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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12

24

14

20

29

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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)

Efficient Solution and Learning of Robust Factored MDPs AAAI 2026 Elastic Weight Consolidation Done Right for Continual Learning CVPR 2026 ELO: Efficient Layer-Specific Optimization for Continual Pretraining of Multilingual LLMs EACL 2026 Empowering Source-Free Domain Adaptation via MLLM-Guided Reliability-Based Curriculum Learning WACV 2026 Enabling Structured Reasoning in Sindhi with Culturally Grounded Instruction Tuning EACL 2026 EndoPBR: Photorealistic Synthetic Data for Surgical 3D Vision via Physically-based Rendering WACV 2026 Endo-SemiS: Towards Robust Semi-Supervised Image Segmentation for Endoscopic Video MIDL 2026 Endowing Vision-Language Models with System 2 Thinking for Fine-grained Visual Recognition AAAI 2026 Enhancing Medical Large Vision-Language Models via Alignment Distillation AAAI 2026 Enhancing Stability and Fidelity for Zero-Shot TTS with a Multi-Level Evaluator AAAI 2026 Equilibrium-Driven Vertical Federated Learning with Selective Privacy Protection AAAI 2026 Evaluating Adversarial Robustness of Concept Representations in Sparse Autoencoders EACL 2026 Evaluation Framework for Transfer Learning between Closely Related Lects: A Case Study of Lemko EACL 2026 Evidential Deep Partial Label Learning to Quantify Disambiguation Uncertainty CVPR 2026 EvObj: Learning Evolving Object-centric Representations for 3D Instance Segmentation without Scene Supervision CVPR 2026 EvoFMVC: Trusted Federated Multi-View Clustering with Evolutionary Fusion AAAI 2026 Evolutionary Negative Module Pruning for Better LoRA Merging ACL 2026 Evolutionary Strategies at Scale lead to Catastrophic Forgetting ACL 2026 Evolving Agents ACL 2026 Exemplar-Free Class Incremental Learning via Preserving Class-Discriminative Structure CVPR 2026 Exo2Ego: Exocentric Knowledge Guided MLLM for Egocentric Video Understanding AAAI 2026 Experience Transfer for Multimodal LLM Agents in Minecraft Game CVPR 2026 Explain-from-Stroke: Capturing Invisible Learning Processes Through Handwriting Dynamics Analysis AAAI 2026 Explicit Intent-Enhanced Knowledge Distillation for Trip Recommendation AAAI 2026 Exploiting Pre-trained Language Model for Cross-city Urban Flow Prediction Guided by Information-theoretic Analysis AAAI 2026