Vitali Petsiuk

RISE: Randomized Input Sampling for Explanation of Black-box Models

Vitali Petsiuk, Abir Das, Kate Saenko · arXiv (Cornell University) · 2018 · 207 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +20

Guided Zoom: Zooming into Network Evidence to Refine Fine-Grained Model Decisions

Sarah Adel Bargal, Andrea Zunino, Vitali Petsiuk et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2021 · 25 citations

Guided Zoom: Questioning Network Evidence for Fine-grained Classification

Sarah Adel Bargal, Andrea Zunino, Vitali Petsiuk et al. · arXiv (Cornell University) · 2018 · 15 citations · Full text

Human Evaluation of Text-to-Image Models on a Multi-Task Benchmark

Vitali Petsiuk, Alexander E. Siemenn, Saisamrit Surbehera et al. · arXiv (Cornell University) · 2022 · 13 citations · Full text

Natural Language Processing, Artificial Intelligence, Multimodal Llm +13

Black-box Explanation of Object Detectors via Saliency Maps

Vitali Petsiuk, Rajiv Jain, Varun Manjunatha et al. · 2021 · 11 citations · Full text

Object Categorization, Machine Learning, Engineering +16