Computer Vision and Pattern Recognition

Authors and titles for October 2023

[1] arXiv:2310.00011 [pdf, other]

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

Zhengyang Lu, Ying Chen

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

[2] arXiv:2310.00022 [pdf, html, other]

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

Mingming Zhang, Qingjie Liu, Yunhong Wang

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

[3] arXiv:2310.00031 [pdf, html, other]

Title: Text-image Alignment for Diffusion-based Perception

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

Comments: Project page: this https URL, Code page: this http URL

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

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, html, other]

Title: DataDAM: Efficient Dataset Distillation with Attention Matching

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: Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), October 2023, pages 17097-17107

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

[6] arXiv:2310.00096 [pdf, html, other]

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

Vlad Hondru, Radu Tudor Ionescu

Comments: Accepted in Artificial Intelligence Review

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

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

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

[8] arXiv:2310.00106 [pdf, html, other]

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

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, html, other]

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

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, html, other]

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

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

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, html, other]

Title: Feedback-guided Data Synthesis for Imbalanced Classification

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, html, other]

Title: Region-centric Image-Language Pretraining for Open-Vocabulary Detection

Dahun Kim, Anelia Angelova, Weicheng Kuo

Comments: ECCV 2024, project page at this https URL

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

[14] arXiv:2310.00164 [pdf, html, other]

Title: PRIME: Prioritizing Interpretability in Failure Mode Extraction

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

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

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

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

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

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

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, html, other]

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

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, other]

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

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: https://doi.org/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

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

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

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)

[26] arXiv:2310.00318 [pdf, other]

Title: Decoding Realistic Images from Brain Activity with Contrastive Self-supervision and Latent Diffusion

Jingyuan Sun, Mingxiao Li, Marie-Francine Moens

Comments: 8 pages,5 figures,

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

[27] arXiv:2310.00342 [pdf, other]

Title: RBF Weighted Hyper-Involution for RGB-D Object Detection

Mehfuz A Rahman, Jiju Peethambaran, Neil London

Comments: 27 pages, 16 figures

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

[28] arXiv:2310.00354 [pdf, html, other]

Title: AI-Dentify: Deep learning for proximal caries detection on bitewing x-ray -- HUNT4 Oral Health Study

Javier Pérez de Frutos, Ragnhild Holden Helland, Shreya Desai, Line Cathrine Nymoen, Thomas Langø, Theodor Remman, Abhijit Sen

Comments: 24 pages, 5 figure, 7 tables

Journal-ref: BMC Oral Health 24, 344 (2024)

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

[29] arXiv:2310.00357 [pdf, other]

Title: Structural Adversarial Objectives for Self-Supervised Representation Learning

Xiao Zhang, Michael Maire

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

[30] arXiv:2310.00359 [pdf, html, other]

Title: CrossDF: Improving Cross-Domain Deepfake Detection with Deep Information Decomposition

Shanmin Yang, Hui Guo, Shu Hu, Bin Zhu, Ying Fu, Siwei Lyu, Xi Wu, Xin Wang

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

[31] arXiv:2310.00362 [pdf, other]

Title: Diffusion Posterior Illumination for Ambiguity-aware Inverse Rendering

Linjie Lyu, Ayush Tewari, Marc Habermann, Shunsuke Saito, Michael Zollhöfer, Thomas Leimkühler, Christian Theobalt

Comments: SIGGRAPH Asia 2023

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

[32] arXiv:2310.00369 [pdf, other]

Title: LIB-KD: Learning Inductive Bias, Not Just Parameters A New Perspective on Knowledge Distillations

Gousia Habib, Tausifa Jan Saleem, Ishfaq Ahmad Malik, Brejesh Lall

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

[33] arXiv:2310.00372 [pdf, other]

Title: Deep Active Learning with Noisy Oracle in Object Detection

Marius Schubert, Tobias Riedlinger, Karsten Kahl, Matthias Rottmann

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

[34] arXiv:2310.00390 [pdf, html, other]

Title: InstructCV: Instruction-Tuned Text-to-Image Diffusion Models as Vision Generalists

Yulu Gan, Sungwoo Park, Alexander Schubert, Anthony Philippakis, Ahmed M. Alaa

Comments: ICLR 2024; Code is available at this https URL

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

[35] arXiv:2310.00400 [pdf, other]

Title: MonoGAE: Roadside Monocular 3D Object Detection with Ground-Aware Embeddings

Lei Yang, Jiaxin Yu, Xinyu Zhang, Jun Li, Li Wang, Yi Huang, Chuang Zhang, Hong Wang, Yiming Li

Comments: 12 pages, 6 figures

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

[36] arXiv:2310.00405 [pdf, other]

Title: Controlling Neural Style Transfer with Deep Reinforcement Learning

Chengming Feng, Jing Hu, Xin Wang, Shu Hu, Bin Zhu, Xi Wu, Hongtu Zhu, Siwei Lyu

Comments: Accepted by IJCAI 2023. The contributions of Chengming Feng and Jing Hu to this paper were equal. arXiv admin note: substantial text overlap with arXiv:2309.13672

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

[37] arXiv:2310.00413 [pdf, other]

Title: SSIF: Learning Continuous Image Representation for Spatial-Spectral Super-Resolution

Gengchen Mai, Ni Lao, Weiwei Sun, Yuchi Ma, Jiaming Song, Chenlin Meng, Hongxu Ma, Jinmeng Rao, Ziyuan Li, Stefano Ermon

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

[38] arXiv:2310.00426 [pdf, other]

Title: PixArt-$α$: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis

Junsong Chen, Jincheng Yu, Chongjian Ge, Lewei Yao, Enze Xie, Yue Wu, Zhongdao Wang, James Kwok, Ping Luo, Huchuan Lu, Zhenguo Li

Comments: Project Page: this https URL

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

[39] arXiv:2310.00427 [pdf, other]

Title: Technical Report of 2023 ABO Fine-grained Semantic Segmentation Competition

Zeyu Dong

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

[40] arXiv:2310.00434 [pdf, html, other]

Title: DiffPoseTalk: Speech-Driven Stylistic 3D Facial Animation and Head Pose Generation via Diffusion Models

Zhiyao Sun, Tian Lv, Sheng Ye, Matthieu Lin, Jenny Sheng, Yu-Hui Wen, Minjing Yu, Yong-Jin Liu

Comments: SIGGRAPH 2024 (Journal Track). Project page: this https URL

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

[41] arXiv:2310.00438 [pdf, other]

Title: Human-Producible Adversarial Examples

David Khachaturov, Yue Gao, Ilia Shumailov, Robert Mullins, Ross Anderson, Kassem Fawaz

Comments: Submitted to ICLR 2024

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

[42] arXiv:2310.00454 [pdf, html, other]

Title: SimLVSeg: Simplifying Left Ventricular Segmentation in 2D+Time Echocardiograms with Self- and Weakly-Supervised Learning

Fadillah Maani, Asim Ukaye, Nada Saadi, Numan Saeed, Mohammad Yaqub

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

[43] arXiv:2310.00463 [pdf, other]

Title: Diff-DOPE: Differentiable Deep Object Pose Estimation

Jonathan Tremblay, Bowen Wen, Valts Blukis, Balakumar Sundaralingam, Stephen Tyree, Stan Birchfield

Comments: Submitted to ICRA 2023. Project page is at this https URL

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

[44] arXiv:2310.00496 [pdf, other]

Title: The Sparsity Roofline: Understanding the Hardware Limits of Sparse Neural Networks

Cameron Shinn, Collin McCarthy, Saurav Muralidharan, Muhammad Osama, John D. Owens

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

[45] arXiv:2310.00500 [pdf, other]

Title: Self-Supervised Open-Ended Classification with Small Visual Language Models

Mohammad Mahdi Derakhshani, Ivona Najdenkoska, Cees G. M. Snoek, Marcel Worring, Yuki M. Asano

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

[46] arXiv:2310.00503 [pdf, other]

Title: Black-box Attacks on Image Activity Prediction and its Natural Language Explanations

Alina Elena Baia, Valentina Poggioni, Andrea Cavallaro

Comments: Accepted at ICCV2023 AROW Workshop

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

[47] arXiv:2310.00504 [pdf, other]

Title: Exploring SAM Ablations for Enhancing Medical Segmentation in Radiology and Pathology

Amin Ranem, Niklas Babendererde, Moritz Fuchs, Anirban Mukhopadhyay

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

[48] arXiv:2310.00517 [pdf, html, other]

Title: Assessing the Generalizability of Deep Neural Networks-Based Models for Black Skin Lesions

Luana Barros, Levy Chaves, Sandra Avila

Comments: 18 pages, 3 figures, 7 tables. Accepted at CIARP 2023

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

[49] arXiv:2310.00527 [pdf, other]

Title: Self-supervised Learning of Contextualized Local Visual Embeddings

Thalles Santos Silva, Helio Pedrini, Adín Ramírez Rivera

Comments: Pre-print. 4th Visual Inductive Priors for Data-Efficient Deep Learning Workshop ICCV 2023. Code at this https URL

Journal-ref: 4th Visual Inductive Priors for Data-Efficient Deep Learning Workshop ICCV 2023

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

[50] arXiv:2310.00530 [pdf, other]

Title: Multi-tiling Neural Radiance Field (NeRF) -- Geometric Assessment on Large-scale Aerial Datasets

Ningli Xu, Rongjun Qin, Debao Huang, Fabio Remondino

Comments: 9 Figure

Journal-ref: The Photogrammetric Record, 2024

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