Search Results for author: Devvrit

Found 2 papers, 1 papers with code

MatFormer: Nested Transformer for Elastic Inference

2 code implementations11 Oct 2023 Devvrit, Sneha Kudugunta, Aditya Kusupati, Tim Dettmers, KaiFeng Chen, Inderjit Dhillon, Yulia Tsvetkov, Hannaneh Hajishirzi, Sham Kakade, Ali Farhadi, Prateek Jain

Furthermore, we observe that smaller encoders extracted from a universal MatFormer-based ViT (MatViT) encoder preserve the metric-space structure for adaptive large-scale retrieval.

Language Modelling

Voting based ensemble improves robustness of defensive models

no code implementations28 Nov 2020 Devvrit, Minhao Cheng, Cho-Jui Hsieh, Inderjit Dhillon

Several previous attempts tackled this problem by ensembling the soft-label prediction and have been proved vulnerable based on the latest attack methods.

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