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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Papers (including subtopics)

Towards Dynamic Modality Alignment in Multimodal Continual Learning CVPR 2026 Towards Fast and Accurate Modeling for Cross-Lingual Label Projection ACL 2026 Towards Fine-Grained Adaptation of CLIP via a Self-Trained Alignment Score WACV 2026 Towards Generalist Robot Learning from Internet Video: A Survey (Abstract Reprint) AAAI 2026 Towards LLM-Empowered Knowledge Tracing via LLM-Student Hierarchical Behavior Alignment in Hyperbolic Space AAAI 2026 Towards Multimodal Continual Knowledge Embedding with Modality Forgetting Modulation AAAI 2026 Towards Offline Imitation Learning: Strictly Batch Settings, Generalization, and Variability in Expertise AAAI 2026 Towards OOD Generalization in Dynamic Graphs via Causal Invariant Learning AAAI 2026 Towards Robust Edge Model Adaptation via Elastic Architecture Search AAAI 2026 Towards Robust Text-Attributed Federated Graph Learning: Multimodal Threats and Defense AAAI 2026 Towards Scalable Lifelong Knowledge Editing with Selective Knowledge Suppression ACL 2026 TRACE: Trajectory-based Activation Change Estimation for Task-specific Data Selection AAAI 2026 Tracing Multilingual Knowledge Acquisition Dynamics in Domain Adaptation: A Case Study of Biomedical Adaptation EACL 2026 Training-Free Few-Shot Segmentation via Vision-Language Guided Prompting WACV 2026 Training-Only Heterogeneous Image-Patch-Text Graph Supervision for Advancing Few-Shot Learning Adapters CVPR 2026 Trajectory-Level Experimental Design for Fast Safety Parameter Estimation of Unknown Environments by Autonomous Systems L4DC 2026 Transferable Graph Condensation from the Causal Perspective AAAI 2026 Transferable Model-agnostic Vision-Language Model Adaptation for Efficient Weak-to-Strong Generalization AAAI 2026 Transfer Conformal Predictive Inference for Regression JMLR 2026 Transfer Learning for Generalizable Automated LLM Improvement Pipeline for IVR Navigation ACL 2026 Transfer Learning via Regularized Random-effects Linear Discriminant Analysis JMLR 2026 TransFR: Transferable Federated Recommendation with Adapter Tuning on Pre-trained Language Models AAAI 2026 TriFusion-IDS: A Multimodal Graph-Tabular-Text Contrastive Framework for Cross-Dataset Intrusion Detection AAAI 2026 TriLite: Efficient Weakly Supervised Object Localization with Universal Visual Features and Tri-Region Disentanglement CVPR 2026 TRivia: Self-supervised Fine-tuning of Vision-Language Models for Table Recognition CVPR 2026