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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"
42 / 42 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
Naoufel Werghi
Mohammed Bennamoun
Arif Mahmood
66
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
95
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
102
8
0
28 Feb 2025
PuzzleGPT: Emulating Human Puzzle-Solving Ability for Time and Location Prediction
Hammad A. Ayyubi
Xuande Feng
Junzhang Liu
Xudong Lin
Zhecan Wang
Shih-Fu Chang
45
0
0
24 Jan 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
79
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
39
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
67
2
0
15 Jul 2024
StackOverflowVQA: Stack Overflow Visual Question Answering Dataset
Motahhare Mirzaei
Mohammad Javad Pirhadi
Sauleh Eetemadi
26
0
0
17 May 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
Ngan Luu-Thuy Nguyen
CoGe
39
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
75
19
0
03 Apr 2024
Unifying Latent and Lexicon Representations for Effective Video-Text Retrieval
Haowei Liu
Yaya Shi
Haiyang Xu
Chunfen Yuan
Qinghao Ye
...
Mingshi Yan
Ji Zhang
Fei Huang
Bing Li
Weiming Hu
32
0
0
26 Feb 2024
Towards A Better Metric for Text-to-Video Generation
Jay Zhangjie Wu
Guian Fang
Haoning Wu
Xintao Wang
Yixiao Ge
...
Rui Zhao
Weisi Lin
Wynne Hsu
Ying Shan
Mike Zheng Shou
VGen
37
34
0
15 Jan 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
27
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
31
3
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
35
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
30
0
0
20 Oct 2023
Empowering Visually Impaired Individuals: A Novel Use of Apple Live Photos and Android Motion Photos
Seyedalireza Khoshsirat
Chandra Kambhamettu
25
9
0
14 Sep 2023
Vision Language Transformers: A Survey
Clayton Fields
C. Kennington
VLM
28
5
0
06 Jul 2023
MultiVENT: Multilingual Videos of Events with Aligned Natural Text
Kate Sanders
David Etter
Reno Kriz
Benjamin Van Durme
VGen
42
7
0
06 Jul 2023
Benchmarking Robustness of Adaptation Methods on Pre-trained Vision-Language Models
Shuo Chen
Jindong Gu
Zhen Han
Yunpu Ma
Philip Torr
Volker Tresp
VPVLM
VLM
34
17
0
03 Jun 2023
PanoGen: Text-Conditioned Panoramic Environment Generation for Vision-and-Language Navigation
Jialu Li
Joey Tianyi Zhou
DiffM
31
49
0
30 May 2023
DiffCap: Exploring Continuous Diffusion on Image Captioning
Yufeng He
Zefan Cai
Xu Gan
Baobao Chang
DiffM
31
5
0
20 May 2023
IMAGINATOR: Pre-Trained Image+Text Joint Embeddings using Word-Level Grounding of Images
Varuna Krishna
S. Suryavardan
Shreyash Mishra
Sathyanarayanan Ramamoorthy
Parth Patwa
Megha Chakraborty
Aman Chadha
Amitava Das
Amit P. Sheth
VLM
25
3
0
12 May 2023
Interpretable multimodal sentiment analysis based on textual modality descriptions by using large-scale language models
Sixia Li
S. Okada
32
3
0
07 May 2023
Expressive Text-to-Image Generation with Rich Text
Songwei Ge
Taesung Park
Jun-Yan Zhu
Jia-Bin Huang
DiffM
79
79
0
13 Apr 2023
Graph Neural Networks in Vision-Language Image Understanding: A Survey
Henry Senior
Greg Slabaugh
Shanxin Yuan
Luca Rossi
GNN
33
14
0
07 Mar 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
94
11
0
03 Mar 2023
A Survey of Knowledge Graph Reasoning on Graph Types: Static, Dynamic, and Multimodal
K. Liang
Lingyuan Meng
Meng Liu
Yue Liu
Wenxuan Tu
Siwei Wang
Sihang Zhou
Xinwang Liu
Fu Sun
LRM
26
108
0
12 Dec 2022
Compressing And Debiasing Vision-Language Pre-Trained Models for Visual Question Answering
Q. Si
Yuanxin Liu
Zheng Lin
Peng Fu
Weiping Wang
VLM
42
1
0
26 Oct 2022
CLIP-Diffusion-LM: Apply Diffusion Model on Image Captioning
Shi-You Xu
VLM
DiffM
32
11
0
10 Oct 2022
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
56
393
0
17 Jun 2022
GIT: A Generative Image-to-text Transformer for Vision and Language
Jianfeng Wang
Zhengyuan Yang
Xiaowei Hu
Linjie Li
Kevin Qinghong Lin
Zhe Gan
Zicheng Liu
Ce Liu
Lijuan Wang
VLM
59
528
0
27 May 2022
Deep Learning Approaches on Image Captioning: A Review
Taraneh Ghandi
H. Pourreza
H. Mahyar
VLM
19
89
0
31 Jan 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
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
259
560
0
28 Sep 2021
How Much Can CLIP Benefit Vision-and-Language Tasks?
Sheng Shen
Liunian Harold Li
Hao Tan
Joey Tianyi Zhou
Anna Rohrbach
Kai-Wei Chang
Z. Yao
Kurt Keutzer
CLIP
VLM
MLLM
202
405
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
Huayu Chen
Boqing Gong
ViT
251
577
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
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
Unifying Vision-and-Language Tasks via Text Generation
Jaemin Cho
Jie Lei
Hao Tan
Joey Tianyi Zhou
MLLM
277
525
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
260
157
0
02 Jan 2021
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