Skip to content
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

4
29
67
1,124
2,486
'5
'10
'15
'20
'25

Papers (including subtopics)

NESTFUL: A Benchmark for Evaluating LLMs on Nested Sequences of API Calls EMNLP 2025 NeSyC: A Neuro-symbolic Continual Learner For Complex Embodied Tasks In Open Domains ICLR 2025 Neural Context Flows for Meta-Learning of Dynamical Systems ICLR 2025 Neural Dueling Bandits: Preference-Based Optimization with Human Feedback ICLR 2025 Neural Exploratory Landscape Analysis for Meta-Black-Box-Optimization ICLR 2025 NeuralNexus at BEA 2025 Shared Task: Retrieval-Augmented Prompting for Mistake Identification in AI Tutors ACL 2025 Neural Palate Kueh NeurIPS 2025 Neural Parameter Search for Slimmer Fine-Tuned Models and Better Transfer ACL 2025 Neuro2Semantic: A Transfer Learning Framework for Semantic Reconstruction of Continuous Language from Human Intracranial EEG Interspeech 2025 NeuroLM: A Universal Multi-task Foundation Model for Bridging the Gap between Language and EEG Signals ICLR 2025 Neuron: Learning Context-Aware Evolving Representations for Zero-Shot Skeleton Action Recognition CVPR 2025 Neuroplastic Expansion in Deep Reinforcement Learning ICLR 2025 Neuroverse3D: Developing In-Context Learning Universal Model for Neuroimaging in 3D ICCV 2025 NeuroViG - Integrating Event Cameras for Resource-Efficient Video Grounding WACV 2025 NextCoder: Robust Adaptation of Code LMs to Diverse Code Edits ICML 2025 NightAdapter: Learning a Frequency Adapter for Generalizable Night-time Scene Segmentation CVPR 2025 Nile-Chat: Egyptian Language Models for Arabic and Latin Scripts EMNLP 2025 NIRANTAR: Continual Learning with New Languages and Domains on Real-world Speech Data Interspeech 2025 NLP_CIMAT at SemEval-2025 Task 3: Just Ask GPT or look Inside. A prompt and Neural Networks Approach to Hallucination Detection SemEval 2025 NLP for preserving Torlak, a vulnerable low-resource Slavic language COLING 2025 NLP_goats at SemEval-2025 Task 11: Multi-Label Emotion Classification Using Fine-Tuned Roberta-Large Tranformer SemEval 2025 NlpUned at SemEval-2025 Task 10: Beyond Training: A Taxonomy-Guided Approach to Role Classification Using LLMs SemEval 2025 Node-Time Conditional Prompt Learning in Dynamic Graphs ICLR 2025 Noisy Correspondence Rectification via Asymmetric Similarity Learning AAAI 2025 Noisy Node Classification by Bi-level Optimization Based Multi-Teacher Distillation AAAI 2025