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SystemX Alliance 2024 Spring Workshop
Tuesday, April 16, 2024
Stanford Alumni Center, McCaw Hall
Theme: The Intersection of AI, Edge, and Sensing Systems
We are experiencing an explosion of sensors and data, accompanied by an acceleration in machine-to-machine (M2M) communication to support ever more sophisticated AI. This is creating growing challenges in cloud-only processing, due to constraints in bandwidth, latency, energy consumption, and compounded by concerns over privacy and security. Addressing these issues demands breakthroughs in architecture and applications, coupled with advancements in edge sensing technologies. Such innovations are crucial for augmenting cloud capabilities, ensuring a seamless, secure, and efficient AI processing framework that can keep pace with the ever-increasing demands of our digital world.
There will be 3 consecutive sessions for this one-day event:
1. Computing & Sensing at the edge
2. Edge Applications
3. Edge Architectures
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Tuesday, April 16, 2024 Room: McCaw Hall |
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8:30 | Welcome and Introduction | Prof. Amin Arbabian, SystemX Faculty Co-Director |
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8:45 | Keynote Talk: Flexibility vs Optimality: Shifting the Curve in the AI Era | Dr. Chris Rowen, VP, Engineering, Collaboration AI at Cisco |
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9:45 | Seed Grant Presentation: HDCam: On-Board Computer Vision for Low-power Wireless Cameras | Prof. Zerina Kapetanovic (Assistant Professor, EE) & Prof. Sara Achour (Assistant Professor, EE/CS) |
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10:00 | Break | 30 minutes | |||||||
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10:30 | 8-bit Posit-Based Transformer Inference and Fine-tuning Accelerator for Edge Applications | Prof. Priyanka Raina, Assistant Professor (EE) |
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11:00 | Domain Specific Hardware Acceleration for Amazon Devices | Varada Gopalakrishnan, VP, Distinguished Engineer, Lab126, Amazon |
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11:30 | Harnessing Pervasive Data Transience for Next-Generation AI Efficiency | Prof. Thierry Tambe, Assistant Professor (EE) |
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1:00 | GazeGPT: Augmenting Human Capabilities using Gaze-contingent Contextual AI for Smart Eyewear | Prof. Gordon Wetzstein, Associate Professor (EE/CS) |
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1:15 | In-pixel processing for efficient imaging and perception | Haley So, PhD Student (EE) |
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1:30 | Always-on Contextual AI | Dr. Richard Newcombe, VP, Reality Labs, Meta |
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2:00 | Skydio Autonomy Engine: Enabling The Next Generation of Autonomous Flight | Abe Bachrach, CTO and Founder, Skydio |
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2:30 | Break | 30 minutes | |||||||
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3:00 | Adaptive Inference Systems | Prof. Amin Arbabian, SystemX Faculty Co-Director Soheil Hor, PhD Student (EE) |
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3:30 | Generative AI on Devices | Dr. Joseph Soriaga, Sr. Dir, Qualcomm AI Research, Qualcomm |
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4:00 | A Thousand Words - What do we really mean by sensor tokenization? | Sam Sheng, Director of Sensing Technologies, Google |
PDF & Video |
Poster Session and Happy Hour | ||||
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4:30 | Poster Session and Happy Hour Participants List & Poster PDFs |
1 hour |