Amanpreet Singh

papers

4,230

total citations

papers (12)

FLAVA: A Foundational Language and Vision Alignment Model

CVPR 2022arXiv

883

citations

The Hateful Memes Challenge: Detecting Hate Speech in Multimodal Memes

NEURIPS 2020arXiv

792

citations

Winoground: Probing Vision and Language Models for Visio-Linguistic Compositionality

CVPR 2022arXiv

535

citations

Iterative Answer Prediction With Pointer-Augmented Multimodal Transformers for TextVQA

CVPR 2020arXiv

226

citations

Generative Representational Instruction Tuning

ICLR 2025arXiv

222

citations

TextOCR: Towards Large-Scale End-to-End Reasoning for Arbitrary-Shaped Scene Text

CVPR 2021arXiv

222

citations

Human-Adversarial Visual Question Answering

NEURIPS 2021arXiv

citations

Seeing the Un-Scene: Learning Amodal Semantic Maps for Room Navigation

ECCV 2020arXiv

citations

Unsupervised Vision-and-Language Pre-Training via Retrieval-Based Multi-Granular Alignment

CVPR 2022arXiv

citations

Amanpreet Singh

papers (12)

FLAVA: A Foundational Language and Vision Alignment Model

The Hateful Memes Challenge: Detecting Hate Speech in Multimodal Memes

Winoground: Probing Vision and Language Models for Visio-Linguistic Compositionality

TextCaps: a Dataset for Image Captioning with Reading Comprehension

UniT: Multimodal Multitask Learning With a Unified Transformer

OBELICS: An Open Web-Scale Filtered Dataset of Interleaved Image-Text Documents

Iterative Answer Prediction With Pointer-Augmented Multimodal Transformers for TextVQA

Generative Representational Instruction Tuning

TextOCR: Towards Large-Scale End-to-End Reasoning for Arbitrary-Shaped Scene Text

Human-Adversarial Visual Question Answering

Seeing the Un-Scene: Learning Amodal Semantic Maps for Room Navigation

Unsupervised Vision-and-Language Pre-Training via Retrieval-Based Multi-Granular Alignment

papers (12)

FLAVA: A Foundational Language and Vision Alignment Model

The Hateful Memes Challenge: Detecting Hate Speech in Multimodal Memes

Winoground: Probing Vision and Language Models for Visio-Linguistic Compositionality

TextCaps: a Dataset for Image Captioning with Reading Comprehension

UniT: Multimodal Multitask Learning With a Unified Transformer

OBELICS: An Open Web-Scale Filtered Dataset of Interleaved Image-Text Documents

Iterative Answer Prediction With Pointer-Augmented Multimodal Transformers for TextVQA

Generative Representational Instruction Tuning

TextOCR: Towards Large-Scale End-to-End Reasoning for Arbitrary-Shaped Scene Text

Human-Adversarial Visual Question Answering

Seeing the Un-Scene: Learning Amodal Semantic Maps for Room Navigation

Unsupervised Vision-and-Language Pre-Training via Retrieval-Based Multi-Granular Alignment