Search Results for author: Kriti Aggarwal

Found 10 papers, 5 papers with code

RED QUEEN: Safeguarding Large Language Models against Concealed Multi-Turn Jailbreaking

1 code implementation26 Sep 2024 Yifan Jiang, Kriti Aggarwal, Tanmay Laud, Kashif Munir, Jay Pujara, Subhabrata Mukherjee

Our experiments reveal that all LLMs are vulnerable to RED QUEEN ATTACK, reaching 87. 62% attack success rate on GPT-4o and 75. 4% on Llama3-70B.

Red Teaming

sPhinX: Sample Efficient Multilingual Instruction Fine-Tuning Through N-shot Guided Prompting

no code implementations13 Jul 2024 Sanchit Ahuja, Kumar Tanmay, Hardik Hansrajbhai Chauhan, Barun Patra, Kriti Aggarwal, Luciano del Corro, Arindam Mitra, Tejas Indulal Dhamecha, Ahmed Awadallah, Monojit Choudhary, Vishrav Chaudhary, Sunayana Sitaram

In order to address this, we introduce a novel recipe for creating a multilingual synthetic instruction tuning dataset, sPhinX, which is created by selectively translating instruction response pairs from English into 50 languages.

Machine Translation Question Answering +1

ODIN: A Single Model for 2D and 3D Segmentation

1 code implementation CVPR 2024 Ayush Jain, Pushkal Katara, Nikolaos Gkanatsios, Adam W. Harley, Gabriel Sarch, Kriti Aggarwal, Vishrav Chaudhary, Katerina Fragkiadaki

The gap in performance between methods that consume posed images versus post-processed 3D point clouds has fueled the belief that 2D and 3D perception require distinct model architectures.

3D Instance Segmentation 3D Semantic Segmentation +1

VLMo: Unified Vision-Language Pre-Training with Mixture-of-Modality-Experts

2 code implementations3 Nov 2021 Hangbo Bao, Wenhui Wang, Li Dong, Qiang Liu, Owais Khan Mohammed, Kriti Aggarwal, Subhojit Som, Furu Wei

We present a unified Vision-Language pretrained Model (VLMo) that jointly learns a dual encoder and a fusion encoder with a modular Transformer network.

Image Retrieval Image-text Retrieval +3

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