| CMU |
Open World 3D Dynamic Reconstruction For Smart Cities |
Gengshan Yang, Dinesh Reddy Narapureddy |
Srinivasa Narasimhan, Deva Ramanan |
| Michigan / Washington |
Machine Learning Designs for Universal Decoders |
Mohammad Vahid Jamali, Xiyang Liu |
Sewoong Oh, Hessam Mahdavifar |
| MIT |
Algorithm-Hardware Co-Design for Efficient LiDAR-Based Autonomous Driving |
Zhijian Liu, Yujun Lin |
Song Han |
| MIT |
Long Term Multi-Agent Hybrid Prediction through Online Factored Concept Inference and Continual Hierarchical Learning |
Xin Huang, Meng Feng |
Brian Williams |
| MIT |
On-Device NLP Inference and Training with Algorithm-Hardware Co-Design |
Hanrui Wang, Han Cai |
Song Han, Hae-Seung Lee |
| Princeton |
Optimization Inspired Neural Architectures for 3D Reconstruction |
Zachary Teed, Ankit Goyal |
Jia Deng |
| Princeton |
Quantum Computation for Wireless Networks |
Sai Srikar Kasi, Minsung Kim |
Kyle Jamieson |
| Purdue University |
A Generalized Framework for Optimizing ML Workload Acceleration in Processing-in/near Memory Architectures |
Mustafa Ali, Tanvi Sharma |
Kaushik Roy |
| Stanford |
Implicit Representations for Compositional, Generalizable Scene Understanding |
Hongxing Yu, Michelle Guo |
Jiajun Wu |
| UCB |
Practical Lifting for Verification of Trusted Platform Software |
Kevin Cheang, Federico Mora |
Sanjit Seshia, Alvin Cheung |
| UCLA |
A Stochastic Compute-In-Memory Neural Network Accelerator with Variable Precision Tuning |
Jiyue Yang, Tianmu Li |
Sudhakar Pamarti, Puneet Gupta |
| UCSD |
Best-of-Class Digital PLL Frequency Synthesis IC Development |
Eslam Helal, Amr Eissa |
Ian Galton |
| University of Toronto |
Learning Long-Range 3D Object Detectors for High-Speed Autonomous Driving |
Anas Mahmoud, Juan Carrillo |
Steven Waslander |
| USC |
Federated Deep Learning: On-device Learning of CV and NLP with Transformers and CNNs |
Chaoyang He, Saurav Prakash |
Salman Avestimehr |
| UT Austin |
Federated Generative Learning for Channel Estimation in mmWave and THz systems |
Akash Doshi, Manan Gupta |
Jeffrey Andrews |
| Washington |
Enhanced Self-Interference Suppression with Phase Noise Cancellation for use in Full-duplex Radios |
Yi-Hsiang Huang, Xichen Li |
Chris Rudell, Visvesh Sathe |