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

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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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'25

Papers (including subtopics)

Towards Robust Few-Shot Relation Classification: Incorporating Relation Description with Agreement EMNLP 2025 Towards Scalable Exact Machine Unlearning Using Parameter-Efficient Fine-Tuning ICLR 2025 Towards Training-free Anomaly Detection with Vision and Language Foundation Models CVPR 2025 Towards Transferable Personality Representation Learning based on Triplet Comparisons and Its Applications EMNLP 2025 Towards Understanding the Fragility of Multilingual LLMs against Fine-Tuning Attacks NAACL 2025 Towards Zero-Shot Multimodal Machine Translation NAACL 2025 To What Extent Can In-Context Learning Solve Unseen Tasks? IJCNLP 2025 TP-RAG: Benchmarking Retrieval-Augmented Large Language Model Agents for Spatiotemporal-Aware Travel Planning EMNLP 2025 Trace: Structural Riemannian Bridge Matching for Transferable Source Localization in Information Propagation IJCAI 2025 Tracing and Dissecting How LLMs Recall Factual Knowledge for Real World Questions ACL 2025 TrackAny3D: Transferring Pretrained 3D Models for Category-unified 3D Point Cloud Tracking ICCV 2025 Tracking Green Industrial Policies with LLMs: A Demonstration ACL 2025 TRAIL: Trust-Aware Client Scheduling for Semi-Decentralized Federated Learning AAAI 2025 Training-free LLM Merging for Multi-task Learning ACL 2025 Training-Free Personalization via Retrieval and Reasoning on Fingerprints ICCV 2025 Training Medical QA Models Based on Mixed Rewards from Multiple-Choice and Open-Ended Questions EMNLP 2025 Training of LLM-Based List-Wise Multilingual Reranker EMNLP 2025 Trajectory World Models for Heterogeneous Environments ICML 2025 Tra-MoE: Learning Trajectory Prediction Model from Multiple Domains for Adaptive Policy Conditioning CVPR 2025 TransAlign: Machine Translation Encoders are Strong Word Aligners, Too EMNLP 2025 Transferable Post-training via Inverse Value Learning NAACL 2025 Transfer-Aware Data Selection for Domain Adaptation in Text Retrieval EMNLP 2025 Transfer learning for dependency parsing of Vedic Sanskrit EMNLP 2025 Transfer Learning for Nonparametric Contextual Dynamic Pricing ICML 2025 Transfer Learning in Financial Time Series with Gramian Angular Field (Student Abstract) AAAI 2025