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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856

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Papers (including subtopics)

WETBench: A Benchmark for Detecting Task-Specific Machine-Generated Text on Wikipedia ACL 2025 WHALE-FL: Wireless and Heterogeneity Aware Latency Efficient Federated Learning over Mobile Devices via Adaptive Subnetwork Scheduling AAAI 2025 What and How does In-Context Learning Learn? Bayesian Model Averaging, Parameterization, and Generalization AISTATS 2025 What Causes Knowledge Loss in Multilingual Language Models? ACL 2025 What is it? Towards a Generalizable Native American Language Identification System NAACL 2025 What Is Missing in Multilingual Visual Reasoning and How to Fix It NAACL 2025 What is the Right Notion of Distance between Predict-then-Optimize Tasks? UAI 2025 What Makes In-context Learning Effective for Mathematical Reasoning ICML 2025 When Big Models Train Small Ones: Label-Free Model Parity Alignment for Efficient Visual Question Answering using Small VLMs EMNLP 2025 When Detection Fails: The Power of Fine-Tuned Models to Generate Human-Like Social Media Text ACL 2025 When is Task Vector Provably Effective for Model Editing? A Generalization Analysis of Nonlinear Transformers ICLR 2025 When Scripts Diverge: Strengthening Low-Resource Neural Machine Translation Through Phonetic Cross-Lingual Transfer EMNLP 2025 When Should Dense Retrievers Be Updated in Evolving Corpora? Detecting Out-of-Distribution Corpora Using GradNormIR ACL 2025 When The MOS Predictor Asks For Training Annotation In Cross Lingual/Domain Adaptation Interspeech 2025 Where Are We? Evaluating LLM Performance on African Languages ACL 2025 Where to show Demos in Your Prompt: A Positional Bias of In-Context Learning EMNLP 2025 Which Attention Heads Matter for In-Context Learning? ICML 2025 Whispering in Ol Chiki: Cross-Lingual Transfer Learning for Santali Speech Recognition IJCNLP 2025 Why In-Context Learning Models are Good Few-Shot Learners? ICLR 2025 WildScore: Benchmarking MLLMs in-the-Wild Symbolic Music Reasoning EMNLP 2025 Winning Big with Small Models: Knowledge Distillation vs. Self-Training for Reducing Hallucination in QA Agents ACL 2025 WorldAPIs: The World Is Worth How Many APIs? A Thought Experiment AAAI 2025 World Model Implanting for Test-time Adaptation of Embodied Agents ICML 2025 World Models with Hints of Large Language Models for Goal Achieving NAACL 2025 WST: Wavelet-Based Multi-scale Tuning for Visual Transfer Learning AAAI 2025