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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32

66

53

67

103

206

482

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1,124

1,566

1,867

2,410

2,658

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856

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Papers (including subtopics)

Reading Your Heart: Learning ECG Words and Sentences via Pre-training ECG Language Model ICLR 2025 Read to Hear: A Zero-Shot Pronunciation Assessment Using Textual Descriptions and LLMs EMNLP 2025 Real2Code: Reconstruct Articulated Objects via Code Generation ICLR 2025 ReAL: How Can LLMs Simulate the Real Teacher? Retrieval-enhanced Agent for Adaptive Learning EMNLP 2025 Re-Aligning Language to Visual Objects with an Agentic Workflow ICLR 2025 Realistic Test-Time Adaptation of Vision-Language Models CVPR 2025 Real-time Ad Retrieval via LLM-generative Commercial Intention for Sponsored Search Advertising EMNLP 2025 Real-Time Recurrent Reinforcement Learning AAAI 2025 Reasoning Models Reason Well, Until They Don’t IJCNLP 2025 Reasoning Under Distress: Mining Claims and Evidence in Mental Health Narratives ACL 2025 ReasonMed: A 370K Multi-Agent Generated Dataset for Advancing Medical Reasoning EMNLP 2025 RECAST: Reparameterized, Compact weight Adaptation for Sequential Tasks ICLR 2025 RecBase: Generative Foundation Model Pretraining for Zero-Shot Recommendation EMNLP 2025 RecLM: Recommendation Instruction Tuning ACL 2025 Reconstruction Target Matters in Masked Image Modeling for Cross-Domain Few-Shot Learning AAAI 2025 RecordTwin: Towards Creating Safe Synthetic Clinical Corpora ACL 2025 RedOne: Revealing Domain-specific LLM Post-Training in Social Networking Services EMNLP 2025 Refine Knowledge of Large Language Models via Adaptive Contrastive Learning ICLR 2025 Refining the Sample Complexity of Comparative Learning ALT 2025 ReFu: Recursive Fusion for Exemplar-Free 3D Class-Incremental Learning WACV 2025 ReGenesis: LLMs can Grow into Reasoning Generalists via Self-Improvement ICLR 2025 Region-Based Optimization in Continual Learning for Audio Deepfake Detection AAAI 2025 RegMix: Data Mixture as Regression for Language Model Pre-training ICLR 2025 Rehearsal with Auxiliary-Informed Sampling for Audio Deepfake Detection Interspeech 2025 REIC: RAG-Enhanced Intent Classification at Scale EMNLP 2025