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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12

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14

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29

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32

66

53

67

103

206

482

852

1,124

1,566

1,867

2,410

2,658

2,486

856

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Papers (including subtopics)

BearLLM: A Prior Knowledge-Enhanced Bearing Health Management Framework with Unified Vibration Signal Representation AAAI 2025 Behavior Importance-Aware Graph Neural Architecture Search for Cross-Domain Recommendation AAAI 2025 Bemba Speech Translation: Exploring a Low-Resource African Language ACL 2025 Benchmarking Hindi LLMs: A New Suite of Datasets and a Comparative Analysis AACL 2025 Benchmarking VLMs' Reasoning About Persuasive Atypical Images WACV 2025 BERTastic at SemEval-2025 Task 10: State-of-the-Art Accuracy in Coarse-Grained Entity Framing for Hindi News SemEval 2025 Better Semi-supervised Learning for Multi-domain ASR Through Incremental Retraining and Data Filtering Interspeech 2025 Better than Your Teacher: LLM Agents that learn from Privileged AI Feedback ICLR 2025 Between the Drafts: An Evaluation Framework for Identifying Quality Improvement and Stylistic Differences in Scientific Texts AACL 2025 Beyond Attacks: Advancing Fake Speech Detection with Attack-Agnostic Methods Interspeech 2025 Beyond Boundaries: Learning a Universal Entity Taxonomy across Datasets and Languages for Open Named Entity Recognition COLING 2025 Beyond Demonstrations: Dynamic Vector Construction from Latent Representations EMNLP 2025 Beyond Federated Prototype Learning: Learnable Semantic Anchors with Hyperspherical Contrast for Domain-Skewed Data AAAI 2025 Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning EMNLP 2025 Beyond Local Sharpness: Communication-Efficient Global Sharpness-aware Minimization for Federated Learning CVPR 2025 Beyond Metrics: Evaluating LLMs Effectiveness in Culturally Nuanced, Low-Resource Real-World Scenarios ACL 2025 Beyond Output Matching: Bidirectional Alignment for Enhanced In-Context Learning ACL 2025 Beyond Pixel and Object: Part Feature as Reference for Few-Shot Video Object Segmentation AAAI 2025 Beyond Seen Data: Improving KBQA Generalization Through Schema-Guided Logical Form Generation EMNLP 2025 Beyond Text Compression: Evaluating Tokenizers Across Scales ACL 2025 Beyond Traditional Speech Modifications : Utilizing Self Supervised Features for Enhanced Zero-Shot Children ASR Interspeech 2025 Beyond UDA: Examining Temporal and Frequency Representations in Time Series Transfer ACML 2025 Beyond Zero Initialization: Investigating the Impact of Non-Zero Initialization on LoRA Fine-Tuning Dynamics ICML 2025 BhashaSetu: Cross-Lingual Knowledge Transfer from High-Resource to Extreme Low-Resource Languages IJCNLP 2025 Bias after Prompting: Persistent Discrimination in Large Language Models EMNLP 2025