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

'10

'15

'20

'25

Papers (including subtopics)

Personalized Federated Graph-Level Clustering Network AAAI 2026 Personalized Federated Learning with Bidirectional Communication Compression via One-Bit Random Sketching AAAI 2026 Personalized Image Privacy Advisors via Federated Daisy-Chaining WACV 2026 PET-DINO: Unifying Visual Cues into Grounding DINO with Prompt-Enriched Training CVPR 2026 PIAST: Rapid Prompting with In-context Augmentation for Scarce Training data ACL 2026 PiSA: A Self-Augmented Data Engine and Training Strategy for 3D Understanding with Large Models WACV 2026 PLA-MGRA: Multi-Granularity and Relation-Aware Learning for Efficient and Generalizable Protein-Ligand Binding Affinity Prediction AAAI 2026 Plug-and-Play Parameter-Efficient Tuning of Embeddings for Federated Recommendation AAAI 2026 Poisoning with a Pill: Circumventing Detection in Federated Learning AAAI 2026 Policy Search, Retrieval, and Composition via Task Similarity in Collaborative Agentic Systems AAAI 2026 PolyFrame at MWE-2026 AdMIRe 2: When Words Are Not Enough: Multimodal Idiom Disambiguation EACL 2026 Polymorph: Energy-Efficient Multi-Label Classification for Video Streams on Embedded Devices WACV 2026 Pose-guided Enriched Feature Learning for Federated-by-camera Person Re-identification CVPR 2026 Positional Cognitive Specialization: Where Do LLMs Learn to Comprehend and Speak Your Language? AAAI 2026 PPFL: A Parameter Behavior-Driven Plug-in Personalization Engine for Federated Learning AAAI 2026 Preconditioned Test-Time Adaptation for Out-of-Distribution Debiasing in Narrative Generation ACL 2026 Predicting Emergent Tool Use in LLMs Before It Emerges: A Proxy Perspective AAAI 2026 Predict, Prune, Play: Efficient Video Playback Optimization Under Device Diversity and Drift NSDI 2026 Pretraining Helps When Capacity Allows: Evidence from Ultra-Small ConvNets WACV 2026 Prime Once, then Reprogram Locally: An Efficient Alternative to Black-Box Service Model Adaptation CVPR 2026 Probabilistic Hash Embeddings for Online Learning of Categorical Features AAAI 2026 Probing Preference Representations: A Multi-Dimensional Evaluation and Analysis Method for Reward Models AAAI 2026 Progressive Multi-modal Knowledge Distillation for Multi-spectral Object Re-identification AAAI 2026 Prompt-Anchored Vision-Text Distillation for Lifelong Person Re-identification CVPR 2026 PromptEmo: Learning Emotion with Bilateral Textual Prompts in Multi-Domain Open-set Scenarios AAAI 2026