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

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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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'25

Papers (including subtopics)

CRISP: Object Pose and Shape Estimation with Test-Time Adaptation CVPR 2025 Critic-CoT: Boosting the Reasoning Abilities of Large Language Model via Chain-of-Thought Critic ACL 2025 Cropper: Vision-Language Model for Image Cropping through In-Context Learning CVPR 2025 Cross-City Latent Space Alignment for Consistency Region Embedding ICML 2025 Cross-Cultural Transfer of Commonsense Reasoning in LLMs: Evidence from the Arab World EMNLP 2025 Cross-Domain and Cross-Dimension Learning for Image-to-Graph Transformers WACV 2025 Cross-Domain Multi-Modal Few-Shot Object Detection via Rich Text WACV 2025 Cross-Domain Offline Policy Adaptation with Optimal Transport and Dataset Constraint ICLR 2025 Cross-domain Rumor Detection via Test-Time Adaptation and Large Language Models EMNLP 2025 Crossing Domains without Labels: Distant Supervision for Term Extraction EMNLP 2025 Cross-Lingual Extractive Question Answering with Unanswerable Questions EMNLP 2025 Cross-lingual Human-Preference Alignment for Neural Machine Translation with Direct Quality Optimization EMNLP 2025 Cross-Lingual Knowledge Projection and Knowledge Enhancement for Zero-Shot Question Answering in Low-Resource Languages COLING 2025 Cross-Lingual Sentence Compression for Length-Constrained Subtitles in Low-Resource Settings COLING 2025 Cross-lingual Text Classification Transfer: The Case of Ukrainian COLING 2025 Cross-Lingual Transfer Learning for Speech Translation NAACL 2025 Cross-lingual Transfer of Reward Models in Multilingual Alignment NAACL 2025 Cross-Modal Few-Shot Learning with Second-Order Neural Ordinary Differential Equations AAAI 2025 Cross-Silo Feature Space Alignment for Federated Learning on Clients with Imbalanced Data AAAI 2025 Cross-Task Affinity Learning for Multitask Dense Scene Predictions WACV 2025 Cross-View Isolated Sign Language Recognition via View Synthesis and Feature Disentanglement ICCV 2025 CryoMAE: Few-Shot Cryo-EM Particle Picking with Masked Autoencoders WACV 2025 CSAHFL:Clustered Semi-Asynchronous Hierarchical Federated Learning for Dual-layer Non-IID in Heterogeneous Edge Computing Networks IJCAI 2025 CSECU-DSG at SemEval-2025 Task 6: Exploiting Multilingual Feature Fusion-based Approach for Corporate Promise Verification SemEval 2025 CSIRO LT at SemEval-2025 Task 8: Answering Questions over Tabular Data using LLMs SemEval 2025