MIPR
Updated: 2023-03-23 20:18:39
MIPR Update
SMC 2023 Deadline
Updated: 2023-03-23 20:18:39IEEE Systems, Man, and Cybernetics Deadline March 30, 2023SCIA 2023
Updated: 2023-03-23 20:18:38Scandinavian Conference on Image Analysis April 18-21 2023Paper in ICLR 2023 on “Emergence of Maps in the Memories of Blind Navigation Agents”
Updated: 2023-03-22 15:16:46
Animal navigation research posits that organisms build and maintain internal spatial representations, or maps, of their environment. We ask if machines -- specifically, artificial intelligence (AI) navigation agents -- also build implicit (or 'mental') maps. A positive answer to this question would (a) explain the surprising phenomenon in recent literature of ostensibly map-free neural-networks achieving strong performance, and (b) strengthen the evidence of mapping as a fundamental mechanism for navigation by intelligent embodied agents, whether they be biological or artificial. ...Paper in ICLR 2023 on “Discrete Predictor-Corrector Diffusion Models for Image Synthesis”
Updated: 2023-03-10 17:00:00
We introduce Discrete Predictor-Corrector diffusion models (DPC), extending predictor-corrector samplers in Gaussian diffusion models to the discrete case. Predictor-corrector samplers are a class of samplers for diffusion models, which improve on ancestral samplers by correcting the sampling distribution of intermediate diffusion states using MCMC methods. ...Some recent publications for 2023
Updated: 2023-03-10 15:18:13
Here is a list of some recent works accepted for publication that I am honored to be part of. These will be appearing in CHI, ICLR, and CVPR. Excited to share these new efforts.