Title
From Word to Sentence: A Large-Scale Multi-Instance Dataset for Open-Set Aerial Detection Guoting Wei Yu Liu Xia Yuan Xizhe Xue Linlin Guo Yifan Yang Chunxia Zhao Zongwen Bai Haokui Zhang Rong Xiao ObjD 45 0 0 06 May 2025
Diff-Prompt: Diffusion-Driven Prompt Generator with Mask Supervision Weicai Yan Wang Lin Zirun Guo Ye Wang Fangming Feng Xiaoda Yang Z. Wang Tao Jin DiffM 109 2 0 30 Apr 2025
GOAL: Global-local Object Alignment Learning Hyungyu Choi Young Kyun Jang Chanho Eom VLM 83 0 0 22 Mar 2025
Contrastive Localized Language-Image Pre-Training Hong-You Chen Zhengfeng Lai H. Zhang X. Wang Marcin Eichner Keen You Meng Cao Bowen Zhang Y. Yang Zhe Gan CLIP VLM 65 7 0 20 Feb 2025
VLG-CBM: Training Concept Bottleneck Models with Vision-Language Guidance Divyansh Srivastava Beatriz Cabrero-Daniel Christian Berger VLM 57 8 0 17 Jan 2025
From Open Vocabulary to Open World: Teaching Vision Language Models to Detect Novel Objects Zizhao Li Zhengkang Xiang Joseph West Kourosh Khoshelham ObjD VLM 94 1 0 27 Nov 2024
TopV-Nav: Unlocking the Top-View Spatial Reasoning Potential of MLLM for Zero-shot Object Navigation Linqing Zhong Chen Gao Zihan Ding Yue Liao Si Liu Shifeng Zhang Xu Zhou Si Liu LRM 85 3 0 25 Nov 2024
LogiCity: Advancing Neuro-Symbolic AI with Abstract Urban Simulation Bowen Li Zhaoyu Li Qiwei Du Jinqi Luo Wenshan Wang ... Katia P. Sycara Pradeep Kumar Ravikumar Alexander G. Gray X. Si Sebastian A. Scherer AI4CE LRM 74 3 0 01 Nov 2024
Zero-shot Action Localization via the Confidence of Large Vision-Language Models Josiah Aklilu Xiaohan Wang Serena Yeung-Levy 57 1 0 18 Oct 2024
Open World Object Detection: A Survey Yiming Li Yi Wang Wenqian Wang Dan Lin Bingbing Li Kim-Hui Yap ObjD 30 0 0 15 Oct 2024
Compositional Entailment Learning for Hyperbolic Vision-Language Models Avik Pal Max van Spengler Guido Maria DÁmely di Melendugno Alessandro Flaborea Fabio Galasso Pascal Mettes CoGe 40 5 0 09 Oct 2024
Optimizing CLIP Models for Image Retrieval with Maintained Joint-Embedding Alignment Konstantin Schall Kai Uwe Barthel Nico Hezel Klaus Jung VLM 31 3 0 03 Sep 2024
Training-free Subject-Enhanced Attention Guidance for Compositional Text-to-image Generation Shengyuan Liu Bo Wang Ye Ma Te Yang Xipeng Cao Quan Chen Han Li Di Dong Peng Jiang EGVM 36 2 0 11 May 2024
Enhancing Vision-Language Pre-training with Rich Supervisions Yuan Gao Kunyu Shi Pengkai Zhu Edouard Belval Oren Nuriel Srikar Appalaraju Shabnam Ghadar Vijay Mahadevan Zhuowen Tu Stefano Soatto VLM CLIP 62 12 0 05 Mar 2024
UNITS: A Unified Multi-Task Time Series Model Shanghua Gao Teddy Koker Owen Queen Thomas Hartvigsen Theodoros Tsiligkaridis Marinka Zitnik AI4TS 34 15 0 29 Feb 2024
GOOD: Towards Domain Generalized Orientated Object Detection Qi Bi Beichen Zhou Jingjun Yi Wei Ji Haolan Zhan Gui-Song Xia ObjD OOD 74 2 0 20 Feb 2024
Large Scale Foundation Models for Intelligent Manufacturing Applications: A Survey Haotian Zhang S. D. Semujju Zhicheng Wang Xianwei Lv Kang Xu ... Jing Wu Zhuo Long Wensheng Liang Xiaoguang Ma Ruiyan Zhuang UQCV AI4TS AI4CE 27 4 0 11 Dec 2023
DAE-Net: Deforming Auto-Encoder for fine-grained shape co-segmentation Zhiqin Chen Qimin Chen Hang Zhou Hao Zhang 3DPC 3DV 14 2 0 22 Nov 2023
Image Clustering Conditioned on Text Criteria Sehyun Kwon Jaeseung Park Minkyu Kim Jaewoong Cho Ernest K. Ryu Kangwook Lee VLM 34 11 0 27 Oct 2023
SILC: Improving Vision Language Pretraining with Self-Distillation Muhammad Ferjad Naeem Yongqin Xian Xiaohua Zhai Lukas Hoyer Luc Van Gool F. Tombari VLM 17 32 0 20 Oct 2023
Towards Robust Multi-Modal Reasoning via Model Selection Xiangyan Liu Rongxue Li Wei Ji Tao Lin LLMAG LRM 27 3 0 12 Oct 2023
Semantic Scene Difference Detection in Daily Life Patroling by Mobile Robots using Pre-Trained Large-Scale Vision-Language Model Yoshiki Obinata Kento Kawaharazuka Naoaki Kanazawa N. Yamaguchi Naoto Tsukamoto Iori Yanokura Shingo Kitagawa Koki Shinjo K. Okada Masayuki Inaba LM&Ro 15 5 0 28 Sep 2023
InternLM-XComposer: A Vision-Language Large Model for Advanced Text-image Comprehension and Composition Pan Zhang Xiaoyi Wang Bin Wang Yuhang Cao Chao Xu ... Conghui He Xingcheng Zhang Yu Qiao Da Lin Jiaqi Wang MLLM 61 222 0 26 Sep 2023
DetermiNet: A Large-Scale Diagnostic Dataset for Complex Visually-Grounded Referencing using Determiners Clarence Lee M Ganesh Kumar Cheston Tan 28 3 0 07 Sep 2023
A Joint Study of Phrase Grounding and Task Performance in Vision and Language Models Noriyuki Kojima Hadar Averbuch-Elor Yoav Artzi 21 2 0 06 Sep 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 F. Khan VLM 18 117 0 25 Jul 2023
Towards AGI in Computer Vision: Lessons Learned from GPT and Large Language Models Lingxi Xie Longhui Wei Xiaopeng Zhang Kaifeng Bi Xiaotao Gu Jianlong Chang Qi Tian 29 7 0 14 Jun 2023
Multi-modal Queried Object Detection in the Wild Yifan Xu Mengdan Zhang Chaoyou Fu Peixian Chen Xiaoshan Yang Ke Li Changsheng Xu ObjD VLM 26 29 0 30 May 2023
OpenShape: Scaling Up 3D Shape Representation Towards Open-World Understanding Minghua Liu Ruoxi Shi Kaiming Kuang Yinhao Zhu Xuanlin Li Shizhong Han H. Cai Fatih Porikli Hao Su 3DPC 27 116 0 18 May 2023
COLA: A Benchmark for Compositional Text-to-image Retrieval Arijit Ray Filip Radenovic Abhimanyu Dubey Bryan A. Plummer Ranjay Krishna Kate Saenko CoGe VLM 35 34 0 05 May 2023
Three ways to improve feature alignment for open vocabulary detection Relja Arandjelović A. Andonian A. Mensch Olivier J. Hénaff Jean-Baptiste Alayrac Andrew Zisserman VLM ObjD 28 19 0 23 Mar 2023
Detecting the open-world objects with the help of the Brain Shuailei Ma Yuefeng Wang Ying-yu Wei Peihao Chen Zhixiang Ye Jiaqi Fan Enming Zhang Thomas H. Li VLM ObjD 16 2 0 21 Mar 2023
Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection Shilong Liu Zhaoyang Zeng Tianhe Ren Feng Li Hao Zhang ... Chun-yue Li Jianwei Yang Hang Su Jun Zhu Lei Zhang ObjD 37 1,804 0 09 Mar 2023
Vid2Seq: Large-Scale Pretraining of a Visual Language Model for Dense Video Captioning Antoine Yang Arsha Nagrani Paul Hongsuck Seo Antoine Miech Jordi Pont-Tuset Ivan Laptev Josef Sivic Cordelia Schmid AI4TS VLM 23 220 0 27 Feb 2023
Multimodality Helps Unimodality: Cross-Modal Few-Shot Learning with Multimodal Models Zhiqiu Lin Samuel Yu Zhiyi Kuang Deepak Pathak Deva Ramana VLM 15 97 0 16 Jan 2023
Betrayed by Captions: Joint Caption Grounding and Generation for Open Vocabulary Instance Segmentation Jianzong Wu Xiangtai Li Henghui Ding Xia Li Guangliang Cheng Yu Tong Chen Change Loy VLM 80 31 0 02 Jan 2023
DETRs with Collaborative Hybrid Assignments Training Zhuofan Zong Guanglu Song Yu Liu ViT 24 304 0 22 Nov 2022
EVA: Exploring the Limits of Masked Visual Representation Learning at Scale Yuxin Fang Wen Wang Binhui Xie Quan-Sen Sun Ledell Yu Wu Xinggang Wang Tiejun Huang Xinlong Wang Yue Cao VLM CLIP 54 673 0 14 Nov 2022
Group DETR v2: Strong Object Detector with Encoder-Decoder Pretraining Qiang Chen Jian Wang Chuchu Han Shangang Zhang Zexian Li ... Haocheng Feng Kun Yao Junyu Han Errui Ding Jingdong Wang ViT VLM 27 44 0 07 Nov 2022
Image as a Foreign Language: BEiT Pretraining for All Vision and Vision-Language Tasks Wenhui Wang Hangbo Bao Li Dong Johan Bjorck Zhiliang Peng ... Kriti Aggarwal O. Mohammed Saksham Singhal Subhojit Som Furu Wei MLLM VLM ViT 46 628 0 22 Aug 2022
Multimodal Learning with Transformers: A Survey P. Xu Xiatian Zhu David A. Clifton ViT 41 522 0 13 Jun 2022
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 258 7,412 0 11 Nov 2021
Learning to Prompt for Vision-Language Models Kaiyang Zhou Jingkang Yang Chen Change Loy Ziwei Liu VPVLM CLIP VLM 322 2,249 0 02 Sep 2021
Open-vocabulary Object Detection via Vision and Language Knowledge Distillation Xiuye Gu Tsung-Yi Lin Weicheng Kuo Yin Cui VLM ObjD 223 897 0 28 Apr 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 280 3,835 0 18 Apr 2021
Frustratingly Simple Few-Shot Object Detection Xin Wang Thomas E. Huang Trevor Darrell Joseph E. Gonzalez F. I. F. Richard Yu ObjD 75 541 0 16 Mar 2020
Unified Vision-Language Pre-Training for Image Captioning and VQA Luowei Zhou Hamid Palangi Lei Zhang Houdong Hu Jason J. Corso Jianfeng Gao MLLM VLM 250 926 0 24 Sep 2019