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

852

1,124

1,566

1,867

2,410

2,658

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856

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Papers (including subtopics)

An Empirical Study on Strong-Weak Model Collaboration for Repo-level Code Generation EMNLP 2025 A New Federated Learning Framework Against Gradient Inversion Attacks AAAI 2025 An Exemplar-based Framework for Chinese Text Recognition AAAI 2025 An Information-theoretic Multi-task Representation Learning Framework for Natural Language Understanding AAAI 2025 Annif at SemEval-2025 Task 5: Traditional XMTC augmented by LLMs SemEval 2025 Annotating Training Data for Conditional Semantic Textual Similarity Measurement using Large Language Models EMNLP 2025 AnomalyDINO: Boosting Patch-Based Few-Shot Anomaly Detection with DINOv2 WACV 2025 An Optimal Transport-based Latent Mixer for Robust Multi-modal Learning AAAI 2025 An Orthogonal High-Rank Adaptation for Large Language Models EMNLP 2025 ANVITA : A Multi-pronged Approach for Enhancing Machine Translation of Extremely Low-Resource Indian Languages EMNLP 2025 Any3DIS: Class-Agnostic 3D Instance Segmentation by 2D Mask Tracking CVPR 2025 AnyBimanual: Transferring Unimanual Policy for General Bimanual Manipulation ICCV 2025 AnySat: One Earth Observation Model for Many Resolutions, Scales, and Modalities CVPR 2025 A Perspective on LLM Data Generation with Few-shot Examples: from Intent to Kubernetes Manifest ACL 2025 Approximated Behavioral Metric-based State Projection for Federated Reinforcement Learning IJCAI 2025 AQuilt: Weaving Logic and Self-Inspection into Low-Cost, High-Relevance Data Synthesis for Specialist LLMs EMNLP 2025 Arbiters of Ambivalence: Challenges of using LLMs in No-Consensus tasks ACL 2025 Archaeology at BEA 2025 Shared Task: Are Simple Baselines Good Enough? ACL 2025 Architecture-Aware Learning Curve Extrapolation via Graph Ordinary Differential Equation AAAI 2025 Are ASR foundation models generalized enough to capture features of regional dialects for low-resource languages? IJCNLP 2025 Are Expressive Models Truly Necessary for Offline RL? AAAI 2025 A Reinforcement Learning Framework for Cross-Lingual Stance Detection Using Chain-of-Thought Alignment ACL 2025 Are Relational Triple Extraction Frameworks Sufficient for Hyper-relational Facts ? IJCNLP 2025 Are the Reasoning Models Good at Automated Essay Scoring? EMNLP 2025 Are You Sure You’re Positive? Consolidating Chain-of-Thought Agents with Uncertainty Quantification for Aspect-Category Sentiment Analysis ACL 2025