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

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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)

The role of audio-visual integration in the time course of phonetic encoding in self-supervised speech models Interspeech 2025 The Silent Saboteur: Imperceptible Adversarial Attacks against Black-Box Retrieval-Augmented Generation Systems ACL 2025 The Surprising Effectiveness of Infinite-Width NTKs for Characterizing and Improving Model Training AAAI 2025 The UNLP 2025 Shared Task on Detecting Social Media Manipulation ACL 2025 Think Globally, Group Locally: Evaluating LLMs Using Multi-Lingual Word Grouping Games EMNLP 2025 Think-Search-Patch: A Retrieval-Augmented Reasoning Framework for Repository-Level Code Repair EMNLP 2025 ThinkSLM: Towards Reasoning in Small Language Models EMNLP 2025 Think Thrice Before You Act: Progressive Thought Refinement in Large Language Models ICLR 2025 ThinkTuning: Instilling Cognitive Reflections without Distillation EMNLP 2025 TiC-LM: A Web-Scale Benchmark for Time-Continual LLM Pretraining ACL 2025 TimeCMA: Towards LLM-Empowered Multivariate Time Series Forecasting via Cross-Modality Alignment AAAI 2025 TimePFN: Effective Multivariate Time Series Forecasting with Synthetic Data AAAI 2025 Time Series Supplier Allocation via Deep Black-Litterman Model AAAI 2025 TinyThinker: Distilling Reasoning through Coarse-to-Fine Knowledge Internalization with Self-Reflection NAACL 2025 TLLC: Transfer Learning-based Label Completion for Crowdsourcing ICML 2025 TLPIQ at BioLaySumm: Hide and Seq, a FLAN-T5 Model for Biomedical Summarization ACL 2025 To Answer or Not to Answer (TAONA): A Robust Textual Graph Understanding and Question Answering Approach EMNLP 2025 ToDi: Token-wise Distillation via Fine-Grained Divergence Control EMNLP 2025 TODO: Enhancing LLM Alignment with Ternary Preferences ICLR 2025 TokenUnify: Scaling Up Autoregressive Pretraining for Neuron Segmentation ICCV 2025 Tool Calling for Arabic LLMs: Data Strategies and Instruction Tuning EMNLP 2025 Topic Coverage-based Demonstration Retrieval for In-Context Learning EMNLP 2025 TORSO: Template-Oriented Reasoning Towards General Tasks EMNLP 2025 ToVE: Efficient Vision-Language Learning via Knowledge Transfer from Vision Experts ICLR 2025 Toward Adaptive Large Language Models Structured Pruning via Hybrid-grained Weight Importance Assessment AAAI 2025