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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'15

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'25

Papers (including subtopics)

Task-Oriented Multi-Modal Mutual Leaning for Vision-Language Models ICCV 2023 Task Residual for Tuning Vision-Language Models CVPR 2023 Task-Specific Skill Localization in Fine-tuned Language Models ICML 2023 TaskWeb: Selecting Better Source Tasks for Multi-task NLP EMNLP 2023 TATA: Stance Detection via Topic-Agnostic and Topic-Aware Embeddings EMNLP 2023 Taxonomy Expansion for Named Entity Recognition EMNLP 2023 TCE at Qur’an QA 2023 Shared Task: Low Resource Enhanced Transformer-based Ensemble Approach for Qur’anic QA EMNLP 2023 Teach a Robot to FISH: Versatile Imitation from One Minute of Demonstrations RSS 2023 Teaching CLIP to Count to Ten ICCV 2023 Teaching Structured Vision & Language Concepts to Vision & Language Models CVPR 2023 Team Bias Busters at WASSA 2023 Empathy, Emotion and Personality Shared Task: Emotion Detection with Generative Pretrained Transformers ACL 2023 Team CentreBack at BLP-2023 Task 1: Analyzing performance of different machine-learning based methods for detecting violence-inciting texts in Bangla EMNLP 2023 Team QUST at SemEval-2023 Task 3: A Comprehensive Study of Monolingual and Multilingual Approaches for Detecting Online News Genre, Framing and Persuasion Techniques SemEval 2023 Teamwork Is Not Always Good: An Empirical Study of Classifier Drift in Class-incremental Information Extraction ACL 2023 Tem-Adapter: Adapting Image-Text Pretraining for Video Question Answer ICCV 2023 TEMPERA: Test-Time Prompt Editing via Reinforcement Learning ICLR 2023 Temporal Domain Adaptation for Historical Irish EACL 2023 Temporal-Frequency Co-training for Time Series Semi-supervised Learning AAAI 2023 Temporal Knowledge Graph Forecasting Without Knowledge Using In-Context Learning EMNLP 2023 Temporal Knowledge Graph Reasoning with Historical Contrastive Learning AAAI 2023 TEPrompt: Task Enlightenment Prompt Learning for Implicit Discourse Relation Recognition ACL 2023 Testing of Index-Invariant Properties in the Huge Object Model COLT 2023 Testing Paraphrase Models on Recognising Sentence Pairs at Different Degrees of Semantic Overlap ACL 2023 Test-time Adaptation for Machine Translation Evaluation by Uncertainty Minimization ACL 2023 Test-Time Adaptation via Self-Training with Nearest Neighbor Information ICLR 2023