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)

Order-Prompted Tag Sequence Generation for Video Tagging ICCV 2023 OTAvatar: One-Shot Talking Face Avatar With Controllable Tri-Plane Rendering CVPR 2023 Out-of-distribution Detection Learning with Unreliable Out-of-distribution Sources NeurIPS 2023 Out-of-Distribution Generalization in Natural Language Processing: Past, Present, and Future EMNLP 2023 Out-of-Distribution Generalization of Federated Learning via Implicit Invariant Relationships ICML 2023 Overcoming Catastrophic Forgetting in Massively Multilingual Continual Learning ACL 2023 Overcoming Concept Shift in Domain-Aware Settings through Consolidated Internal Distributions AAAI 2023 Overcoming Recency Bias of Normalization Statistics in Continual Learning: Balance and Adaptation NeurIPS 2023 Overview of PragTag-2023: Low-Resource Multi-Domain Pragmatic Tagging of Peer Reviews EMNLP 2023 Overwriting Pretrained Bias with Finetuning Data ICCV 2023 OV-PARTS: Towards Open-Vocabulary Part Segmentation NeurIPS 2023 OVTrack: Open-Vocabulary Multiple Object Tracking CVPR 2023 PaCE: Unified Multi-modal Dialogue Pre-training with Progressive and Compositional Experts ACL 2023 PAC-tuning: Fine-tuning Pre-trained Language Models with PAC-driven Perturbed Gradient Descent EMNLP 2023 PA&DA: Jointly Sampling Path and Data for Consistent NAS CVPR 2023 PALI: A Language Identification Benchmark for Perso-Arabic Scripts EACL 2023 PaLM: Scaling Language Modeling with Pathways JMLR 2023 Panning for Gold in Federated Learning: Targeted Text Extraction under Arbitrarily Large-Scale Aggregation ICLR 2023 Parallel Attention Interaction Network for Few-Shot Skeleton-Based Action Recognition ICCV 2023 Parallel Corpus for Indigenous Language Translation: Spanish-Mazatec and Spanish-Mixtec ACL 2023 Parameter and Computation Efficient Transfer Learning for Vision-Language Pre-trained Models NeurIPS 2023 Parameter-Efficient Language Model Tuning with Active Learning in Low-Resource Settings EMNLP 2023 Parameter-efficient Modularised Bias Mitigation via AdapterFusion EACL 2023 Parameter-efficient Tuning of Large-scale Multimodal Foundation Model NeurIPS 2023 Parameter-efficient Weight Ensembling Facilitates Task-level Knowledge Transfer ACL 2023