IEEE TPAMI

Efficient Diffusion Model for Image Restoration by Residual Shifting

Zongsheng Yue, Jianyi Wang, Chen Change Loy

Comments Corrected a typo. TPAMI@2024. Code: https://github.com/zsyOAOA/ResShift

High-performance real-world optical computing trained by in situ gradient-based model-free optimization

Guangyuan Zhao, Xin Shu, Renjie Zhou

Comments The paper titled "High-performance real-world optical computing trained by in situ gradient-based model-free optimization" has been accepted at ICCP&TPAMI 2024. For more details, please visit the [project page](https://shuxin626.github.io/mfo_optical_computing/index.html)

Physical Adversarial Attack meets Computer Vision: A Decade Survey

Hui Wei, Hao Tang, Xuemei Jia, Zhixiang Wang, Hanxun Yu, Zhubo Li, Shin'ichi Satoh, Luc Van Gool, Zheng Wang

Comments Published at IEEE TPAMI. GitHub:https://github.com/weihui1308/PAA

Rotation Equivariant Proximal Operator for Deep Unfolding Methods in Image Restoration

Jiahong Fu, Qi Xie, Deyu Meng, Zongben Xu

Comments Published in TPAMI 2024

Partial Scene Text Retrieval

Hao Wang, Minghui Liao, Zhouyi Xie, Wenyu Liu, Xiang Bai

Comments Accepted on TPAMI

A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning

Zhenyi Wang, Enneng Yang, Li Shen, Heng Huang

Comments accepted at IEEE Transactions on Pattern Analysis and Machine Intelligence

Operational Support Estimator Networks

Mete Ahishali, Mehmet Yamac, Serkan Kiranyaz, Moncef Gabbouj

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 46, no. 12, pp. 8442-8458, 2024

Face Generation and Editing with StyleGAN: A Survey

Andrew Melnik, Maksim Miasayedzenkau, Dzianis Makarovets, Dzianis Pirshtuk, Eren Akbulut, Dennis Holzmann, Tarek Renusch, Gustav Reichert, Helge Ritter

Journal ref in IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 46, no. 5, pp. 3557-3576, May 2024

Hi-SAM: Marrying Segment Anything Model for Hierarchical Text Segmentation

Maoyuan Ye, Jing Zhang, Juhua Liu, Chenyu Liu, Baocai Yin, Cong Liu, Bo Du, Dacheng Tao

Comments Accepted by IEEE TPAMI. GitHub repository: https://github.com/ymy-k/Hi-SAM

When Meta-Learning Meets Online and Continual Learning: A Survey

Jaehyeon Son, Soochan Lee, Gunhee Kim

Comments IEEE Transactions on Pattern Analysis and Machine Intelligence

FocalPose++: Focal Length and Object Pose Estimation via Render and Compare

Martin Cífka, Georgy Ponimatkin, Yann Labbé, Bryan Russell, Mathieu Aubry, Vladimir Petrik, Josef Sivic

Comments 25 pages, 22 figures. IEEE TPAMI, 2024. Extended version of the conference paper arXiv:2204.05145

Unveiling and Mitigating Generalized Biases of DNNs through the Intrinsic Dimensions of Perceptual Manifolds

Yanbiao Ma, Licheng Jiao, Fang Liu, Lingling Li, Wenping Ma, Shuyuan Yang, Xu Liu, Puhua Chen

Comments 8pages, 6figures, Submitted to TPAMI

Incomplete Gamma Kernels: Generalizing Locally Optimal Projection Operators

Patrick Stotko, Michael Weinmann, Reinhard Klein

Comments The final version of record is available at https://doi.org/10.1109/TPAMI.2024.3349967

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), vol. 46, no. 6, pp. 4075-4089, 2024

Dual input stream transformer for vertical drift correction in eye-tracking reading data

Thomas M. Mercier, Marcin Budka, Martin R. Vasilev, Julie A. Kirkby, Bernhard Angele, Timothy J. Slattery

Comments This work has been submitted to the IEEE Transactions on pattern analysis and machine intelligence for possible publication

A Comprehensive Review of Image Line Segment Detection and Description: Taxonomies, Comparisons, and Challenges

Xinyu Lin, Yingjie Zhou, Yipeng Liu, Ce Zhu

Comments This work has been accepted by the IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI) for publication

Unsupervised Active Visual Search with Monte Carlo planning under Uncertain Detections

Francesco Taioli, Francesco Giuliari, Yiming Wang, Riccardo Berra, Alberto Castellini, Alessio Del Bue, Alessandro Farinelli, Marco Cristani, Francesco Setti

Comments 12 pages,8 figures. Submitted for review at IEEE Transactions on Pattern Analysis and Machine Intelligence. arXiv admin note: text overlap with arXiv:2009.08140

Scale Propagation Network for Generalizable Depth Completion

Haotian Wang, Meng Yang, Xinhu Zheng, Gang Hua

Comments Major revision in IEEE Transactions on Pattern Analysis and Machine Intelligence

GALA: Graph Diffusion-based Alignment with Jigsaw for Source-free Domain Adaptation

Junyu Luo, Yiyang Gu, Xiao Luo, Wei Ju, Zhiping Xiao, Yusheng Zhao, Jingyang Yuan, Ming Zhang

Comments IEEE TPAMI

Enabling Energy-Efficient Deployment of Large Language Models on Memristor Crossbar: A Synergy of Large and Small

Zhehui Wang, Tao Luo, Cheng Liu, Weichen Liu, Rick Siow Mong Goh, Weng-Fai Wong

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence (2024 early access)

Prompt Tuning of Deep Neural Networks for Speaker-adaptive Visual Speech Recognition

Minsu Kim, Hyung-Il Kim, Yong Man Ro

Comments IEEE TPAMI

Towards Human-centered Explainable AI: A Survey of User Studies for Model Explanations

Yao Rong, Tobias Leemann, Thai-trang Nguyen, Lisa Fiedler, Peizhu Qian, Vaibhav Unhelkar, Tina Seidel, Gjergji Kasneci, Enkelejda Kasneci

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence (Volume: 46, Issue: 4, April 2024)

PSVMA+: Exploring Multi-granularity Semantic-visual Adaption for Generalized Zero-shot Learning

Man Liu, Huihui Bai, Feng Li, Chunjie Zhang, Yunchao Wei, Meng Wang, Tat-Seng Chua, Yao Zhao

Comments Accepted to TPAMI 2024. arXiv admin note: text overlap with arXiv:2303.15322

ImFace++: A Sophisticated Nonlinear 3D Morphable Face Model with Implicit Neural Representations

Mingwu Zheng, Haiyu Zhang, Hongyu Yang, Liming Chen, Di Huang

Comments TPAMI 2024. Project page: https://github.com/MingwuZheng/ImFace/tree/imface%2B%2B. arXiv admin note: text overlap with arXiv:2203.14510

Robust Multimodal Learning with Missing Modalities via Parameter-Efficient Adaptation

Md Kaykobad Reza, Ashley Prater-Bennette, M. Salman Asif

Comments Accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI). 28 pages, 6 figures, 17 tables

DWDN: Deep Wiener Deconvolution Network for Non-Blind Image Deblurring

Jiangxin Dong, Stefan Roth, Bernt Schiele

Comments This work is an extension of our earlier conference version arXiv:2103.09962 that has appeared in NeurIPS 2020. This paper was accepted by TPAMI

NVDS+: Towards Efficient and Versatile Neural Stabilizer for Video Depth Estimation

Yiran Wang, Min Shi, Jiaqi Li, Chaoyi Hong, Zihao Huang, Juewen Peng, Zhiguo Cao, Jianming Zhang, Ke Xian, Guosheng Lin

Comments V1/V2: ICCV 2023 accepted; V3: the journal extension accepted by IEEE TPAMI 2024

Multi-label Classification via Adaptive Resonance Theory-based Clustering

Naoki Masuyama, Yusuke Nojima, Chu Kiong Loo, Hisao Ishibuchi

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 45, no. 7, pp. 8696-8712, July 2023

Multi-sensor Learning Enables Information Transfer across Different Sensory Data and Augments Multi-modality Imaging

Lingting Zhu, Yizheng Chen, Lianli Liu, Lei Xing, Lequan Yu

Comments 18 pages, 14 figures. Accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence

Discriminative Entropy Clustering and its Relation to K-means and SVM

Zhongwen Zhang, Yuri Boykov

Comments Submitted to TPAMI

EventHDR: from Event to High-Speed HDR Videos and Beyond

Yunhao Zou, Ying Fu, Tsuyoshi Takatani, Yinqiang Zheng

Comments TPAMI 2024