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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'15

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'25

Papers (including subtopics)

SolEval: Benchmarking Large Language Models for Repository-level Solidity Smart Contract Generation EMNLP 2025 Solving New Tasks by Adapting Internet Video Knowledge ICLR 2025 Some Targets Are Harder to Identify than Others: Quantifying the Target-dependent Membership Leakage AISTATS 2025 SONAR-SLT: Multilingual Sign Language Translation via Language-Agnostic Sentence Embedding Supervision EMNLP 2025 SOVGaussian: Sparse-View 3D Gaussian Splatting for Open-Vocabulary Scene Understanding AAAI 2025 SpaceGNN: Multi-Space Graph Neural Network for Node Anomaly Detection with Extremely Limited Labels ICLR 2025 SparseLaneSTP: Leveraging Spatio-Temporal Priors with Sparse Transformers for 3D Lane Detection ICCV 2025 Sparse Transfer Learning Accelerates and Enhances Certified Robustness: A Comprehensive Study AAAI 2025 SparsyFed: Sparse Adaptive Federated Learning ICLR 2025 Spatial-Aware Visual Program Guided Reasoning for Answering Complex Visual Questions IJCNLP 2025 SpatialDreamer: Self-supervised Stereo Video Synthesis from Monocular Input CVPR 2025 Spatial-Temporal Heterogenous Graph Contrastive Learning for Microservice Workload Prediction AAAI 2025 Spatial-Temporal Knowledge Distillation for Takeaway Recommendation AAAI 2025 Spatio-Temporal Context Prompting for Zero-Shot Action Detection WACV 2025 Spatio-temporal Prototype-based Hierarchical Learning for OD Demand Prediction IJCAI 2025 SPDIM: Source-Free Unsupervised Conditional and Label Shift Adaptation in EEG ICLR 2025 Speaking at the Right Level: Literacy-Controlled Counterspeech Generation with RAG-RL EMNLP 2025 Specialized Foundation Models Struggle to Beat Supervised Baselines ICLR 2025 Specializing Large Language Models to Simulate Survey Response Distributions for Global Populations NAACL 2025 sPhinX: Sample Efficient Multilingual Instruction Fine-Tuning Through N-shot Guided Prompting ACL 2025 SPICA: Retrieving Scenarios for Pluralistic In-Context Alignment ACL 2025 Split Adaptation for Pre-trained Vision Transformers CVPR 2025 Spoken Language Modeling with Duration-Penalized Self-Supervised Units Interspeech 2025 SPORTU: A Comprehensive Sports Understanding Benchmark for Multimodal Large Language Models ICLR 2025 Spotlighter: Revisiting Prompt Tuning from a Representative Mining View EMNLP 2025