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More than Just Lines on a Map: Best Practices for U.S Bike Routes
This session highlights best practices and lessons learned for U.S. Bike Route System designation, as well as how and why these routes should be integrated into bicycle planning at the local and regional level.
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Social Media Marketing Trends 2024 // The Global Indie Insights
Social Media Marketing Trends 2024 // The Global Indie Insights
Trends In Paid Search: Navigating The Digital Landscape In 2024
Trends In Paid Search: Navigating The Digital Landscape In 2024
5 Public speaking tips from TED - Visualized summary
5 Public speaking tips from TED - Visualized summary
Google's Just Not That Into You: Understanding Core Updates & Search Intent
Google's Just Not That Into You: Understanding Core Updates & Search Intent
The six step guide to practical project management
The six step guide to practical project management
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...
Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...
More than Just Lines on a Map: Best Practices for U.S Bike Routes
More than Just Lines on a Map: Best Practices for U.S Bike Routes
Ride the Storm: Navigating Through Unstable Periods / Katerina Rudko (Belka G...
Ride the Storm: Navigating Through Unstable Periods / Katerina Rudko (Belka G...
Good Stuff Happens in 1:1 Meetings: Why you need them and how to do them well
Good Stuff Happens in 1:1 Meetings: Why you need them and how to do them well
Clockwork ConvNets for Video Semantic Segmentation
- 3. The Idea – Adapt FCN to Video Segmentation • Naïve Idea: segment video frames as still images • Drawbacks • Computation redundancy • Ignoring the temporal continuity inherit • Two Key observations: • The speed of motion varies in video. • Deeper layers in the feature hierarchy change more slowly.
- 4. Analysis
- 6. Clockwork ConvNets on Time
- 7. Clockwork • Fix-rated clockwork • Exponential clockwork: 1, 2, 4, 8, … • Alternating clockwork: 0, 1, 0, 1 • Adaptive clockwork • Threshold clockwork: • Learned clockwork:
- 8. Fix-rated Clockwork – translated PASCAL
- 9. Adaptive Clockwork – YouTube-Objects
- 10. The Idea -- Clockwork • Hardship in learning Long-term dependencies (Vanishing gradient)
- 12. The End