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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12

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14

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32

66

53

67

103

206

482

852

1,124

1,566

1,867

2,410

2,658

2,486

856

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'25

Papers (including subtopics)

Transfer Learning Meets Functional Linear Regression: No Negative Transfer Under Posterior Drift AAAI 2025 Transfer Neyman-Pearson Algorithm for Outlier Detection AISTATS 2025 Transfer Q-Learning with Composite MDP Structures ICML 2025 Transferrable Surrogates in Expressive Neural Architecture Search Spaces AutoML 2025 Transferring Foundation Models for Generalizable Robotic Manipulation WACV 2025 TransformerRanker: A Tool for Efficiently Finding the Best-Suited Language Models for Downstream Classification Tasks NAACL 2025 Transformers are Provably Optimal In-context Estimators for Wireless Communications AISTATS 2025 Transformers Can Learn Temporal Difference Methods for In-Context Reinforcement Learning ICLR 2025 Transformers: Leveraging OpenNMT and Transfer Learning for Low-Resource Indian Language Translation EMNLP 2025 Transformer-Squared: Self-adaptive LLMs ICLR 2025 Transforming adaptation tracking: benchmarking Transformer-based NLP approaches to retrieve adaptation-relevant information from climate policy text ACL 2025 Translating Tax Law to Code with LLMs: A Benchmark and Evaluation Framework EMNLP 2025 Translation and Fusion Improves Cross-lingual Information Extraction ACL 2025 TransMI: A Framework to Create Strong Baselines from Multilingual Pretrained Language Models for Transliterated Data COLING 2025 Trans-Sent at SemEval-2025 Task 11: Text-based Multi-label Emotion Detection using Pre-Trained BERT Transformer Models SemEval 2025 TrimLLM: Progressive Layer Dropping for Domain-Specific LLMs ACL 2025 Tripartite Weight-Space Ensemble for Few-Shot Class-Incremental Learning CVPR 2025 TR-MTEB: A Comprehensive Benchmark and Embedding Model Suite for Turkish Sentence Representations EMNLP 2025 Troopers at BLP-2025 Task 2: Reward-Selective Fine-Tuning based Code Generation Approach for Bangla Prompts AACL 2025 TTA-FedDG: Leveraging Test-Time Adaptation to Address Federated Domain Generalization AAAI 2025 TTPA: Token-level Tool-use Preference Alignment Training Framework with Fine-grained Evaluation EMNLP 2025 TTT-Bench: A Benchmark for Evaluating Reasoning Ability with Simple and Novel Tic-Tac-Toe-style Games EMNLP 2025 Tue-JMS at SemEval-2025 Task 11: KReLax: An Ensemble-Based Approach for Multilingual Emotion Detection and Addressing Data Imbalance SemEval 2025 Tulun: Transparent and Adaptable Low-resource Machine Translation ACL 2025 T-VEC: A Telecom-Specific Vectorization Model with Enhanced Semantic Understanding via Deep Triplet Loss Fine-Tuning EMNLP 2025