| CMU |
Safety-Critical Scenarios Generation and Generalization for Autonomous Driving |
Wenhao Ding, Jiacheng Zhu |
Ding Zhao, Bo Li |
| CMU |
Near and Far-Field Sensor Fusion for 3D Body Pose Estimation and Tracking |
Yu-Jhe Li, Zhengyi Luo |
Kris Kitani |
| CMU/MIT
|
Holistic Distributed Deep Learning Compilation with Automated Cross-stack Optimization |
Byungsoo Jeon, Sunghyun Kim |
Tianqi Chen, Zhihao Jia |
| Cornell |
Power Inference with Self-Supervised Learning |
Chenhui Deng, Andrew Butt |
Zhiru Zhang |
| Georgia Tech/UT Austin
|
Real-time Visual Processing for Autonomous Driving via Video Transformer with Data-Model-Accelerator Tri-design |
Rishov Sarkar, Zhiwen Fan |
Callie Hao, Atlas Wang |
| Michigan |
Algorithm-Hardware Co-Design for Energy-Efficient Autonomous Planning |
Anthony Opipari, Alphonsus Adu-Bredu |
Odest Chadwicke Jenkins |
| MIT |
Gallium Nitride CMOS Technology for the Next Generation of RF Front End Modules |
Qingyun Xie, John Niroula |
Tomas Palacios |
| MIT |
System-Algorithm Co-Design for Efficient On-Device Training |
Ji Lin, Ligeng Zhu |
Song Han |
| Princeton |
Bridging the Gap between Domain-Specific Languages and Hardware Accelerators with Unified Software/Hardware Abstractions |
Yu Zeng, Yi Li |
Sharad Malik |
| UCB |
High-Speed SerDes with Feed-Forward Non-Linear Equalizer on Silicon Photonics for Immersive AR/VR Hardware |
Kunmo Kim, Sunjin Choi |
Ali Niknejad, Vladimir Stojanovic |
| UCSD |
Neural-Enhanced Multipath-Aided Positioning |
Mingchao Liang, Wenyu Zhang |
Florian Meyer |
| UCSD |
Augmenting environment sensing with multi-beam 5G mmWave systems |
Ish Kumar Jain, Raghav Subbaraman |
Dinesh Bharadia, Aaron Schulman |
| UCSD |
Active Learning for Efficient Annotations of Very Large Datasets: Framework, Models, Metrics, and Case Studies in Autonomous Driving |
Ross Greer, Kuan-Lin Chen |
Mohan Trivedi, Bhaskar Rao |
| UCSD |
Transformers as Meta-Learners for Neural Fields |
Yinbo Chen, Jiarui Xu |
Xiaolong Wang |
| UCSD |
Bridging Semantic, Geometric and Physical Reasoning in Indoor 3D Scenes |
Yu-Ying Yeh, Rui Zhu |
Manmohan Chandraker |
| UCSD |
Robust Machine Learning in IoT Devices |
Xiyuan Zhang, Ranak Roy Chowdhury |
Rajesh Gupta, Jingbo Shang |
| UIUC |
Provably Robust Machine Learning for Wireless Systems |
Zikun Liu, Calvin Xu |
Deepak Vasisht, Gagandeep Singh |
| UT Austin |
Tunable ultra-small monolithically-rolled-up filter network by piezoelectric actuation |
Zhendong Yang, Kristen Nguyen |
Xiuling Li, Songbin Gong |
| UT Austin |
Many-domain Processors: Securing 100s of Concurrent Security Domains |
Shijia Wei, Prateek Sahu |
Mohit Tiwari |