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

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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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'25

Papers (including subtopics)

CLIMB-ReID: A Hybrid CLIP-Mamba Framework for Person Re-Identification AAAI 2025 CLIPArTT: Adaptation of CLIP to New Domains at Test Time WACV 2025 CLIP is Almost All You Need: Towards Parameter-Efficient Scene Text Retrieval without OCR CVPR 2025 CLIPScope: Enhancing Zero-Shot OOD Detection with Bayesian Scoring WACV 2025 CL-LoRA: Continual Low-Rank Adaptation for Rehearsal-Free Class-Incremental Learning CVPR 2025 CL-MFAP: A Contrastive Learning-Based Multimodal Foundation Model for Molecular Property Prediction and Antibiotic Screening ICLR 2025 Closed-Form Merging of Parameter-Efficient Modules for Federated Continual Learning ICLR 2025 Closed-Loop Transfer for Weakly-supervised Affordance Grounding ICCV 2025 Cluster Based Heterogeneous Federated Foundation Model Adaptation and Fine-Tuning AAAI 2025 CM3T: Framework for Efficient Multimodal Learning for Inhomogeneous Interaction Datasets WACV 2025 CMBan: Cartoon-Driven Meme Contextual Classification Dataset for Bangla IJCNLP 2025 COAS2W: A Chinese Older-Adults Spoken-to-Written Transformation Corpus with Context Awareness EMNLP 2025 COAST: Enhancing the Code Debugging Ability of LLMs through Communicative Agent Based Data Synthesis NAACL 2025 COBRA: COmBinatorial Retrieval Augmentation for Few-Shot Adaptation CVPR 2025 CodeAnubad at BLP-2025 Task 2: Efficient Bangla-to-Python Code Generation via Iterative LoRA Fine-Tuning of Gemma-2 AACL 2025 CoDe: Communication Delay-Tolerant Multi-Agent Collaboration via Dual Alignment of Intent and Timeliness AAAI 2025 Code_Gen at BLP-2025 Task 2: BanglaCode: A Cross-lingual Benchmark for Code Generation with Translation and Assertion Strategies AACL 2025 CodeMixBench: Evaluating Code-Mixing Capabilities of LLMs Across 18 Languages EMNLP 2025 CodeSSM: Towards State Space Models for Code Understanding EMNLP 2025 Code-Switching Curriculum Learning for Multilingual Transfer in LLMs ACL 2025 Co-Dream: Collaborative Dream Synthesis over Decentralized Models AAAI 2025 Coeff-Tuning: A Graph Filter Subspace View for Tuning Attention-Based Large Models CVPR 2025 CoEvo: Coevolution of LLM and Retrieval Model for Domain-Specific Information Retrieval EMNLP 2025 COGNATE: Acceleration of Sparse Tensor Programs on Emerging Hardware using Transfer Learning ICML 2025 Cognate Detection for Historical Language Reconstruction of Proto-Sabean Languages: the Case of Ge’ez, Tigrinya, and Amharic COLING 2025