Computer Vision and Pattern Recognition

Authors and titles for cs.CV in Oct 2023

[1]  arXiv:2310.00011 [pdf, other]

Title: Joint Self-supervised Depth and Optical Flow Estimation towards Dynamic Objects

Authors: Zhengyang Lu, Ying Chen

Subjects: Computer Vision and Pattern Recognition (cs.CV); Image and Video Processing (eess.IV)

[2]  arXiv:2310.00022 [pdf, other]

Title: CtxMIM: Context-Enhanced Masked Image Modeling for Remote Sensing Image Understanding

Authors: Mingming Zhang, Qingjie Liu, Yunhong Wang

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[3]  arXiv:2310.00031 [pdf, other]

Title: Text-image Alignment for Diffusion-based Perception

Authors: Neehar Kondapaneni, Markus Marks, Manuel Knott, Rogerio Guimaraes, Pietro Perona

Comments: Project page: this https URL, Code page: github.com/damaggu/TADP

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[4]  arXiv:2310.00076 [pdf, other]

Title: Robustness of AI-Image Detectors: Fundamental Limits and Practical Attacks

Authors: Mehrdad Saberi, Vinu Sankar Sadasivan, Keivan Rezaei, Aounon Kumar, Atoosa Chegini, Wenxiao Wang, Soheil Feizi

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[5]  arXiv:2310.00093 [pdf, other]

Title: DataDAM: Efficient Dataset Distillation with Attention Matching

Authors: Ahmad Sajedi, Samir Khaki, Ehsan Amjadian, Lucy Z. Liu, Yuri A. Lawryshyn, Konstantinos N. Plataniotis

Comments: Accepted in International Conference in Computer Vision (ICCV) 2023

Journal-ref: booktitle = Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) month = October year = 2023 pages = 17097-17107

Subjects: Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)

[6]  arXiv:2310.00096 [pdf, other]

Title: Towards Few-Call Model Stealing via Active Self-Paced Knowledge Distillation and Diffusion-Based Image Generation

Authors: Vlad Hondru, Radu Tudor Ionescu

Subjects: Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)

[7]  arXiv:2310.00099 [pdf, other]

Title: Denoising and Selecting Pseudo-Heatmaps for Semi-Supervised Human Pose Estimation

Authors: Zhuoran Yu, Manchen Wang, Yanbei Chen, Paolo Favaro, Davide Modolo

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[8]  arXiv:2310.00106 [pdf, other]

Title: FashionFlow: Leveraging Diffusion Models for Dynamic Fashion Video Synthesis from Static Imagery

Authors: Tasin Islam, Alina Miron, XiaoHui Liu, Yongmin Li

Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)

[9]  arXiv:2310.00119 [pdf, other]

Title: Fewshot learning on global multimodal embeddings for earth observation tasks

Authors: Matt Allen, Francisco Dorr, Joseph A. Gallego-Mejia, Laura Martínez-Ferrer, Anna Jungbluth, Freddie Kalaitzis, Raúl Ramos-Pollán

Comments: 9 pages, 6 figures, presented on NeurIPS workshop on Robustness of Few-shot and Zero-shot Learning in Foundation Models

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[10]  arXiv:2310.00132 [pdf, other]

Title: QDFormer: Towards Robust Audiovisual Segmentation in Complex Environments with Quantization-based Semantic Decomposition

Authors: Xiang Li, Jinglu Wang, Xiaohao Xu, Xiulian Peng, Rita Singh, Yan Lu, Bhiksha Raj

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[11]  arXiv:2310.00133 [pdf, other]

Title: Prior Mismatch and Adaptation in PnP-ADMM with a Nonconvex Convergence Analysis

Authors: Shirin Shoushtari, Jiaming Liu, Edward P. Chandler, M. Salman Asif, Ulugbek S. Kamilov

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[12]  arXiv:2310.00158 [pdf, other]

Title: Feedback-guided Data Synthesis for Imbalanced Classification

Authors: Reyhane Askari Hemmat, Mohammad Pezeshki, Florian Bordes, Michal Drozdzal, Adriana Romero-Soriano

Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)

[13]  arXiv:2310.00161 [pdf, other]

Title: Detection-Oriented Image-Text Pretraining for Open-Vocabulary Detection

Authors: Dahun Kim, Anelia Angelova, Weicheng Kuo

Comments: Tech report

Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)

[14]  arXiv:2310.00164 [pdf, other]

Title: PRIME: Prioritizing Interpretability in Failure Mode Extraction

Authors: Keivan Rezaei, Mehrdad Saberi, Mazda Moayeri, Soheil Feizi

Comments: Accepted to ICLR 2024

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[15]  arXiv:2310.00199 [pdf, other]

Title: DeformUX-Net: Exploring a 3D Foundation Backbone for Medical Image Segmentation with Depthwise Deformable Convolution

Authors: Ho Hin Lee, Quan Liu, Qi Yang, Xin Yu, Shunxing Bao, Yuankai Huo, Bennett A. Landman

Comments: 14 pages, the source code with our pre-trained model is available at this this https URL

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[16]  arXiv:2310.00213 [pdf, other]

Title: LSOR: Longitudinally-Consistent Self-Organized Representation Learning

Authors: Jiahong Ouyang, Qingyu Zhao, Ehsan Adeli, Wei Peng, Greg Zaharchuk, Kilian M. Pohl

Journal-ref: International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) 2023

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[17]  arXiv:2310.00224 [pdf, other]

Title: Steered Diffusion: A Generalized Framework for Plug-and-Play Conditional Image Synthesis

Authors: Nithin Gopalakrishnan Nair, Anoop Cherian, Suhas Lohit, Ye Wang, Toshiaki Koike-Akino, Vishal M. Patel, Tim K. Marks

Comments: Accepted at ICCV 2023

Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)

[18]  arXiv:2310.00227 [pdf, other]

Title: Scaling for Training Time and Post-hoc Out-of-distribution Detection Enhancement

Authors: Kai Xu, Rongyu Chen, Gianni Franchi, Angela Yao

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[19]  arXiv:2310.00240 [pdf, other]

Title: Learning Mask-aware CLIP Representations for Zero-Shot Segmentation

Authors: Siyu Jiao, Yunchao Wei, Yaowei Wang, Yao Zhao, Humphrey Shi

Comments: NeurIPS 2023

Subjects: Computer Vision and Pattern Recognition (cs.CV); Image and Video Processing (eess.IV)

[20]  arXiv:2310.00249 [pdf, other]

Title: MMPI: a Flexible Radiance Field Representation by Multiple Multi-plane Images Blending

Authors: Yuze He, Peng Wang, Yubin Hu, Wang Zhao, Ran Yi, Yong-Jin Liu, Wenping Wang

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[21]  arXiv:2310.00258 [pdf, other]

Title: NAYER: Noisy Layer Data Generation for Efficient and Effective Data-free Knowledge Distillation

Authors: Minh-Tuan Tran, Trung Le, Xuan-May Le, Mehrtash Harandi, Quan Hung Tran, Dinh Phung

Comments: Accepted at CVPR 2024

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[22]  arXiv:2310.00287 [pdf, ps, other]

Title: InFER: A Multi-Ethnic Indian Facial Expression Recognition Dataset

Authors: Syed Sameen Ahmad Rizvi, Preyansh Agrawal, Jagat Sesh Challa, Pratik Narang

Comments: In Proceedings of the 15th International Conference on Agents and Artificial Intelligence Volume 3: ICAART; ISBN 978-989-758-623-1; ISSN 2184-433X, SciTePress, pages 550-557. DOI: 10.5220/0011699400003393

Journal-ref: Volume 3: ICAART, 2023, pages - 550-557

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[23]  arXiv:2310.00296 [pdf, other]

Title: QUIZ: An Arbitrary Volumetric Point Matching Method for Medical Image Registration

Authors: Lin Liu, Xinxin Fan, Haoyang Liu, Chulong Zhang, Weibin Kong, Jingjing Dai, Yuming Jiang, Yaoqin Xie, Xiaokun Liang

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[24]  arXiv:2310.00307 [pdf, other]

Title: Dual-Augmented Transformer Network for Weakly Supervised Semantic Segmentation

Authors: Jingliang Deng, Zonghan Li

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[25]  arXiv:2310.00310 [pdf, other]

Title: An easy zero-shot learning combination: Texture Sensitive Semantic Segmentation IceHrNet and Advanced Style Transfer Learning Strategy

Authors: Zhiyong Yang, Yuelong Zhu, Xiaoqin Zeng, Jun Zong, Xiuheng Liu, Ran Tao, Xiaofei Cong, Yufeng Yu

Comments: 12 pages, 11 figures, submitted to Journal of Hydrology

Subjects: Computer Vision and Pattern Recognition (cs.CV)