Probing Conceptual Understanding of Large Visual-Language Models

Probing Conceptual Understanding of Large Visual-Language Models

7 April 2023

Madeline Chantry Schiappa

Raiyaan Abdullah

Jared Claypoole

Michael Cogswell

Papers citing "Probing Conceptual Understanding of Large Visual-Language Models"

10 / 10 papers shown

Title
HierarQ: Task-Aware Hierarchical Q-Former for Enhanced Video Understanding Shehreen Azad Vibhav Vineet Yogesh S Rawat VLM 163 1 0 11 Mar 2025
BloomVQA: Assessing Hierarchical Multi-modal Comprehension Yunye Gong Robik Shrestha Jared Claypoole Michael Cogswell Arijit Ray Christopher Kanan Ajay Divakaran 36 0 0 20 Dec 2023
COLA: A Benchmark for Compositional Text-to-image Retrieval Arijit Ray Filip Radenovic Abhimanyu Dubey Bryan A. Plummer Ranjay Krishna Kate Saenko CoGe VLM 41 34 0 05 May 2023
Why is Winoground Hard? Investigating Failures in Visuolinguistic Compositionality Anuj Diwan Layne Berry Eunsol Choi David Harwath Kyle Mahowald CoGe 108 41 0 01 Nov 2022
Unpacking Large Language Models with Conceptual Consistency Pritish Sahu Michael Cogswell Yunye Gong Ajay Divakaran LRM 87 16 0 29 Sep 2022
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation Junnan Li Dongxu Li Caiming Xiong Guosheng Lin MLLM BDL VLM CLIP 392 4,154 0 28 Jan 2022
WIT: Wikipedia-based Image Text Dataset for Multimodal Multilingual Machine Learning Krishna Srinivasan K. Raman Jiecao Chen Michael Bendersky Marc Najork VLM 208 310 0 02 Mar 2021
Conceptual 12M: Pushing Web-Scale Image-Text Pre-Training To Recognize Long-Tail Visual Concepts Soravit Changpinyo P. Sharma Nan Ding Radu Soricut VLM 299 1,084 0 17 Feb 2021
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision Chao Jia Yinfei Yang Ye Xia Yi-Ting Chen Zarana Parekh Hieu H. Pham Quoc V. Le Yun-hsuan Sung Zhen Li Tom Duerig VLM CLIP 331 3,708 0 11 Feb 2021
Decoupling the Role of Data, Attention, and Losses in Multimodal Transformers Lisa Anne Hendricks John F. J. Mellor R. Schneider Jean-Baptiste Alayrac Aida Nematzadeh 79 110 0 31 Jan 2021