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

'10

'15

'20

'25

Papers (including subtopics)

Better Zero-Shot Reasoning with Self-Adaptive Prompting ACL 2023 BEVPlace: Learning LiDAR-based Place Recognition using Bird's Eye View Images ICCV 2023 Beware of Model Collapse! Fast and Stable Test-time Adaptation for Robust Question Answering EMNLP 2023 Beyond ADMM: A Unified Client-Variance-Reduced Adaptive Federated Learning Framework AAAI 2023 Beyond Appearance: A Semantic Controllable Self-Supervised Learning Framework for Human-Centric Visual Tasks CVPR 2023 Beyond English-Centric Bitexts for Better Multilingual Language Representation Learning ACL 2023 Beyond English: Evaluating LLMs for Arabic Grammatical Error Correction EMNLP 2023 Beyond Exponential Graph: Communication-Efficient Topologies for Decentralized Learning via Finite-time Convergence NeurIPS 2023 Beyond Invariance: Test-Time Label-Shift Adaptation for Addressing "Spurious" Correlations NeurIPS 2023 Beyond Labels: Empowering Human Annotators with Natural Language Explanations through a Novel Active-Learning Architecture EMNLP 2023 Bias Propagation in Federated Learning ICLR 2023 Bidirectional Cross-Modal Knowledge Exploration for Video Recognition With Pre-Trained Vision-Language Models CVPR 2023 Bidirectional Language Models Are Also Few-shot Learners ICLR 2023 Bi-level Finetuning with Task-dependent Similarity Structure for Low-resource Training ACL 2023 Bi-Level Meta-Learning for Few-Shot Domain Generalization CVPR 2023 BioFEG: Generate Latent Features for Biomedical Entity Linking EMNLP 2023 Biomedical Document Classification with Literature Graph Representations of Bibliographies and Entities ACL 2023 BiRT: Bio-inspired Replay in Vision Transformers for Continual Learning ICML 2023 Black Box Few-Shot Adaptation for Vision-Language Models ICCV 2023 BlackVIP: Black-Box Visual Prompting for Robust Transfer Learning CVPR 2023 Blessing of Class Diversity in Pre-training AISTATS 2023 Body Part-Based Representation Learning for Occluded Person Re-Identification WACV 2023 Bold but Cautious: Unlocking the Potential of Personalized Federated Learning through Cautiously Aggressive Collaboration ICCV 2023 Boosting Few-shot Action Recognition with Graph-guided Hybrid Matching ICCV 2023 Boosting Low-Data Instance Segmentation by Unsupervised Pre-Training With Saliency Prompt CVPR 2023