视觉大模型 / VLM

Just Dance with $π$! A Poly-modal Inductor for Weakly-supervised Video Anomaly Detection

Snehashis Majhi, Giacomo D'Amicantonio, Antitza Dantcheva, Quan Kong, Lorenzo Garattoni, Gianpiero Francesca, Egor Bondarev, Francois Bremond

机构 * INRIA ； Côte d’Azur University（科西嘉-阿兹尔大学） ； Woven by Toyota（丰田编织公司） ； Toyota Motor Europe（丰田欧洲公司） ； Eindhoven University of Technology（埃因霍温理工大学） 纠错

专题命中 视觉定位与Grounding ：VLM(abstract)；分类 cs.CV、cs.AI、cs.LG

Lexicon3D: Probing Visual Foundation Models for Complex 3D Scene Understanding

Yunze Man, Shuhong Zheng, Zhipeng Bao, Martial Hebert, Liang-Yan Gui, Yu-Xiong Wang

机构 * University of Illinois Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校） ； Carnegie Mellon University（卡内基梅隆大学） 纠错

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

Comments NeurIPS 2024. Project page: https://yunzeman.github.io/lexicon3d Github: https://github.com/YunzeMan/Lexicon3D

COSMOS: Cross-Modality Self-Distillation for Vision Language Pre-training

Sanghwan Kim, Rui Xiao, Mariana-Iuliana Georgescu, Stephan Alaniz, Zeynep Akata

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

Comments CVPR 2025

Fantastic Copyrighted Beasts and How (Not) to Generate Them

Luxi He, Yangsibo Huang, Weijia Shi, Tinghao Xie, Haotian Liu, Yue Wang, Luke Zettlemoyer, Chiyuan Zhang, Danqi Chen, Peter Henderson

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

Bridging Neural and Symbolic Representations with Transitional Dictionary Learning

Junyan Cheng, Peter Chin

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

Comments ICLR 2024

LangDA: Building Context-Awareness via Language for Domain Adaptive Semantic Segmentation

Chang Liu, Bavesh Balaji, Saad Hossain, C Thomas, Kwei-Herng Lai, Raviteja Vemulapalli, Alexander Wong, Sirisha Rambhatla

专题命中 视觉定位与Grounding ：VLM(abstract)；分类 cs.CV、cs.AI、cs.LG

Pre-Training Meta-Rule Selection Policy for Visual Generative Abductive Learning

Yu Jin, Jingming Liu, Zhexu Luo, Yifei Peng, Ziang Qin, Wang-Zhou Dai, Yao-Xiang Ding, Kun Zhou

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

Comments Published as a conference paper at IJCLR'24

Advancing Autonomous Vehicle Intelligence: Deep Learning and Multimodal LLM for Traffic Sign Recognition and Robust Lane Detection

Chandan Kumar Sah, Ankit Kumar Shaw, Xiaoli Lian, Arsalan Shahid Baig, Tuopu Wen, Kun Jiang, Mengmeng Yang, Diange Yang

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

Comments 11 pages, 9 figures

AffordGrasp: In-Context Affordance Reasoning for Open-Vocabulary Task-Oriented Grasping in Clutter

Yingbo Tang, Shuaike Zhang, Xiaoshuai Hao, Pengwei Wang, Jianlong Wu, Zhongyuan Wang, Shanghang Zhang

专题命中 视觉定位与Grounding ：vision-language model(abstract)；grounding(abstract)

Learnable Expansion of Graph Operators for Multi-Modal Feature Fusion

Dexuan Ding, Lei Wang, Liyun Zhu, Tom Gedeon, Piotr Koniusz

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

Comments Accepted at the Thirteenth International Conference on Learning Representations (ICLR 2025)

Diffusion Autoencoders are Scalable Image Tokenizers

Yinbo Chen, Rohit Girdhar, Xiaolong Wang, Sai Saketh Rambhatla, Ishan Misra

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

Comments Project page: https://yinboc.github.io/dito/

MedGrad E-CLIP: Enhancing Trust and Transparency in AI-Driven Skin Lesion Diagnosis

Sadia Kamal, Tim Oates

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

Comments Accepted to 2025 IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (WACVW)

Grasp What You Want: Embodied Dexterous Grasping System Driven by Your Voice

Junliang Li, Kai Ye, Haolan Kang, Mingxuan Liang, Yuhang Wu, Zhenhua Liu, Huiping Zhuang, Rui Huang, Yongquan Chen

专题命中 视觉定位与Grounding ：vision-language model(abstract)；VLM(abstract)

Strong but simple: A Baseline for Domain Generalized Dense Perception by CLIP-based Transfer Learning

Christoph Hümmer, Manuel Schwonberg, Liangwei Zhou, Hu Cao, Alois Knoll, Hanno Gottschalk

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

Comments Accepted to ACCV 2024; Project Page: https://vltseg.github.io/

A Concept-Based Explainability Framework for Large Multimodal Models

Jayneel Parekh, Pegah Khayatan, Mustafa Shukor, Alasdair Newson, Matthieu Cord

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

Comments NeurIPS 2024

BIP3D: Bridging 2D Images and 3D Perception for Embodied Intelligence

Xuewu Lin, Tianwei Lin, Lichao Huang, Hongyu Xie, Zhizhong Su

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

MEGL: Multimodal Explanation-Guided Learning

Yifei Zhang, Tianxu Jiang, Bo Pan, Jingyu Wang, Guangji Bai, Liang Zhao

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

XEdgeAI: A Human-centered Industrial Inspection Framework with Data-centric Explainable Edge AI Approach

Truong Thanh Hung Nguyen, Phuc Truong Loc Nguyen, Hung Cao

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

Comments 29 pages, preprint submitted to Information Fusion journal

Instruction-Guided Visual Masking

Jinliang Zheng, Jianxiong Li, Sijie Cheng, Yinan Zheng, Jiaming Li, Jihao Liu, Yu Liu, Jingjing Liu, Xianyuan Zhan

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

Comments NeurIPS 2024

SceneVerse: Scaling 3D Vision-Language Learning for Grounded Scene Understanding

Baoxiong Jia, Yixin Chen, Huangyue Yu, Yan Wang, Xuesong Niu, Tengyu Liu, Qing Li, Siyuan Huang

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

Comments ECCV 2024

AToM-Bot: Embodied Fulfillment of Unspoken Human Needs with Affective Theory of Mind

Wei Ding, Fanhong Li, Ziteng Ji, Zhengrong Xue, Jia Liu

专题命中 视觉定位与Grounding ：vision language model(abstract)；VLM(abstract)

Eureka: Evaluating and Understanding Large Foundation Models

Vidhisha Balachandran, Jingya Chen, Neel Joshi, Besmira Nushi, Hamid Palangi, Eduardo Salinas, Vibhav Vineet, James Woffinden-Luey, Safoora Yousefi

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

Multimodal Multi-turn Conversation Stance Detection: A Challenge Dataset and Effective Model

Fuqiang Niu, Zebang Cheng, Xianghua Fu, Xiaojiang Peng, Genan Dai, Yin Chen, Hu Huang, Bowen Zhang

专题命中 视觉定位与Grounding ：multimodal large language model(abstract)；MLLM(abstract)

Comments ACM MM2024

DecisionNCE: Embodied Multimodal Representations via Implicit Preference Learning

Jianxiong Li, Jinliang Zheng, Yinan Zheng, Liyuan Mao, Xiao Hu, Sijie Cheng, Haoyi Niu, Jihao Liu, Yu Liu, Jingjing Liu, Ya-Qin Zhang, Xianyuan Zhan

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

Comments ICML 2024

Compositional Text-to-Image Generation with Dense Blob Representations

Weili Nie, Sifei Liu, Morteza Mardani, Chao Liu, Benjamin Eckart, Arash Vahdat

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

Comments ICML 2024

Pre-trained Text-to-Image Diffusion Models Are Versatile Representation Learners for Control

Gunshi Gupta, Karmesh Yadav, Yarin Gal, Dhruv Batra, Zsolt Kira, Cong Lu, Tim G. J. Rudner

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

Foundations of Multisensory Artificial Intelligence

Paul Pu Liang

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

Comments CMU Machine Learning Department PhD Thesis

ECOR: Explainable CLIP for Object Recognition

Ali Rasekh, Sepehr Kazemi Ranjbar, Milad Heidari, Wolfgang Nejdl

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

The devil is in the fine-grained details: Evaluating open-vocabulary object detectors for fine-grained understanding

Lorenzo Bianchi, Fabio Carrara, Nicola Messina, Claudio Gennaro, Fabrizio Falchi

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

Comments Accepted as Highlight at CVPR2024

OSCaR: Object State Captioning and State Change Representation

Nguyen Nguyen, Jing Bi, Ali Vosoughi, Yapeng Tian, Pooyan Fazli, Chenliang Xu

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

Comments NAACL 2024