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

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12

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14

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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

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Papers (including subtopics)

Make Domain Shift a Catastrophic Forgetting Alleviator in Class-Incremental Learning AAAI 2025 Making Large Vision Language Models to Be Good Few-Shot Learners AAAI 2025 Making Text Embedders Few-Shot Learners ICLR 2025 Making VLMs More Robot-Friendly: Self-Critical Distillation of Low-Level Procedural Reasoning EMNLP 2025 MambaPEFT: Exploring Parameter-Efficient Fine-Tuning for Mamba ICLR 2025 Manhattan Self-Attention Diffusion Residual Networks with Dynamic Bias Rectiﬁcation for BCI-based Few-Shot Learning AAAI 2025 ManipTrans: Efficient Dexterous Bimanual Manipulation Transfer via Residual Learning CVPR 2025 Manta: Enhancing Mamba for Few-Shot Action Recognition of Long Sub-Sequence AAAI 2025 Many-Objective Multi-Solution Transport ICLR 2025 MAPF-GPT: Imitation Learning for Multi-Agent Pathfinding at Scale AAAI 2025 Marginal Benefit Driven RL Teacher for Unsupervised Environment Design AAAI 2025 Marigold-DC: Zero-Shot Monocular Depth Completion with Guided Diffusion ICCV 2025 MarkovType: A Markov Decision Process Strategy for Non-Invasive Brain-Computer Interfaces Typing Systems AAAI 2025 MARS: Benchmarking the Metaphysical Reasoning Abilities of Language Models with a Multi-task Evaluation Dataset ACL 2025 Mask-Adapter: The Devil is in the Masks for Open-Vocabulary Segmentation CVPR 2025 Masked Scene Modeling: Narrowing the Gap Between Supervised and Self-Supervised Learning in 3D Scene Understanding CVPR 2025 MASSIVE-Agents: A Benchmark for Multilingual Function-Calling in 52 Languages EMNLP 2025 Massively Multilingual Instruction-Following Information Extraction ACL 2025 MathD2: Towards Disambiguation of Mathematical Terms ACL 2025 Maximal Update Parametrization and Zero-Shot Hyperparameter Transfer for Fourier Neural Operators ICML 2025 MCD-CLIP: Multi-view Chest Disease Diagnosis with Disentangled CLIP IJCAI 2025 MDC3: A Novel Multimodal Dataset for Commercial Content Classification in Bengali NAACL 2025 MDCure: A Scalable Pipeline for Multi-Document Instruction-Following ACL 2025 Measuring And Improving Engagement of Text-to-Image Generation Models ICLR 2025 Mechanism Design for Large Language Models (Extended Abstract) IJCAI 2025