Title
ChatVideo: A Tracklet-centric Multimodal and Versatile Video Understanding System Junke Wang Dongdong Chen Chong Luo Xiyang Dai Lu Yuan Zuxuan Wu Yu-Gang Jiang 95 54 0 27 Apr 2023
DataComp: In search of the next generation of multimodal datasets S. Gadre Gabriel Ilharco Alex Fang J. Hayase Georgios Smyrnis ... A. Dimakis J. Jitsev Y. Carmon Vaishaal Shankar Ludwig Schmidt VLM 33 415 0 27 Apr 2023
Vision Conformer: Incorporating Convolutions into Vision Transformer Layers Brian Kenji Iwana Akihiro Kusuda ViT 45 2 0 27 Apr 2023
LEMaRT: Label-Efficient Masked Region Transform for Image Harmonization Sheng Liu C. P. Huynh Congmin Chen Maxim Arap Raffay Hamid 36 19 0 25 Apr 2023
Hypernymization of named entity-rich captions for grounding-based multi-modal pretraining Giacomo Nebbia Adriana Kovashka 25 0 0 25 Apr 2023
A Strong and Reproducible Object Detector with Only Public Datasets Tianhe Ren Jianwei Yang Siyi Liu Ailing Zeng Feng Li Hao Zhang Hongyang Li Zhaoyang Zeng Lei Zhang ObjD 43 11 0 25 Apr 2023
Hint-Aug: Drawing Hints from Foundation Vision Transformers Towards Boosted Few-Shot Parameter-Efficient Tuning Zhongzhi Yu Shang Wu Y. Fu Shunyao Zhang Yingyan Lin 33 6 0 25 Apr 2023
A Cookbook of Self-Supervised Learning Randall Balestriero Mark Ibrahim Vlad Sobal Ari S. Morcos Shashank Shekhar ... Pierre Fernandez Amir Bar Hamed Pirsiavash Yann LeCun Micah Goldblum SyDa FedML SSL 50 275 0 24 Apr 2023
Implicit Temporal Modeling with Learnable Alignment for Video Recognition S. Tu Qi Dai Zuxuan Wu Zhi-Qi Cheng Hang-Rui Hu Yu-Gang Jiang 46 35 0 20 Apr 2023
LipsFormer: Introducing Lipschitz Continuity to Vision Transformers Xianbiao Qi Jianan Wang Yihao Chen Yukai Shi Lei Zhang 46 17 0 19 Apr 2023
Visual Instruction Tuning Haotian Liu Chunyuan Li Qingyang Wu Yong Jae Lee SyDa VLM MLLM 157 4,325 0 17 Apr 2023
DisCo-CLIP: A Distributed Contrastive Loss for Memory Efficient CLIP Training Yihao Chen Xianbiao Qi Jianan Wang Lei Zhang 23 16 0 17 Apr 2023
Progressive Visual Prompt Learning with Contrastive Feature Re-formation C. Xu Yuhan Zhu Haocheng Shen Fengyuan Shi Boheng Chen Yixuan Liao Xiaoxin Chen Limin Wang VLM 39 20 0 17 Apr 2023
VALOR: Vision-Audio-Language Omni-Perception Pretraining Model and Dataset Sihan Chen Xingjian He Longteng Guo Xinxin Zhu Weining Wang Jinhui Tang Jinhui Tang VLM 34 104 0 17 Apr 2023
Leveraging sparse and shared feature activations for disentangled representation learning Marco Fumero F. Wenzel L. Zancato Alessandro Achille Emanuele Rodolà Stefano Soatto Bernhard Schölkopf Francesco Locatello OOD DRL 44 22 0 17 Apr 2023
Chain of Thought Prompt Tuning in Vision Language Models Jiaxin Ge Hongyin Luo Siyuan Qian Yulu Gan Jie Fu Shanghang Zhang VLM LRM MLLM 35 27 0 16 Apr 2023
On the Opportunities and Challenges of Foundation Models for Geospatial Artificial Intelligence Gengchen Mai Weiming Huang Jin Sun Suhang Song Deepak Mishra ... Yingjie Hu Chris Cundy Ziyuan Li Rui Zhu Ni Lao AI4CE 35 123 0 13 Apr 2023
Segment Everything Everywhere All at Once Xueyan Zou Jianwei Yang Hao Zhang Feng Li Linjie Li Jianfeng Wang Lijuan Wang Jianfeng Gao Yong Jae Lee MLLM VLM 9 458 0 13 Apr 2023
Lossless Adaptation of Pretrained Vision Models For Robotic Manipulation Mohit Sharma Claudio Fantacci Yuxiang Zhou Skanda Koppula N. Heess Jonathan Scholz Y. Aytar VLM 55 29 0 13 Apr 2023
APPLeNet: Visual Attention Parameterized Prompt Learning for Few-Shot Remote Sensing Image Generalization using CLIP Mainak Singha Ankit Jha Bhupendra S. Solanki Shirsha Bose Biplab Banerjee VLM 27 27 0 12 Apr 2023
A Billion-scale Foundation Model for Remote Sensing Images Keumgang Cha Junghoon Seo Taekyung Lee 38 64 0 11 Apr 2023
Improving Image Recognition by Retrieving from Web-Scale Image-Text Data Ahmet Iscen Alireza Fathi Cordelia Schmid VLM 3DV 38 25 0 11 Apr 2023
Detection Transformer with Stable Matching Siyi Liu Tianhe Ren Jia-Yu Chen Zhaoyang Zeng Hao Zhang ... Hongyang Li Jun Huang Hang Su Jun Zhu Lei Zhang 33 34 0 10 Apr 2023
Interaction-Aware Prompting for Zero-Shot Spatio-Temporal Action Detection Wei-Jhe Huang Jheng-Hsien Yeh Min-Hung Chen Gueter Josmy Faure S. Lai 44 3 0 10 Apr 2023
On Robustness in Multimodal Learning Brandon McKinzie Joseph Cheng Vaishaal Shankar Yinfei Yang Jonathon Shlens Alexander Toshev 42 2 0 10 Apr 2023
Video ChatCaptioner: Towards Enriched Spatiotemporal Descriptions Jun Chen Deyao Zhu Kilichbek Haydarov Xiang Li Mohamed Elhoseiny 36 37 0 09 Apr 2023
Token Boosting for Robust Self-Supervised Visual Transformer Pre-training Tianjiao Li Lin Geng Foo Ping Hu Xindi Shang Hossein Rahmani Zehuan Yuan Jing Liu 51 7 0 09 Apr 2023
Vita-CLIP: Video and text adaptive CLIP via Multimodal Prompting Syed Talal Wasim Muzammal Naseer Salman Khan Fahad Shahbaz Khan M. Shah VLM VPVLM 39 75 0 06 Apr 2023
VicTR: Video-conditioned Text Representations for Activity Recognition Kumara Kahatapitiya Anurag Arnab Arsha Nagrani Michael S. Ryoo 42 20 0 05 Apr 2023
Black Box Few-Shot Adaptation for Vision-Language models Yassine Ouali Adrian Bulat Brais Martínez Georgios Tzimiropoulos VLM 39 31 0 04 Apr 2023
RegionPLC: Regional Point-Language Contrastive Learning for Open-World 3D Scene Understanding Jihan Yang Runyu Ding Weipeng Deng Zhe Wang Xiaojuan Qi 20 62 0 03 Apr 2023
Vision-Language Models for Vision Tasks: A Survey Jingyi Zhang Jiaxing Huang Sheng Jin Shijian Lu VLM 54 496 0 03 Apr 2023
From Isolated Islands to Pangea: Unifying Semantic Space for Human Action Understanding Yong-Lu Li Xiaoqian Wu Xinpeng Liu Zehao Wang Yiming Dou ... Junyi Zhang Yixing Li Jingru Tan Xudong Lu Cewu Lu 27 17 0 02 Apr 2023
DIME-FM: DIstilling Multimodal and Efficient Foundation Models Ximeng Sun Pengchuan Zhang Peizhao Zhang Hardik Shah Kate Saenko Xide Xia VLM 30 20 0 31 Mar 2023
A Study of Autoregressive Decoders for Multi-Tasking in Computer Vision Lucas Beyer Bo Wan Gagan Madan Filip Pavetić Andreas Steiner ... Emanuele Bugliarello Tianlin Li Qihang Yu Liang-Chieh Chen Xiaohua Zhai 62 8 0 30 Mar 2023
MaMMUT: A Simple Architecture for Joint Learning for MultiModal Tasks Weicheng Kuo A. Piergiovanni Dahun Kim Xiyang Luo Benjamin Caine ... Luowei Zhou Andrew M. Dai Zhifeng Chen Claire Cui A. Angelova MLLM VLM 37 23 0 29 Mar 2023
Unmasked Teacher: Towards Training-Efficient Video Foundation Models Kunchang Li Yali Wang Yizhuo Li Yi Wang Yinan He Limin Wang Yu Qiao VGen 57 156 0 28 Mar 2023
Sigmoid Loss for Language Image Pre-Training Xiaohua Zhai Basil Mustafa Alexander Kolesnikov Lucas Beyer CLIP VLM 44 967 0 27 Mar 2023
Text-to-Image Diffusion Models are Zero-Shot Classifiers Kevin Clark P. Jaini DiffM VLM 38 107 0 27 Mar 2023
BlackVIP: Black-Box Visual Prompting for Robust Transfer Learning Changdae Oh Hyeji Hwang Hee-young Lee Yongtaek Lim Geunyoung Jung Jiyoung Jung Hosik Choi Kyungwoo Song VLM VPVLM 85 57 0 26 Mar 2023
Best of Both Worlds: Multimodal Contrastive Learning with Tabular and Imaging Data Paul Hager M. Menten Daniel Rueckert 34 47 0 24 Mar 2023
The effectiveness of MAE pre-pretraining for billion-scale pretraining Mannat Singh Quentin Duval Kalyan Vasudev Alwala Haoqi Fan Vaibhav Aggarwal ... Piotr Dollár Christoph Feichtenhofer Ross B. Girshick Rohit Girdhar Ishan Misra LRM 126 63 0 23 Mar 2023
CoBIT: A Contrastive Bi-directional Image-Text Generation Model Haoxuan You Mandy Guo Zhecan Wang Kai-Wei Chang Jason Baldridge Jiahui Yu DiffM 54 13 0 23 Mar 2023
FeatureNeRF: Learning Generalizable NeRFs by Distilling Foundation Models Jianglong Ye Naiyan Wang Xinyu Wang DiffM 53 41 0 22 Mar 2023
Frozen Language Model Helps ECG Zero-Shot Learning Jun Yu Li Che Liu Sibo Cheng Rossella Arcucci linda Qiao 28 59 0 22 Mar 2023
MAGVLT: Masked Generative Vision-and-Language Transformer Sungwoong Kim DaeJin Jo Donghoon Lee Jongmin Kim VLM 47 12 0 21 Mar 2023
VideoXum: Cross-modal Visual and Textural Summarization of Videos Jingyang Lin Hang Hua Ming Chen Yikang Li Jenhao Hsiao C. Ho Jiebo Luo 36 30 0 21 Mar 2023
Multi-modal Prompting for Low-Shot Temporal Action Localization Chen Ju Zeqian Li Peisen Zhao Ya Zhang Xiaopeng Zhang Qi Tian Yanfeng Wang Weidi Xie 44 18 0 21 Mar 2023
A Complete Survey on Generative AI (AIGC): Is ChatGPT from GPT-4 to GPT-5 All You Need? Chaoning Zhang Chenshuang Zhang Sheng Zheng Yu Qiao Chenghao Li ... Lik-Hang Lee Yang Yang Heng Tao Shen In So Kweon Choong Seon Hong 85 160 0 21 Mar 2023
Large AI Models in Health Informatics: Applications, Challenges, and the Future Jianing Qiu Lin Li Jiankai Sun Jiachuan Peng Peilun Shi ... Bo Xiao Wu Yuan Ningli Wang Dong Xu Benny Lo AI4MH LM&MA 42 128 0 21 Mar 2023