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)

A Three-Tier LLM Framework for Forecasting Student Engagement from Qualitative Longitudinal Data CoNLL 2025 ATLANTIS at SemEval-2025 Task 3 : Detecting Hallucinated Text Spans in Question Answering SemEval 2025 ATLANTIS: Weak-to-Strong Learning via Importance Sampling ACL 2025 Atomas: Hierarchical Adaptive Alignment on Molecule-Text for Unified Molecule Understanding and Generation ICLR 2025 AtomSurf: Surface Representation for Learning on Protein Structures ICLR 2025 A transfer learning framework for weak to strong generalization ICLR 2025 Attend and Enrich: Enhanced Visual Prompt for Zero-Shot Learning AAAI 2025 Attention Bootstrapping for Multi-Modal Test-Time Adaptation AAAI 2025 Attention to Trajectory: Trajectory-Aware Open-Vocabulary Tracking ICCV 2025 Attraction Diminishing and Distributing for Few-Shot Class-Incremental Learning CVPR 2025 Attribute-based Visual Reprogramming for Vision-Language Models ICLR 2025 Attribute-formed Class-specific Concept Space: Endowing Language Bottleneck Model with Better Interpretability and Scalability CVPR 2025 Attribute Inference Attacks for Federated Regression Tasks AAAI 2025 Attributes as Textual Genes: Leveraging LLMs as Genetic Algorithm Simulators for Conditional Synthetic Data Generation EMNLP 2025 Augmenting Math Word Problems via Iterative Question Composing AAAI 2025 A Unified Framework for Human-Allied Learning of Probabilistic Circuits AAAI 2025 A Unified Theory of Quantum Neural Network Loss Landscapes ICLR 2025 Autocorrelation Matters: Understanding the Role of Initialization Schemes for State Space Models ICLR 2025 Auto-Cypher: Improving LLMs on Cypher generation via LLM-supervised generation-verification framework NAACL 2025 Auto Encoding Neural Process for Multi-interest Recommendation AAAI 2025 AutoGUI: Scaling GUI Grounding with Automatic Functionality Annotations from LLMs ACL 2025 AutoKB: Automated Creation of Structured Knowledge Bases for Domain-Specific Support NAACL 2025 Automated Design of Agentic Systems ICLR 2025 Automated Proof Generation for Rust Code via Self-Evolution ICLR 2025 Automate Strategy Finding with LLM in Quant Investment EMNLP 2025