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2205.12005
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mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections
24 May 2022
Chenliang Li
Haiyang Xu
Junfeng Tian
Wei Wang
Ming Yan
Bin Bi
Jiabo Ye
Hehong Chen
Guohai Xu
Zheng-da Cao
Ji Zhang
Songfang Huang
Feiran Huang
Jingren Zhou
Luo Si
VLM
MLLM
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Papers citing
"mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections"
29 / 29 papers shown
Title
Multi-Resolution Pathology-Language Pre-training Model with Text-Guided Visual Representation
Shahad Albastaki
Anabia Sohail
I. I. Ganapathi
B. Alawode
Asim Khan
Sajid Javed
N. Werghi
Mohammed Bennamoun
Arif Mahmood
63
0
0
26 Apr 2025
MLLM-Selector: Necessity and Diversity-driven High-Value Data Selection for Enhanced Visual Instruction Tuning
Yiwei Ma
Guohai Xu
Xiaoshuai Sun
Jiayi Ji
Jie Lou
Debing Zhang
Rongrong Ji
90
0
0
26 Mar 2025
RoboBrain: A Unified Brain Model for Robotic Manipulation from Abstract to Concrete
Yuheng Ji
Huajie Tan
Jiayu Shi
Xiaoshuai Hao
Yuan Zhang
...
Huaihai Lyu
Xiaolong Zheng
Jiaming Liu
Zhongyuan Wang
Shanghang Zhang
84
5
0
28 Feb 2025
Know "No'' Better: A Data-Driven Approach for Enhancing Negation Awareness in CLIP
J. Park
Jungbeom Lee
Jongyoon Song
Sangwon Yu
Dahuin Jung
Sungroh Yoon
45
0
0
19 Jan 2025
Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios
Shantanu Jaiswal
Debaditya Roy
Basura Fernando
Cheston Tan
ReLM
LRM
66
2
0
20 Nov 2024
Controllable Contextualized Image Captioning: Directing the Visual Narrative through User-Defined Highlights
Shunqi Mao
Chaoyi Zhang
Hang Su
Hwanjun Song
Igor Shalyminov
Weidong Cai
26
1
0
16 Jul 2024
NTSEBENCH: Cognitive Reasoning Benchmark for Vision Language Models
Pranshu Pandya
Agney S Talwarr
Vatsal Gupta
Tushar Kataria
Dan Roth
Vivek Gupta
LRM
54
2
0
15 Jul 2024
ViTextVQA: A Large-Scale Visual Question Answering Dataset for Evaluating Vietnamese Text Comprehension in Images
Quan Van Nguyen
Dan Quang Tran
Huy Quang Pham
Thang Kien-Bao Nguyen
Nghia Hieu Nguyen
Kiet Van Nguyen
N. Nguyen
CoGe
35
3
0
16 Apr 2024
Faster Diffusion via Temporal Attention Decomposition
Haozhe Liu
Wentian Zhang
Jinheng Xie
Francesco Faccio
Mengmeng Xu
Tao Xiang
Mike Zheng Shou
Juan-Manuel Perez-Rua
Jürgen Schmidhuber
DiffM
64
19
0
03 Apr 2024
TiMix: Text-aware Image Mixing for Effective Vision-Language Pre-training
Chaoya Jiang
Wei Ye
Haiyang Xu
Qinghao Ye
Mingshi Yan
Ji Zhang
Shikun Zhang
CLIP
VLM
11
4
0
14 Dec 2023
Cross-modal Contrastive Learning with Asymmetric Co-attention Network for Video Moment Retrieval
Love Panta
Prashant Shrestha
Brabeem Sapkota
Amrita Bhattarai
Suresh Manandhar
Anand Kumar Sah
16
2
0
12 Dec 2023
Emergent Open-Vocabulary Semantic Segmentation from Off-the-shelf Vision-Language Models
Jiayun Luo
Siddhesh Khandelwal
Leonid Sigal
Boyang Albert Li
MLLM
VLM
27
7
0
28 Nov 2023
Multiscale Superpixel Structured Difference Graph Convolutional Network for VL Representation
Siyu Zhang
Ye-Ting Chen
Fang Wang
Yaoru Sun
Jun Yang
Lizhi Bai
SSL
17
0
0
20 Oct 2023
MultiVENT: Multilingual Videos of Events with Aligned Natural Text
Kate Sanders
David Etter
Reno Kriz
Benjamin Van Durme
VGen
23
7
0
06 Jul 2023
PanoGen: Text-Conditioned Panoramic Environment Generation for Vision-and-Language Navigation
Jialu Li
Mohit Bansal
DiffM
24
48
0
30 May 2023
DiffCap: Exploring Continuous Diffusion on Image Captioning
Yufeng He
Zefan Cai
Xu Gan
Baobao Chang
DiffM
19
5
0
20 May 2023
Interpretable multimodal sentiment analysis based on textual modality descriptions by using large-scale language models
Sixia Li
S. Okada
19
3
0
07 May 2023
Expressive Text-to-Image Generation with Rich Text
Songwei Ge
Taesung Park
Jun-Yan Zhu
Jia-Bin Huang
DiffM
77
75
0
13 Apr 2023
Prophet: Prompting Large Language Models with Complementary Answer Heuristics for Knowledge-based Visual Question Answering
Zhou Yu
Xuecheng Ouyang
Zhenwei Shao
Mei Wang
Jun Yu
MLLM
86
11
0
03 Mar 2023
Unified-IO: A Unified Model for Vision, Language, and Multi-Modal Tasks
Jiasen Lu
Christopher Clark
Rowan Zellers
Roozbeh Mottaghi
Aniruddha Kembhavi
ObjD
VLM
MLLM
31
391
0
17 Jun 2022
Deep Learning Approaches on Image Captioning: A Review
Taraneh Ghandi
H. Pourreza
H. Mahyar
VLM
8
88
0
31 Jan 2022
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
385
4,010
0
28 Jan 2022
VideoCLIP: Contrastive Pre-training for Zero-shot Video-Text Understanding
Hu Xu
Gargi Ghosh
Po-Yao (Bernie) Huang
Dmytro Okhonko
Armen Aghajanyan
Florian Metze
Luke Zettlemoyer
Florian Metze Luke Zettlemoyer Christoph Feichtenhofer
CLIP
VLM
245
554
0
28 Sep 2021
How Much Can CLIP Benefit Vision-and-Language Tasks?
Sheng Shen
Liunian Harold Li
Hao Tan
Mohit Bansal
Anna Rohrbach
Kai-Wei Chang
Z. Yao
Kurt Keutzer
CLIP
VLM
MLLM
185
403
0
13 Jul 2021
VATT: Transformers for Multimodal Self-Supervised Learning from Raw Video, Audio and Text
Hassan Akbari
Liangzhe Yuan
Rui Qian
Wei-Hong Chuang
Shih-Fu Chang
Yin Cui
Boqing Gong
ViT
231
573
0
22 Apr 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
273
1,077
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
293
3,683
0
11 Feb 2021
Unifying Vision-and-Language Tasks via Text Generation
Jaemin Cho
Jie Lei
Hao Tan
Mohit Bansal
MLLM
249
518
0
04 Feb 2021
VinVL: Revisiting Visual Representations in Vision-Language Models
Pengchuan Zhang
Xiujun Li
Xiaowei Hu
Jianwei Yang
Lei Zhang
Lijuan Wang
Yejin Choi
Jianfeng Gao
ObjD
VLM
252
157
0
02 Jan 2021
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