视觉大模型 / VLM

Scaling Open-Vocabulary Object Detection

Matthias Minderer, Alexey Gritsenko, Neil Houlsby

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

Multi-View Attentive Contextualization for Multi-View 3D Object Detection

Xianpeng Liu, Ce Zheng, Ming Qian, Nan Xue, Chen Chen, Zhebin Zhang, Chen Li, Tianfu Wu

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

Comments Accepted by CVPR2024

MediCLIP: Adapting CLIP for Few-shot Medical Image Anomaly Detection

Ximiao Zhang, Min Xu, Dehui Qiu, Ruixin Yan, Ning Lang, Xiuzhuang Zhou

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

Comments 12 pages, 3 figures, 5 tables, early accepted at MICCAI 2024

Open-Vocabulary Spatio-Temporal Action Detection

Tao Wu, Shuqiu Ge, Jie Qin, Gangshan Wu, Limin Wang

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

More is Better in Modern Machine Learning: when Infinite Overparameterization is Optimal and Overfitting is Obligatory

James B. Simon, Dhruva Karkada, Nikhil Ghosh, Mikhail Belkin

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

Comments Appeared in ICLR 2024

A Survey On Text-to-3D Contents Generation In The Wild

Chenhan Jiang

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

Comments 11 pages, 10 figures, 4 tables. arXiv admin note: text overlap with arXiv:2401.17807 by other authors

Open-Vocabulary Object Detection via Neighboring Region Attention Alignment

Sunyuan Qiang, Xianfei Li, Yanyan Liang, Wenlong Liao, Tao He, Pai Peng

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

Enhancing Weakly Supervised Semantic Segmentation with Multi-modal Foundation Models: An End-to-End Approach

Elham Ravanbakhsh, Cheng Niu, Yongqing Liang, J. Ramanujam, Xin Li

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

Dual-Image Enhanced CLIP for Zero-Shot Anomaly Detection

Zhaoxiang Zhang, Hanqiu Deng, Jinan Bao, Xingyu Li

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

A Critical Survey on Fairness Benefits of Explainable AI

Luca Deck, Jakob Schoeffer, Maria De-Arteaga, Niklas Kühl

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

Comments ACM Conference on Fairness, Accountability, and Transparency (ACM FAccT '24)

Mathematics of Differential Machine Learning in Derivative Pricing and Hedging

Pedro Duarte Gomes

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

Raising the Bar of AI-generated Image Detection with CLIP

Davide Cozzolino, Giovanni Poggi, Riccardo Corvi, Matthias Nießner, Luisa Verdoliva

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

Eyes Wide Shut? Exploring the Visual Shortcomings of Multimodal LLMs

Shengbang Tong, Zhuang Liu, Yuexiang Zhai, Yi Ma, Yann LeCun, Saining Xie

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

Comments Project page: https://tsb0601.github.io/mmvp_blog/

What does CLIP know about peeling a banana?

Claudia Cuttano, Gabriele Rosi, Gabriele Trivigno, Giuseppe Averta

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

Comments Accepted to MAR Workshop at CVPR2024

Vocabulary-free Image Classification and Semantic Segmentation

Alessandro Conti, Enrico Fini, Massimiliano Mancini, Paolo Rota, Yiming Wang, Elisa Ricci

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

Comments Under review, 22 pages, 10 figures, code is available at https://github.com/altndrr/vicss. arXiv admin note: text overlap with arXiv:2306.00917

Towards Characterizing Domain Counterfactuals For Invertible Latent Causal Models

Zeyu Zhou, Ruqi Bai, Sean Kulinski, Murat Kocaoglu, David I. Inouye

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

Comments In ICLR 2024

Can Public Large Language Models Help Private Cross-device Federated Learning?

Boxin Wang, Yibo Jacky Zhang, Yuan Cao, Bo Li, H. Brendan McMahan, Sewoong Oh, Zheng Xu, Manzil Zaheer

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

Comments Published at Findings of NAACL 2024

Test-Time Zero-Shot Temporal Action Localization

Benedetta Liberatori, Alessandro Conti, Paolo Rota, Yiming Wang, Elisa Ricci

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

Comments CVPR 2024

Subspace Representations for Soft Set Operations and Sentence Similarities

Yoichi Ishibashi, Sho Yokoi, Katsuhito Sudoh, Satoshi Nakamura

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

Comments Accepted at NAACL 2024

Zero-shot Referring Expression Comprehension via Structural Similarity Between Images and Captions

Zeyu Han, Fangrui Zhu, Qianru Lao, Huaizu Jiang

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

Comments CVPR 2024, Code available at https://github.com/Show-han/Zeroshot_REC

Retrieval-Augmented Open-Vocabulary Object Detection

Jooyeon Kim, Eulrang Cho, Sehyung Kim, Hyunwoo J. Kim

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

Comments Accepted paper at CVPR 2024

InstaGen: Enhancing Object Detection by Training on Synthetic Dataset

Chengjian Feng, Yujie Zhong, Zequn Jie, Weidi Xie, Lin Ma

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

Comments CVPR2024

Mixture of Low-rank Experts for Transferable AI-Generated Image Detection

Zihan Liu, Hanyi Wang, Yaoyu Kang, Shilin Wang

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

Interpretable Detection of Out-of-Context Misinformation with Neural-Symbolic-Enhanced Large Multimodal Model

Yizhou Zhang, Loc Trinh, Defu Cao, Zijun Cui, Yan Liu

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

Comments 9 Pages, 3 Figures

Image-Text Co-Decomposition for Text-Supervised Semantic Segmentation

Ji-Jia Wu, Andy Chia-Hao Chang, Chieh-Yu Chuang, Chun-Pei Chen, Yu-Lun Liu, Min-Hung Chen, Hou-Ning Hu, Yung-Yu Chuang, Yen-Yu Lin

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

Comments CVPR 2024

OpenNeRF: Open Set 3D Neural Scene Segmentation with Pixel-Wise Features and Rendered Novel Views

Francis Engelmann, Fabian Manhardt, Michael Niemeyer, Keisuke Tateno, Marc Pollefeys, Federico Tombari

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

Comments ICLR 2024, Project page: https://opennerf.github.io

Journal ref ICLR 2024

ViTamin: Designing Scalable Vision Models in the Vision-Language Era

Jieneng Chen, Qihang Yu, Xiaohui Shen, Alan Yuille, Liang-Chieh Chen

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

Comments CVPR 2024; https://github.com/Beckschen/ViTamin

Learning Object State Changes in Videos: An Open-World Perspective

Zihui Xue, Kumar Ashutosh, Kristen Grauman

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

Comments Accepted by CVPR 2024, Project website: https://vision.cs.utexas.edu/projects/VidOSC/

SUGAR: Pre-training 3D Visual Representations for Robotics

Shizhe Chen, Ricardo Garcia, Ivan Laptev, Cordelia Schmid

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

Comments Accepted to CVPR 2024. Project webpage: https://cshizhe.github.io/projects/robot_sugar.html

A Simple Recipe for Language-guided Domain Generalized Segmentation

Mohammad Fahes, Tuan-Hung Vu, Andrei Bursuc, Patrick Pérez, Raoul de Charette

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

Comments CVPR 2024