视觉大模型 / VLM

MROVSeg: Breaking the Resolution Curse of Vision-Language Models in Open-Vocabulary Image Segmentation

Yuanbing Zhu, Bingke Zhu, Yingying Chen, Yunfang Niu, Ming Tang, Jinqiao Wang

专题命中 视觉定位与Grounding ：vision-language model(title,abstract)；分类 cs.CV、cs.AI

Comments Technical report

A Study on Unsupervised Domain Adaptation for Semantic Segmentation in the Era of Vision-Language Models

Manuel Schwonberg, Claus Werner, Hanno Gottschalk, Carsten Meyer

专题命中 视觉定位与Grounding ：vision-language model(title,abstract)；分类 cs.CV、cs.AI

Comments Accepted to British Machine Vision Conference (BMVC) 2024: Workshop on Robust Recognition in the Open World (RROW)

RadFlag: A Black-Box Hallucination Detection Method for Medical Vision Language Models

Serena Zhang, Sraavya Sambara, Oishi Banerjee, Julian Acosta, L. John Fahrner, Pranav Rajpurkar

专题命中 视觉定位与Grounding ：vision language model(title,abstract)；分类 cs.CV、cs.LG

Comments 17 pages, 6 figures

Grounding is All You Need? Dual Temporal Grounding for Video Dialog

You Qin, Wei Ji, Xinze Lan, Hao Fei, Xun Yang, Dan Guo, Roger Zimmermann, Lizi Liao

专题命中 视觉定位与Grounding ：grounding(title,abstract)；分类 cs.CV、cs.AI

A Simple and Effective Temporal Grounding Pipeline for Basketball Broadcast Footage

Levi Harris

专题命中 视觉定位与Grounding ：grounding(title,abstract)；分类 cs.CV、cs.AI

SimVG: A Simple Framework for Visual Grounding with Decoupled Multi-modal Fusion

Ming Dai, Lingfeng Yang, Yihao Xu, Zhenhua Feng, Wankou Yang

专题命中 视觉定位与Grounding ：grounding(title,abstract)；分类 cs.CV、cs.AI

Comments 24pages, 18figures, NeurIPS2024

Can visual language models resolve textual ambiguity with visual cues? Let visual puns tell you!

Jiwan Chung, Seungwon Lim, Jaehyun Jeon, Seungbeen Lee, Youngjae Yu

专题命中 视觉定位与Grounding ：visual language model(title)；grounding(abstract)；分类 cs.CV、cs.AI

Comments Accepted as main paper in EMNLP 2024

Learning Language Structures through Grounding

Freda Shi

专题命中 视觉定位与Grounding ：grounding(title,abstract)；分类 cs.CV、cs.AI

Comments Ph.D. Thesis

Conjugated Semantic Pool Improves OOD Detection with Pre-trained Vision-Language Models

Mengyuan Chen, Junyu Gao, Changsheng Xu

专题命中 视觉定位与Grounding ：vision-language model(title,abstract)；分类 cs.CV、cs.AI

Comments 28 pages, accepted by NeurIPS 2024

Neural Material Adaptor for Visual Grounding of Intrinsic Dynamics

Junyi Cao, Shanyan Guan, Yanhao Ge, Wei Li, Xiaokang Yang, Chao Ma

专题命中 视觉定位与Grounding ：grounding(title,abstract)；分类 cs.CV、cs.LG

Comments NeurIPS 2024, the project page: https://xjay18.github.io/projects/neuma.html

Grounding 3D Scene Affordance From Egocentric Interactions

Cuiyu Liu, Wei Zhai, Yuhang Yang, Hongchen Luo, Sen Liang, Yang Cao, Zheng-Jun Zha

专题命中 视觉定位与Grounding ：grounding(title,abstract)；分类 cs.CV、cs.AI

Seeing Through Their Eyes: Evaluating Visual Perspective Taking in Vision Language Models

Gracjan Góral, Alicja Ziarko, Michal Nauman, Maciej Wołczyk

专题命中 视觉定位与Grounding ：vision language model(title,abstract)；分类 cs.CV、cs.LG

Beyond Uncertainty: Evidential Deep Learning for Robust Video Temporal Grounding

Kaijing Ma, Haojian Huang, Jin Chen, Haodong Chen, Pengliang Ji, Xianghao Zang, Han Fang, Chao Ban, Hao Sun, Mulin Chen, Xuelong Li

专题命中 视觉定位与Grounding ：grounding(title,abstract)；分类 cs.CV、cs.AI

Comments Ongoing work: 28pages, 19 figures, 7 tables. Code is available at: https://kaijing.space/SRAM/

Vision Language Model for Interpretable and Fine-grained Detection of Safety Compliance in Diverse Workplaces

Zhiling Chen, Hanning Chen, Mohsen Imani, Ruimin Chen, Farhad Imani

专题命中 视觉定位与Grounding ：vision language model(title,abstract)；分类 cs.CV、cs.AI

Comments 20 pages, 7 figures

Contextual Object Detection with Multimodal Large Language Models

Yuhang Zang, Wei Li, Jun Han, Kaiyang Zhou, Chen Change Loy

专题命中 视觉定位与Grounding ：multimodal large language model(title,abstract)；分类 cs.CV、cs.AI

Comments IJCV 2024

Hyperbolic Learning with Multimodal Large Language Models

Paolo Mandica, Luca Franco, Konstantinos Kallidromitis, Suzanne Petryk, Fabio Galasso

专题命中 视觉定位与Grounding ：multimodal large language model(title)；vision-language model(abstract)；分类 cs.AI、cs.LG

Comments ECCV 2024 - Beyond Euclidean Workshop

How Does Fine-Tuning Impact Out-of-Distribution Detection for Vision-Language Models?

Yifei Ming, Yixuan Li

专题命中 视觉定位与Grounding ：vision-language model(title,abstract)；分类 cs.CV、cs.LG

Comments Accepted to IJCV 2023

Journal ref International Journal of Computer Vision 2023

BAM-DETR: Boundary-Aligned Moment Detection Transformer for Temporal Sentence Grounding in Videos

Pilhyeon Lee, Hyeran Byun

专题命中 视觉定位与Grounding ：grounding(title,abstract)；分类 cs.CV、cs.LG

Comments Accepted by ECCV 2024

OSPC: Artificial VLM Features for Hateful Meme Detection

Peter Grönquist

专题命中 视觉定位与Grounding ：VLM(title)；vision-language model(abstract)；分类 cs.AI、cs.LG

LiteGPT: Large Vision-Language Model for Joint Chest X-ray Localization and Classification Task

Khai Le-Duc, Ryan Zhang, Ngoc Son Nguyen, Tan-Hanh Pham, Anh Dao, Ba Hung Ngo, Anh Totti Nguyen, Truong-Son Hy

专题命中 视觉定位与Grounding ：vision-language model(title,abstract)；分类 cs.CV、cs.LG

Comments Preprint, 19 pages

VIMI: Grounding Video Generation through Multi-modal Instruction

Yuwei Fang, Willi Menapace, Aliaksandr Siarohin, Tsai-Shien Chen, Kuan-Chien Wang, Ivan Skorokhodov, Graham Neubig, Sergey Tulyakov

专题命中 视觉定位与Grounding ：grounding(title,abstract)；分类 cs.CV、cs.AI

Potential of Multimodal Large Language Models for Data Mining of Medical Images and Free-text Reports

Yutong Zhang, Yi Pan, Tianyang Zhong, Peixin Dong, Kangni Xie, Yuxiao Liu, Hanqi Jiang, Zhengliang Liu, Shijie Zhao, Tuo Zhang, Xi Jiang, Dinggang Shen, Tianming Liu, Xin Zhang

专题命中 视觉定位与Grounding ：multimodal large language model(title,abstract)；分类 cs.CV、cs.AI

Bridging Modality Gap for Visual Grounding with Effecitve Cross-modal Distillation

Jiaxi Wang, Wenhui Hu, Xueyang Liu, Beihu Wu, Yuting Qiu, YingYing Cai

专题命中 视觉定位与Grounding ：grounding(title,abstract)；分类 cs.CV、cs.AI

LINGO-Space: Language-Conditioned Incremental Grounding for Space

Dohyun Kim, Nayoung Oh, Deokmin Hwang, Daehyung Park

专题命中 视觉定位与Grounding ：grounding(title,abstract)；分类 cs.CV、cs.AI

Comments Accepted by AAAI 2024

Jack of All Tasks, Master of Many: Designing General-purpose Coarse-to-Fine Vision-Language Model

Shraman Pramanick, Guangxing Han, Rui Hou, Sayan Nag, Ser-Nam Lim, Nicolas Ballas, Qifan Wang, Rama Chellappa, Amjad Almahairi

专题命中 视觉定位与Grounding ：vision-language model(title)；grounding(abstract)；分类 cs.CV、cs.AI

Comments CVPR 2024 Highlight

Separating the "Chirp" from the "Chat": Self-supervised Visual Grounding of Sound and Language

Mark Hamilton, Andrew Zisserman, John R. Hershey, William T. Freeman

专题命中 视觉定位与Grounding ：grounding(title,abstract)；分类 cs.CV、cs.LG

Comments Computer Vision and Pattern Recognition 2024

WAVER: Writing-style Agnostic Text-Video Retrieval via Distilling Vision-Language Models Through Open-Vocabulary Knowledge

Huy Le, Tung Kieu, Anh Nguyen, Ngan Le

专题命中 视觉定位与Grounding ：vision-language model(title,abstract)；分类 cs.CV、cs.AI

Comments Accepted to ICASSP 2024

GLaMM: Pixel Grounding Large Multimodal Model

Hanoona Rasheed, Muhammad Maaz, Sahal Shaji Mullappilly, Abdelrahman Shaker, Salman Khan, Hisham Cholakkal, Rao M. Anwer, Erix Xing, Ming-Hsuan Yang, Fahad S. Khan

专题命中 视觉定位与Grounding ：grounding(title,abstract)；分类 cs.CV、cs.AI

Comments CVPR 2024

LLM-Optic: Unveiling the Capabilities of Large Language Models for Universal Visual Grounding

Haoyu Zhao, Wenhang Ge, Ying-cong Chen

专题命中 视觉定位与Grounding ：grounding(title,abstract)；分类 cs.CV、cs.AI

Comments Project Page: https://haoyu-zhao.github.io/LLM-Optic.github.io/

Unified Hallucination Detection for Multimodal Large Language Models

Xiang Chen, Chenxi Wang, Yida Xue, Ningyu Zhang, Xiaoyan Yang, Qiang Li, Yue Shen, Lei Liang, Jinjie Gu, Huajun Chen

专题命中 视觉定位与Grounding ：multimodal large language model(title,abstract)；分类 cs.AI、cs.LG

Comments Accepted by ACL 2024 (main conference)