Title
Spatio-Temporal Analysis of Patient-Derived Organoid Videos Using Deep Learning for the Prediction of Drug Efficacy Leo Fillioux E. Gontran J. Cartry J. Mathieu Sabrina Bedja A. Boilève P. Cournède F. Jaulin Stergios Christodoulidis Maria Vakalopoulou 22 6 0 28 Aug 2023
End-to-end Autonomous Driving using Deep Learning: A Systematic Review Apoorv Singh 43 9 0 27 Aug 2023
Computation-efficient Deep Learning for Computer Vision: A Survey Yulin Wang Yizeng Han Chaofei Wang Shiji Song Qi Tian Gao Huang VLM 36 20 0 27 Aug 2023
Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond Jinze Bai Shuai Bai Shusheng Yang Shijie Wang Sinan Tan Peng Wang Junyang Lin Chang Zhou Jingren Zhou MLLM VLM ObjD 50 811 0 24 Aug 2023
Large Multilingual Models Pivot Zero-Shot Multimodal Learning across Languages Jinyi Hu Yuan Yao Chong Wang Shanonan Wang Yinxu Pan ... Yankai Lin Jiao Xue Dahai Li Zhiyuan Liu Maosong Sun MLLM VLM 35 48 0 23 Aug 2023
EVE: Efficient Vision-Language Pre-training with Masked Prediction and Modality-Aware MoE Junyi Chen Longteng Guo Jianxiang Sun Shuai Shao Zehuan Yuan Liang Lin Dongyu Zhang MLLM VLM MoE 60 9 0 23 Aug 2023
Improving Adversarial Robustness of Masked Autoencoders via Test-time Frequency-domain Prompting Qidong Huang Xiaoyi Dong Dongdong Chen Yinpeng Chen Lu Yuan Gang Hua Weiming Zhang Neng H. Yu AAML 30 9 0 20 Aug 2023
ViT-Lens: Initiating Omni-Modal Exploration through 3D Insights Weixian Lei Yixiao Ge Jianfeng Zhang Dylan Sun Kun Yi Ying Shan Mike Zheng Shou 33 1 0 20 Aug 2023
Sensitivity analysis of AI-based algorithms for autonomous driving on optical wavefront aberrations induced by the windshield D. Wolf Markus Ulrich Nikhil Kapoor 37 3 0 19 Aug 2023
DPL: Decoupled Prompt Learning for Vision-Language Models C. Xu Yuhan Zhu Guozhen Zhang Haocheng Shen Yixuan Liao Xiaoxin Chen Gangshan Wu Limin Wang VLM 29 4 0 19 Aug 2023
Helping Hands: An Object-Aware Ego-Centric Video Recognition Model Chuhan Zhang Ankush Gupta Andrew Zisserman VLM 32 20 0 15 Aug 2023
Large Language Models and Foundation Models in Smart Agriculture: Basics, Opportunities, and Challenges Jiajia Li Mingle Xu Lirong Xiang Dong Chen Weichao Zhuang Xunyuan Yin Zhao Li 39 3 0 13 Aug 2023
FoodSAM: Any Food Segmentation Xing Lan Jiayi Lyu Han Jiang Kunkun Dong Zehai Niu Yi Zhang Jian Xue VLM 31 25 0 11 Aug 2023
ViLP: Knowledge Exploration using Vision, Language, and Pose Embeddings for Video Action Recognition S. Chaudhuri Saumik Bhattacharya 27 3 0 07 Aug 2023
Learning Concise and Descriptive Attributes for Visual Recognition Andy Yan Yu-Xiang Wang Yiwu Zhong Chengyu Dong Zexue He Yujie Lu William Wang Jingbo Shang Julian McAuley VLM 27 60 0 07 Aug 2023
Convolutions Die Hard: Open-Vocabulary Segmentation with Single Frozen Convolutional CLIP Qihang Yu Ju He XueQing Deng Xiaohui Shen Liang-Chieh Chen VLM CLIP 45 136 0 04 Aug 2023
Multimodal Adaptation of CLIP for Few-Shot Action Recognition Jiazheng Xing Mengmeng Wang Xiaojun Hou Guangwen Dai Jingdong Wang Yong-Jin Liu VLM 22 0 0 03 Aug 2023
Lowis3D: Language-Driven Open-World Instance-Level 3D Scene Understanding Runyu Ding Jihan Yang Chuhui Xue Wenqing Zhang Song Bai Xiaojuan Qi 3DV VLM 29 28 0 01 Aug 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
Sat2Cap: Mapping Fine-Grained Textual Descriptions from Satellite Images Aayush Dhakal Adeel Ahmad Subash Khanal Srikumar Sastry Hannah Kerner Nathan Jacobs 33 13 0 29 Jul 2023
Cross-Modal Concept Learning and Inference for Vision-Language Models Yi Zhang Ce Zhang Yushun Tang Z. He VLM MLLM CLIP 39 15 0 28 Jul 2023
TextManiA: Enriching Visual Feature by Text-driven Manifold Augmentation Moon Ye-Bin Jisoo Kim Hong-Kyu Kim Kilho Son Tae-Hyun Oh 34 9 0 27 Jul 2023
Foundational Models Defining a New Era in Vision: A Survey and Outlook Muhammad Awais Muzammal Naseer Salman Khan Rao Muhammad Anwer Hisham Cholakkal M. Shah Ming Yang Fahad Shahbaz Khan VLM 38 119 0 25 Jul 2023
Meta-Transformer: A Unified Framework for Multimodal Learning Yiyuan Zhang Kaixiong Gong Kaipeng Zhang Hongsheng Li Yu Qiao Wanli Ouyang Xiangyu Yue 33 137 0 20 Jul 2023
What Can Simple Arithmetic Operations Do for Temporal Modeling? Wenhao Wu Yuxin Song Zhun Sun Jingdong Wang Chang Xu Wanli Ouyang 40 8 0 18 Jul 2023
Self-regulating Prompts: Foundational Model Adaptation without Forgetting Muhammad Uzair Khattak Syed Talal Wasim Muzammal Naseer Salman Khan Ming Yang Fahad Shahbaz Khan VLM 23 168 0 13 Jul 2023
Vision Language Transformers: A Survey Clayton Fields C. Kennington VLM 28 5 0 06 Jul 2023
Distilling Large Vision-Language Model with Out-of-Distribution Generalizability Xuanlin Li Yunhao Fang Minghua Liu Z. Ling Zhuowen Tu Haoran Su VLM 31 25 0 06 Jul 2023
Multi-Similarity Contrastive Learning Emily Mu John Guttag Maggie Makar SSL 36 2 0 06 Jul 2023
An Efficient General-Purpose Modular Vision Model via Multi-Task Heterogeneous Training Z. Chen Mingyu Ding Songlin Yang Wei Zhan Masayoshi Tomizuka Erik Learned-Miller Chuang Gan MoE 32 8 0 29 Jun 2023
Prompt Ensemble Self-training for Open-Vocabulary Domain Adaptation Jiaxing Huang Jingyi Zhang Han Qiu Sheng Jin Shijian Lu VPVLM VLM 24 0 0 29 Jun 2023
Benchmarking Zero-Shot Recognition with Vision-Language Models: Challenges on Granularity and Specificity Zhenlin Xu Yi Zhu Tiffany Deng Abhay Mittal Yanbei Chen Manchen Wang Paolo Favaro Joseph Tighe Davide Modolo VLM CoGe 33 8 0 28 Jun 2023
Understanding Prompt Tuning for V-L Models Through the Lens of Neural Collapse Didi Zhu Zexi Li Min Zhang Junkun Yuan Yunfeng Shao Jiashuo Liu Kun Kuang Yinchuan Li Chao Wu VLM 31 1 0 28 Jun 2023
$CLIPA-v2: Scaling CLIP Training with 81.1% Zero-shot ImageNet Accuracy within a \$10,000 Budget; An Extra \$4,000 Unlocks 81.8% Accuracy$ CLIPA-v2: Scaling CLIP Training with 81.1% Zero-shot ImageNet Accuracy within a \ $10,000 Budget; An Extra \$ 4,000 Unlocks 81.8% Accuracy Xianhang Li Zeyu Wang Cihang Xie CLIP VLM 56 19 0 27 Jun 2023
What a MESS: Multi-Domain Evaluation of Zero-Shot Semantic Segmentation Benedikt Blumenstiel Johannes Jakubik Hilde Kuhne Michael Vossing VLM 32 15 0 27 Jun 2023
Exploring Data Redundancy in Real-world Image Classification through Data Selection Zhenyu Tang Shaoting Zhang Xiaosong Wang 30 2 0 25 Jun 2023
OpenMask3D: Open-Vocabulary 3D Instance Segmentation Ayca Takmaz Elisabetta Fedele R. Sumner Marc Pollefeys F. Tombari Francis Engelmann ISeg VLM 36 164 0 23 Jun 2023
Robustness of Segment Anything Model (SAM) for Autonomous Driving in Adverse Weather Conditions Xinru Shan Chaoning Zhang VLM 33 12 0 23 Jun 2023
AudioPaLM: A Large Language Model That Can Speak and Listen Paul Kishan Rubenstein Chulayuth Asawaroengchai D. Nguyen Ankur Bapna Zalan Borsos ... Neil Zeghidour Yu Zhang Zhishuai Zhang Lukás Zilka Christian Frank LM&MA AuLLM VLM 48 264 0 22 Jun 2023
RS5M and GeoRSCLIP: A Large Scale Vision-Language Dataset and A Large Vision-Language Model for Remote Sensing Zilun Zhang Tiancheng Zhao Yulong Guo Jianwei Yin DiffM VLM 32 54 0 20 Jun 2023
RemoteCLIP: A Vision Language Foundation Model for Remote Sensing F. Liu Delong Chen Zhan-Rong Guan Xiaocong Zhou Jiale Zhu Qiaolin Ye Liyong Fu Jun Zhou VLM 71 193 0 19 Jun 2023
A Universal Semantic-Geometric Representation for Robotic Manipulation Tong Zhang Yingdong Hu Hanchen Cui Hang Zhao Yang Gao 84 18 0 18 Jun 2023
LabelBench: A Comprehensive Framework for Benchmarking Adaptive Label-Efficient Learning Jifan Zhang Yifang Chen Gregory H. Canal Stephen Mussmann Arnav M. Das ... Yinglun Zhu Jeffrey Bilmes S. Du Kevin G. Jamieson Robert D. Nowak VLM 33 10 0 16 Jun 2023
Robustness Analysis on Foundational Segmentation Models Madeline Chantry Schiappa Shehreen Azad V. Sachidanand Yunhao Ge O. Mikšík Yogesh S Rawat Vibhav Vineet OOD VLM AAML 30 6 0 15 Jun 2023
Encyclopedic VQA: Visual questions about detailed properties of fine-grained categories Thomas Mensink J. Uijlings Lluis Castrejon A. Goel Felipe Cadar Howard Zhou Fei Sha A. Araújo V. Ferrari 42 37 0 15 Jun 2023
COSA: Concatenated Sample Pretrained Vision-Language Foundation Model Sihan Chen Xingjian He Handong Li Xiaojie Jin Jiashi Feng Qingbin Liu VLM CLIP 30 8 0 15 Jun 2023
Extending CLIP's Image-Text Alignment to Referring Image Segmentation Seoyeon Kim Minguk Kang Dongwon Kim Jaesik Park Suha Kwak VLM 30 10 0 14 Jun 2023
MOFI: Learning Image Representations from Noisy Entity Annotated Images Wentao Wu Aleksei Timofeev Chen Chen Bowen Zhang Kun Duan ... Yantao Zheng Jonathon Shlens Xianzhi Du Zhe Gan Yinfei Yang VLM 26 7 0 13 Jun 2023
Robustness of SAM: Segment Anything Under Corruptions and Beyond Yu Qiao Chaoning Zhang Taegoo Kang Donghun Kim Chenshuang Zhang Choong Seon Hong AAML 25 33 0 13 Jun 2023
A Comprehensive Survey on Applications of Transformers for Deep Learning Tasks Saidul Islam Hanae Elmekki Ahmed Elsebai Jamal Bentahar Najat Drawel Gaith Rjoub Witold Pedrycz ViT MedIm 24 174 0 11 Jun 2023