视觉大模型 / VLM

Progressive Vision-Language Prompt for Multi-Organ Multi-Class Cell Semantic Segmentation with Single Branch

Qing Zhang, Hang Guo, Siyuan Yang, Qingli Li, Yan Wang

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

Collaborative Vision-Text Representation Optimizing for Open-Vocabulary Segmentation

Siyu Jiao, Hongguang Zhu, Jiannan Huang, Yao Zhao, Yunchao Wei, Humphrey Shi

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

Comments ECCV 2024 oral

Semantic Tokens in Retrieval Augmented Generation

Joel Suro

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

AnySynth: Harnessing the Power of Image Synthetic Data Generation for Generalized Vision-Language Tasks

You Li, Fan Ma, Yi Yang

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

Real-time Transformer-based Open-Vocabulary Detection with Efficient Fusion Head

Tiancheng Zhao, Peng Liu, Xuan He, Lu Zhang, Kyusong Lee

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

Comments Preprint

VLTP: Vision-Language Guided Token Pruning for Task-Oriented Segmentation

Hanning Chen, Yang Ni, Wenjun Huang, Yezi Liu, SungHeon Jeong, Fei Wen, Nathaniel Bastian, Hugo Latapie, Mohsen Imani

专题命中 视觉定位与Grounding ：MLLM(abstract)；分类 cs.CV

Comments Accepted at WACV 2025

Revisiting Misalignment in Multispectral Pedestrian Detection: A Language-Driven Approach for Cross-modal Alignment Fusion

Taeheon Kim, Sangyun Chung, Youngjoon Yu, Yong Man Ro

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

LLM-Based Offline Learning for Embodied Agents via Consistency-Guided Reward Ensemble

Yujeong Lee, Sangwoo Shin, Wei-Jin Park, Honguk Woo

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

Comments Findings of EMNLP-2024 Camera Ready Version

Relations, Negations, and Numbers: Looking for Logic in Generative Text-to-Image Models

Colin Conwell, Rupert Tawiah-Quashie, Tomer Ullman

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

FTII-Bench: A Comprehensive Multimodal Benchmark for Flow Text with Image Insertion

Jiacheng Ruan, Yebin Yang, Zehao Lin, Yuchen Feng, Feiyu Xiong, Zeyun Tang, Zhiyu Li

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

Comments Work in progress. 9 pages, 3 figures

SOWA: Adapting Hierarchical Frozen Window Self-Attention to Visual-Language Models for Better Anomaly Detection

Zongxiang Hu, Zhaosheng Zhang

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

Comments 8 pages, 9 figures, conference

SAMPart3D: Segment Any Part in 3D Objects

Yunhan Yang, Yukun Huang, Yuan-Chen Guo, Liangjun Lu, Xiaoyang Wu, Edmund Y. Lam, Yan-Pei Cao, Xihui Liu

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

Comments Project Page: https://yhyang-myron.github.io/SAMPart3D-website/

Vision-guided and Mask-enhanced Adaptive Denoising for Prompt-based Image Editing

Kejie Wang, Xuemeng Song, Meng Liu, Jin Yuan, Weili Guan

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

Grounded 3D-LLM with Referent Tokens

Yilun Chen, Shuai Yang, Haifeng Huang, Tai Wang, Runsen Xu, Ruiyuan Lyu, Dahua Lin, Jiangmiao Pang

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

Comments Preprint

Category-Extensible Out-of-Distribution Detection via Hierarchical Context Descriptions

Kai Liu, Zhihang Fu, Chao Chen, Sheng Jin, Ze Chen, Mingyuan Tao, Rongxin Jiang, Jieping Ye

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

Comments Accepted by 37th Conference on Neural Information Processing Systems (NeurIPS 2023). Code is available at https://github.com/alibaba/catex

Grounded Video Caption Generation

Evangelos Kazakos, Cordelia Schmid, Josef Sivic

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

Track Any Peppers: Weakly Supervised Sweet Pepper Tracking Using VLMs

Jia Syuen Lim, Yadan Luo, Zhi Chen, Tianqi Wei, Scott Chapman, Zi Huang

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

KptLLM: Unveiling the Power of Large Language Model for Keypoint Comprehension

Jie Yang, Wang Zeng, Sheng Jin, Lumin Xu, Wentao Liu, Chen Qian, Ruimao Zhang

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

Comments NeurIPS 2024

Visual Text Generation in the Wild

Yuanzhi Zhu, Jiawei Liu, Feiyu Gao, Wenyu Liu, Xinggang Wang, Peng Wang, Fei Huang, Cong Yao, Zhibo Yang

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

Comments Accepted to ECCV 2024

Universal Approximation of Linear Time-Invariant (LTI) Systems through RNNs: Power of Randomness in Reservoir Computing

Shashank Jere, Lizhong Zheng, Karim Said, Lingjia Liu

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

Comments This work has been accepted to IEEE Journal of Selected Topics in Signal Processing (JSTSP)

A Random Matrix Theory Perspective on the Spectrum of Learned Features and Asymptotic Generalization Capabilities

Yatin Dandi, Luca Pesce, Hugo Cui, Florent Krzakala, Yue M. Lu, Bruno Loureiro

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

Textual Training for the Hassle-Free Removal of Unwanted Visual Data: Case Studies on OOD and Hateful Image Detection

Saehyung Lee, Jisoo Mok, Sangha Park, Yongho Shin, Dahuin Jung, Sungroh Yoon

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

Comments NeurIPS 2024

Offline Evaluation of Set-Based Text-to-Image Generation

Negar Arabzadeh, Fernando Diaz, Junfeng He

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

CL-HOI: Cross-Level Human-Object Interaction Distillation from Vision Large Language Models

Jianjun Gao, Chen Cai, Ruoyu Wang, Wenyang Liu, Kim-Hui Yap, Kratika Garg, Boon-Siew Han

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

GUIDE: Real-Time Human-Shaped Agents

Lingyu Zhang, Zhengran Ji, Nicholas R Waytowich, Boyuan Chen

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

Retrieval-Enhanced Machine Learning: Synthesis and Opportunities

To Eun Kim, Alireza Salemi, Andrew Drozdov, Fernando Diaz, Hamed Zamani

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

From Barriers to Tactics: A Behavioral Science-Informed Agentic Workflow for Personalized Nutrition Coaching

Eric Yang, Tomas Garcia, Hannah Williams, Bhawesh Kumar, Martin Ramé, Eileen Rivera, Yiran Ma, Jonathan Amar, Caricia Catalani, Yugang Jia

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

Comments 22 pages

Learning Efficient Unsupervised Satellite Image-based Building Damage Detection

Yiyun Zhang, Zijian Wang, Yadan Luo, Xin Yu, Zi Huang

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

Comments ICDM 2023

Deep Generative Models Unveil Patterns in Medical Images Through Vision-Language Conditioning

Xiaodan Xing, Junzhi Ning, Yang Nan, Guang Yang

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

Comments Accepted by AIM-FM Workshop of NeurIPS2024

Prompt a Robot to Walk with Large Language Models

Yen-Jen Wang, Bike Zhang, Jianyu Chen, Koushil Sreenath

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

Comments Conference on Decision and Control (CDC), 2024