transfer Learning for Personality Perception via Speech Emotion Recognition Interspeech 2023 Transfer Learning to Aid Dysarthria Severity Classification for Patients with Amyotrophic Lateral Sclerosis Interspeech 2023 Transfer Learning with Affine Model Transformation NeurIPS 2023 Transfer Learning with Deep Tabular Models ICLR 2023 Transferring General Multimodal Pretrained Models to Text Recognition ACL 2023 Transferring Legal Natural Language Inference Model from a US State to Another: What Makes It So Hard? EMNLP 2023 Transformers as Algorithms: Generalization and Stability in In-context Learning ICML 2023 Transforming the Embeddings: A Lightweight Technique for Speech Emotion Recognition Tasks Interspeech 2023 Transitioning Representations between Languages for Cross-lingual Event Detection via Langevin Dynamics EMNLP 2023 Translate First Reorder Later: Leveraging Monotonicity in Semantic Parsing EACL 2023 Transportability for Bandits with Data from Different Environments NeurIPS 2023 TripLe: Revisiting Pretrained Model Reuse and Progressive Learning for Efficient Vision Transformer Scaling and Searching ICCV 2023 Triplet-Free Knowledge-Guided Response Generation ACL 2023 T-SEA: Transfer-Based Self-Ensemble Attack on Object Detection CVPR 2023 TTA-COPE: Test-Time Adaptation for Category-Level Object Pose Estimation CVPR 2023 Tübingen at SemEval-2023 Task 4: What Can Stance Tell? A Computational Study on Detecting Human Values behind Arguments SemEval 2023 Tunable Soft Prompts are Messengers in Federated Learning EMNLP 2023