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Quantitative Bounds for Length Generalization in Transformers
Arxiv
0+阅读 · 10月30日
Towards User-Focused Research in Training Data Attribution for Human-Centered Explainable AI
Arxiv
0+阅读 · 10月31日
Faithful and Fast Influence Function via Advanced Sampling
Arxiv
0+阅读 · 10月31日
Optimal Online Change Detection via Random Fourier Features
Arxiv
0+阅读 · 10月30日
Shilling Recommender Systems by Generating Side-feature-aware Fake User Profiles
Arxiv
0+阅读 · 10月30日
Faithful and Fast Influence Function via Advanced Sampling
Arxiv
0+阅读 · 10月30日
Quality Over Quantity? LLM-Based Curation for a Data-Efficient Audio-Video Foundation Model
Quality Over Quantity? LLM-Based Curation for a Data-Efficient Audio-Video Foundation Model
Arxiv
0+阅读 · 10月30日
BugPilot: Complex Bug Generation for Efficient Learning of SWE Skills
Arxiv
0+阅读 · 10月28日
Hallucinations in Bibliographic Recommendation: Citation Frequency as a Proxy for Training Data Redundancy
Arxiv
0+阅读 · 10月29日
The Economics of AI Training Data: A Research Agenda
Arxiv
0+阅读 · 10月28日
Gradient-Weight Alignment as a Train-Time Proxy for Generalization in Classification Tasks
Arxiv
0+阅读 · 10月29日
PSTF-AttControl: Per-Subject-Tuning-Free Personalized Image Generation with Controllable Face Attributes
Arxiv
0+阅读 · 10月29日
DeltaPhi: Physical States Residual Learning for Neural Operators in Data-Limited PDE Solving
Arxiv
0+阅读 · 10月28日
Convolutional Hierarchical Deep Learning Neural Networks-Tensor Decomposition (C-HiDeNN-TD): a scalable surrogate modeling approach for large-scale physical systems
Arxiv
0+阅读 · 10月27日
Trade-offs in Data Memorization via Strong Data Processing Inequalities
Arxiv
0+阅读 · 10月28日
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