Curriculum Learning for Data-Efficient Vision-Language Alignment

Curriculum Learning for Data-Efficient Vision-Language Alignment

29 July 2022

Tejas Srinivasan

Xiang Ren

Papers citing "Curriculum Learning for Data-Efficient Vision-Language Alignment"

7 / 7 papers shown

Title
Exploring Curriculum Learning for Vision-Language Tasks: A Study on Small-Scale Multimodal Training Rohan Saha Abrar Fahim Alona Fyshe Alex Murphy 26 0 0 20 Oct 2024
Can Vision Language Models Learn from Visual Demonstrations of Ambiguous Spatial Reasoning? Bowen Zhao Leo Parker Dirac Paulina Varshavskaya VLM LRM 26 0 0 25 Sep 2024
Robust Domain Misinformation Detection via Multi-modal Feature Alignment Hui Liu Wenya Wang Hao Sun Anderson de Rezende Rocha Haoliang Li 43 11 0 24 Nov 2023
UnIVAL: Unified Model for Image, Video, Audio and Language Tasks Mustafa Shukor Corentin Dancette Alexandre Ramé Matthieu Cord MoMe MLLM 61 42 0 30 Jul 2023
Learning from Children: Improving Image-Caption Pretraining via Curriculum Hammad A. Ayyubi R. Lokesh Alireza Zareian Bohong Wu Shih-Fu Chang VLM CLIP 22 1 0 27 May 2023
Does Vision-and-Language Pretraining Improve Lexical Grounding? Tian Yun Chen Sun Ellie Pavlick VLM CoGe 40 32 0 21 Sep 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 310 3,708 0 11 Feb 2021