UniCLIP: Unified Framework for Contrastive Language-Image Pre-training

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UniCLIP: Unified Framework for Contrastive Language-Image Pre-training

27 September 2022

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Papers citing "UniCLIP: Unified Framework for Contrastive Language-Image Pre-training"

17 / 17 papers shown

Title
3D-Aware Vision-Language Models Fine-Tuning with Geometric Distillation Seonho Lee Jiho Choi Inha Kang Jiwook Kim J. Park Hyunjung Shim VLM 55 0 0 11 Jun 2025
Fusing Cross-modal and Uni-modal Representations: A Kronecker Product Approach Youqi Wu Jingwei Zhang Farzan Farnia 18 0 0 10 Jun 2025
RadZero: Similarity-Based Cross-Attention for Explainable Vision-Language Alignment in Radiology with Zero-Shot Multi-Task Capability Jonggwon Park Soobum Kim Byungmu Yoon Kyoyun Choi MedIm 102 0 0 10 Apr 2025
Impact of Language Guidance: A Reproducibility Study Cherish Puniani Advika Sinha Shree Singhi Aayan Yadav VLM 204 0 0 10 Apr 2025
Self-supervised Transformation Learning for Equivariant Representations Jaemyung Yu Jaehyun Choi Dong-Jae Lee H. Hong Junmo Kim 90 1 0 15 Jan 2025
COSMOS: Cross-Modality Self-Distillation for Vision Language Pre-training Sanghwan Kim Rui Xiao Mariana-Iuliana Georgescu Stephan Alaniz Zeynep Akata VLM 337 3 0 02 Dec 2024
Unleashing the Potential of Vision-Language Pre-Training for 3D Zero-Shot Lesion Segmentation via Mask-Attribute Alignment Yankai Jiang Wenhui Lei Xiaofan Zhang Shanghang Zhang MedIm 125 3 0 21 Oct 2024
What Do You See? Enhancing Zero-Shot Image Classification with Multimodal Large Language Models Abdelrahman Abdelhamed Mahmoud Afifi Alec Go MLLM VLM 165 3 0 24 May 2024
Heterogeneous Contrastive Learning for Foundation Models and Beyond Lecheng Zheng Baoyu Jing Zihao Li Hanghang Tong Jingrui He VLM 96 22 0 30 Mar 2024
Misalign, Contrast then Distill: Rethinking Misalignments in Language-Image Pretraining Bumsoo Kim Yeonsik Jo Jinhyung Kim S. Kim VLM 86 8 0 19 Dec 2023
Mini-Batch Optimization of Contrastive Loss Jaewoong Cho Kartik K. Sreenivasan Keon Lee Kyunghoo Mun Soheun Yi Jeong-Gwan Lee Anna Lee Jy-yong Sohn Dimitris Papailiopoulos Kangwook Lee SSL 88 10 0 12 Jul 2023
ELVIS: Empowering Locality of Vision Language Pre-training with Intra-modal Similarity Sumin Seo Jaewoong Shin Jaewoo Kang Tae Soo Kim Thijs Kooi 45 1 0 11 Apr 2023
Learning Customized Visual Models with Retrieval-Augmented Knowledge Haotian Liu Kilho Son Jianwei Yang Ce Liu Jianfeng Gao Yong Jae Lee Chunyuan Li VLM 129 56 0 17 Jan 2023
Retrieval-based Disentangled Representation Learning with Natural Language Supervision Jiawei Zhou Xiaoguang Li Lifeng Shang Xin Jiang Qun Liu Lei Chen DRL 73 6 0 15 Dec 2022
Significantly Improving Zero-Shot X-ray Pathology Classification via Fine-tuning Pre-trained Image-Text Encoders Jongseong Jang Daeun Kyung Seunghyeon Kim Honglak Lee Kyunghoon Bae Edward Choi LM&MA MedIm 70 11 0 14 Dec 2022
Non-Contrastive Learning Meets Language-Image Pre-Training Jinghao Zhou Li Dong Zhe Gan Lijuan Wang Furu Wei VLM CLIP 75 26 0 17 Oct 2022
An Information Theory-inspired Strategy for Automatic Network Pruning Xiawu Zheng Yuexiao Ma Teng Xi Gang Zhang Errui Ding Yuchao Li Jie Chen Yonghong Tian Rongrong Ji 194 13 0 19 Aug 2021

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