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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66

53

67

103

206

482

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1,124

1,566

1,867

2,410

2,658

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Papers (including subtopics)

MORE: Molecule Pretraining with Multi-Level Pretext Task AAAI 2025 More Text, Less Point: Towards 3D Data-Efficient Point-Language Understanding AAAI 2025 MoRoVoc: A Large Dataset for Geographical Variation Identification of the Spoken Romanian Language EMNLP 2025 MoSLD: An Extremely Parameter-Efficient Mixture-of-Shared LoRAs for Multi-Task Learning COLING 2025 MOS: Modeling Object-Scene Associations in Generalized Category Discovery CVPR 2025 MotherNet: Fast Training and Inference via Hyper-Network Transformers ICLR 2025 Motif-Oriented Representation Learning with Topology Refinement for Drug-Drug Interaction Prediction AAAI 2025 Motion-Agent: A Conversational Framework for Human Motion Generation with LLMs ICLR 2025 MOZ-Smishing: A Benchmark Dataset for Detecting Mobile Money Frauds ACL 2025 MPO: Boosting LLM Agents with Meta Plan Optimization EMNLP 2025 MPO: Multilingual Safety Alignment via Reward Gap Optimization ACL 2025 MSCI: Addressing CLIP's Inherent Limitations for Compositional Zero-Shot Learning IJCAI 2025 MSc-SQL: Multi-Sample Critiquing Small Language Models For Text-To-SQL Translation NAACL 2025 M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision ICCV 2025 MSR: A Multifaceted Self-Retrieval Framework for Microscopic Cascade Prediction AAAI 2025 MSV-PCT: Multi-Sparse-View Enhanced Transformer Framework for Salient Object Detection in Point Clouds AAAI 2025 MTL-LoRA: Low-Rank Adaptation for Multi-Task Learning AAAI 2025 MT-R1-Zero: Advancing LLM-based Machine Translation via R1-Zero-like Reinforcement Learning EMNLP 2025 MT-RewardTree: A Comprehensive Framework for Advancing LLM-Based Machine Translation via Reward Modeling EMNLP 2025 MTSAM: Multi-Task Fine-Tuning for Segment Anything Model ICLR 2025 MuCAL: Contrastive Alignment for Preference-Driven KG-to-Text Generation EMNLP 2025 MuKA: Multimodal Knowledge Augmented Visual Information-Seeking COLING 2025 Multi-Attribute Multi-Grained Adaptation of Pre-Trained Language Models for Text Understanding from Bayesian Perspective AAAI 2025 Multi-Edge Reinforced Collaborative Data Acquisition for Continuous Video Analytics by Prioritizing Quality over Quantity AAAI 2025 Multifaceted User Modeling in Recommendation: A Federated Foundation Models Approach AAAI 2025