A Neural Network Approach to Context-Sensitive Generation of Conversational Responses
MatchNet: Unifying Feature and Metric Learning for Patch-Based Matching
Understanding Neural Networks Through Deep Visualization
Code: https://github.com/yosinski/deep-visualization-toolbox
Mining Mid-level Visual Patterns with Deep CNN Activations
Targeting Ultimate Accuracy: Face Recognition via Deep Embedding

本文精选了多个深度学习领域的前沿应用案例,包括利用神经网络生成对话响应、通过金融新闻预测股市变动、采用深度CNN挖掘视觉模式等。这些研究不仅展示了深度学习的强大能力,还涉及了模型解释、高级特征学习及跨媒体内容理解等多个方面。





