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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'25

Papers (including subtopics)

Privacy-Preserving Personalized Federated Prompt Learning for Multimodal Large Language Models ICLR 2025 Privacy-Preserving V2X Collaborative Perception Integrating Unknown Collaborators AAAI 2025 Probabilistic Group Mask Guided Discrete Optimization for Incremental Learning ICML 2025 Probabilistic Prototype Calibration of Vision-language Models for Generalized Few-shot Semantic Segmentation ICCV 2025 Problem-Parameter-Free Federated Learning ICLR 2025 ProbMED: A Probabilistic Framework for Medical Multimodal Binding ICCV 2025 Program of Thoughts for Financial Reasoning: Leveraging Dynamic In-Context Examples and Generative Retrieval EMNLP 2025 Progressive Distribution Bridging: Unsupervised Adaptation for Large-scale Pre-trained Models via Adaptive Auxiliary Data ICCV 2025 Progressive Distribution Matching for Federated Semi-Supervised Learning AAAI 2025 Progressive Homeostatic and Plastic Prompt Tuning for Audio-Visual Multi-Task Incremental Learning ICCV 2025 Progressive Parameter Efficient Transfer Learning for Semantic Segmentation ICLR 2025 Progressive Self-Learning for Domain Adaptation on Symbolic Regression of Integer Sequences AAAI 2025 ProjectEval: A Benchmark for Programming Agents Automated Evaluation on Project-Level Code Generation ACL 2025 ProKeR: A Kernel Perspective on Few-Shot Adaptation of Large Vision-Language Models CVPR 2025 ProLongVid: A Simple but Strong Baseline for Long-context Video Instruction Tuning EMNLP 2025 PROL : Rehearsal Free Continual Learning in Streaming Data via Prompt Online Learning ICCV 2025 ProMALex: Progressive Modular Adapters for Multi-Jurisdictional Legal Language Modeling ACL 2025 PromotionGo at LeWiDi-2025: Enhancing Multilingual Irony Detection with Data-Augmented Ensembles and L1 Loss EMNLP 2025 Promptable Representation Distribution Learning and Data Augmentation for Gigapixel Histopathology WSI Analysis AAAI 2025 Prompt-based Personality Profiling: Reinforcement Learning for Relevance Filtering ACL 2025 PromptCoT: Synthesizing Olympiad-level Problems for Mathematical Reasoning in Large Language Models ACL 2025 PromptDet: A Lightweight 3D Object Detection Framework with LiDAR Prompts AAAI 2025 Prompt-driven Transferable Adversarial Attack on Person Re-Identification with Attribute-aware Textual Inversion ICCV 2025 Prompting the Past: Exploring Zero-Shot Learning for Named Entity Recognition in Historical Texts Using Prompt-Answering LLMs NAACL 2025 PromptRefine: Enhancing Few-Shot Performance on Low-Resource Indic Languages with Example Selection from related Example Banks NAACL 2025