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Towards Understanding Generalization in DP-GD: A Case Study in Training Two-Layer CNNs
Arxiv
0+阅读 · 2月8日
Understanding Generalization in Diffusion Distillation via Probability Flow Distance
Arxiv
0+阅读 · 2月12日
MerNav: A Highly Generalizable Memory-Execute-Review Framework for Zero-Shot Object Goal Navigation
Arxiv
0+阅读 · 2月5日
Color Matters: Demosaicing-Guided Color Correlation Training for Generalizable AI-Generated Image Detection
Arxiv
0+阅读 · 1月30日
Decoupling Generalizability and Membership Privacy Risks in Neural Networks
Arxiv
0+阅读 · 2月2日
Do Bias Benchmarks Generalise? Evidence from Voice-based Evaluation of Gender Bias in SpeechLLMs
Arxiv
0+阅读 · 2月1日
MEMOIR: Lifelong Model Editing with Minimal Overwrite and Informed Retention for LLMs
Arxiv
0+阅读 · 2月2日
Sim-and-Human Co-training for Data-Efficient and Generalizable Robotic Manipulation
Arxiv
0+阅读 · 1月27日
MetaboNet: The Largest Publicly Available Consolidated Dataset for Type 1 Diabetes Management
Arxiv
0+阅读 · 1月16日
Softly Induced Functional Simplicity: Implications for Neural Network Generalisation, Robustness, and Distillation
Arxiv
0+阅读 · 1月15日
SceneSplat++: A Large Dataset and Comprehensive Benchmark for Language Gaussian Splatting
Arxiv
0+阅读 · 1月25日
A Large-scale Benchmark on Geological Fault Delineation Models: Domain Shift, Training Dynamics, Generalizability, Evaluation and Inferential Behavior
Arxiv
0+阅读 · 1月19日
Stability and Generalization of Nonconvex Optimization with Heavy-Tailed Noise
Arxiv
0+阅读 · 1月27日
An Empirical Study on Preference Tuning Generalization and Diversity Under Domain Shift
Arxiv
0+阅读 · 1月9日
API: Empowering Generalizable Real-World Image Dehazing via Adaptive Patch Importance Learning
Arxiv
0+阅读 · 1月5日
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