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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66

53

67

103

206

482

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1,124

1,566

1,867

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Papers (including subtopics)

Zero-Shot Detection of LLM-Generated Text using Temperature Sensitivity ACL 2026 Zero-shot Jianzi Recognition as Structured Visual Information Extraction in Open Compositional Symbolic Systems ACL 2026 Zero-shot Large Language Models for Automatic Readability Assessment ACL 2026 Zero-Shot Open-Vocabulary Human Motion Grounding with Test-Time Training AAAI 2026 Zero-Shot Vision Language Reasoning via Dual-layer Scene Graph Chain of Thoughts (Student Abstract) AAAI 2026 Zoo3D: Zero-Shot 3D Object Detection at Scene Level CVPR 2026 3D-MOOD: Lifting 2D to 3D for Monocular Open-Set Object Detection ICCV 2025 3D Part Segmentation via Geometric Aggregation of 2D Visual Features WACV 2025 3D Understanding of Deformable Linear Objects: Datasets and Transferability Benchmark WACV 2025 3LM: Bridging Arabic, STEM, and Code through Benchmarking EMNLP 2025 A3: Few-shot Prompt Learning of Unlearnable Examples with Cross-Modal Adversarial Feature Alignment CVPR 2025 A4A: Adapter for Adapter Transfer via All-for-All Mapping for Cross-Architecture Models CVPR 2025 A benchmark for end-to-end zero-shot biomedical relation extraction with LLMs: experiments with OpenAI models AACL 2025 Ability Transfer Through Language Mixing IJCNLP 2025 ABNet: Mitigating Sample Imbalance in Anomaly Detection Within Dynamic Graphs IJCAI 2025 A Case Study of Cross-Lingual Zero-Shot Generalization for Classical Languages in LLMs ACL 2025 Accelerating Goal-Conditioned Reinforcement Learning Algorithms and Research ICLR 2025 Accessing Vision Foundation Models via ImageNet-1K ICLR 2025 A Chain-of-Task Framework for Instruction Tuning of LLMs Based on Chinese Grammatical Error Correction COLING 2025 Achieving Byzantine-Resilient Federated Learning via Layer-Adaptive Sparsified Model Aggregation WACV 2025 A Collaborative Reasoning Framework Powered by Reinforcement Learning and Large Language Models for Complex Questions Answering over Knowledge Graph COLING 2025 A Comparison of Independent and Joint Fine-tuning Strategies for Retrieval-Augmented Generation EMNLP 2025 A Conditional Probability Framework for Compositional Zero-shot Learning ICCV 2025 A Context-Aware Approach for Enhancing Data Imputation with Pre-trained Language Models COLING 2025 Acoustic Individual Identification of White-Faced Capuchin Monkeys Using Joint Multi-Species Embeddings ACL 2025