activity
20232025
most citedSceneDiffuser: Efficient and Controllable Driving Simulation Initialization and Rollout

5 citations · 5 across the 6 of their papers we have counts for

collaborators

6 papers

cs.LG2025

SceneDiffuser++: City-Scale Traffic Simulation via a Generative World Model

Shuhan Tan, John Lambert, Hong Jeon +6

The goal of traffic simulation is to augment a potentially limited amount of manually-driven miles that is available for testing and validation, with a much larger amount of simula…

cs.LG2024★ 5 cited

SceneDiffuser: Efficient and Controllable Driving Simulation Initialization and Rollout

Chiyu Max Jiang, Yijing Bai, Andre Cornman +12

Realistic and interactive scene simulation is a key prerequisite for autonomous vehicle (AV) development. In this work, we present SceneDiffuser, a scene-level diffusion prior desi…

cs.CV2024

CodedEvents: Optimal Point-Spread-Function Engineering for 3D-Tracking with Event Cameras

Sachin Shah, Matthew Albert Chan, Haoming Cai +5

Point-spread-function (PSF) engineering is a well-established computational imaging technique that uses phase masks and other optical elements to embed extra information (e.g., dep…

cs.CV2023

A Scalable Training Strategy for Blind Multi-Distribution Noise Removal

Kevin Zhang, Sakshum Kulshrestha, Christopher Metzler

Despite recent advances, developing general-purpose universal denoising and artifact-removal networks remains largely an open problem: Given fixed network weights, one inherently t…

cs.CV2023

TiDy-PSFs: Computational Imaging with Time-Averaged Dynamic Point-Spread-Functions

Sachin Shah, Sakshum Kulshrestha, Christopher A. Metzler

Point-spread-function (PSF) engineering is a powerful computational imaging techniques wherein a custom phase mask is integrated into an optical system to encode additional informa…

cs.CL2023

Secret-Keeping in Question Answering

Nathaniel W. Rollings, Kent O'Sullivan, Sakshum Kulshrestha

Existing question-answering research focuses on unanswerable questions in the context of always providing an answer when a system can\dots but what about cases where a system {\bf…