CLoVe: Encoding Compositional Language in Contrastive Vision-Language Models

22 February 2024

Papers citing "CLoVe: Encoding Compositional Language in Contrastive Vision-Language Models"

7 / 7 papers shown

Title
Enhancing Vision-Language Compositional Understanding with Multimodal Synthetic Data Haoxin Li Boyang Li CoGe 67 0 0 03 Mar 2025
Analyzing CLIP's Performance Limitations in Multi-Object Scenarios: A Controlled High-Resolution Study Reza Abbasi Ali Nazari Aminreza Sefid Mohammadali Banayeeanzade M. Rohban M. Baghshah VLM 53 1 0 27 Feb 2025
Exploring the Spectrum of Visio-Linguistic Compositionality and Recognition Youngtaek Oh Pyunghwan Ahn Jinhyung Kim Gwangmo Song Soonyoung Lee In So Kweon Junmo Kim CoGe 26 2 0 13 Jun 2024
From Frege to chatGPT: Compositionality in language, cognition, and deep neural networks Jacob Russin Sam Whitman McGrath Danielle J. Williams Lotem Elber-Dorozko AI4CE 59 2 0 24 May 2024
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation Junnan Li Dongxu Li Caiming Xiong S. Hoi MLLM BDL VLM CLIP 382 4,010 0 28 Jan 2022
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 253 4,735 0 24 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 293 3,683 0 11 Feb 2021