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Conv2Former: A Simple Transformer-Style ConvNet for Visual Recognition IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-05-15 Qibin Hou, Cheng-Ze Lu, Ming-Ming Cheng, Jiashi Feng
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Object-centric Representation Learning for Video Scene Understanding IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-05-15 Yi Zhou, Hui Zhang, Seung-In Park, ByungIn Yoo, Xiaojuan Qi
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A Comprehensive Review of Image Line Segment Detection and Description: Taxonomies, Comparisons, and Challenges IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-05-14 Xinyu Lin, Yingjie Zhou, Yipeng Liu, Ce Zhu
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Provable Unrestricted Adversarial Training without Compromise with Generalizability IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-05-14 Lilin Zhang, Ning Yang, Yanchao Sun, Philip S. Yu
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EfficientTrain++: Generalized Curriculum Learning for Efficient Visual Backbone Training IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-05-14 Yulin Wang, Yang Yue, Rui Lu, Yizeng Han, Shiji Song, Gao Huang
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Toward DNN of LUTs: Learning Efficient Image Restoration with Multiple Look-Up Tables IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-05-14 Jiacheng Li, Chang Chen, Zhen Cheng, Zhiwei Xiong
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Asymmetric Convolution: An Efficient and Generalized Method to Fuse Feature Maps in Multiple Vision Tasks IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-05-14 Wencheng Han, Xingping Dong, Yiyuan Zhang, David Crandall, Cheng-Zhong Xu, Jianbing Shen
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Measurement Guidance in Diffusion Models: Insight from Medical Image Synthesis IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-05-14 Yimin Luo, Qinyu Yang, Yuheng Fan, Haikun Qi, Menghan Xia
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Self-Supervised 3D Scene Flow Estimation and Motion Prediction using Local Rigidity Prior IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-05-14 Ruibo Li, Chi Zhang, Zhe Wang, Chunhua Shen, Guosheng Lin
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Graph Regulation Network for Point Cloud Segmentation IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-05-13 Zijin Du, Jianqing Liang, Jiye Liang, Kaixuan Yao, Feilong Cao
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Interaction Pattern Disentangling for Multi-Agent Reinforcement Learning IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-05-13 Shunyu Liu, Jie Song, Yihe Zhou, Na Yu, Kaixuan Chen, Zunlei Feng, Mingli Song
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MGNR: A Multi-Granularity Neighbor Relationship and Its Application in KNN Classification and Clustering Methods IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-05-13 Jiang Xie, Xuexin Xiang, Shuyin Xia, Lian Jiang, Guoyin Wang, Xinbo Gao
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Biarchetype Analysis: Simultaneous Learning of Observations and Features Based on Extremes IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-05-13 Aleix Alcacer, Irene Epifanio, Ximo Gual-Arnau
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Deep Diversity-Enhanced Feature Representation of Hyperspectral Images IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-05-13 Jinhui Hou, Zhiyu Zhu, Junhui Hou, Hui Liu, Huanqiang Zeng, Deyu Meng
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Interaction-Based Inductive Bias in Graph Neural Networks: Enhancing Protein-Ligand Binding Affinity Predictions From 3D Structures IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-05-13 Ziduo Yang, Weihe Zhong, Qiujie Lv, Tiejun Dong, Guanxing Chen, Calvin Yu-Chian Chen
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HOPE: High-Order Polynomial Expansion of Black-Box Neural Networks IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-05-10 Tingxiong Xiao, Weihang Zhang, Yuxiao Cheng, Jinli Suo
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Deterministic Gradient-Descent Learning of Linear Regressions: Adaptive Algorithms, Convergence Analysis and Noise Compensation IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-05-10 Kang-Zhi Liu, Chao Gan
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Artificial Intelligence and Machine Learning tools for improving Early Warning systems of volcanic eruptions: the case of Stromboli IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-05-10 Roberto Longo, Giorgio Lacanna, Lorenzo Innocenti, Maurizio Ripepe
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Evaluation metrics for intelligent generation of graphical game assets: a systematic survey-based framework IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-05-09 Kaisei Fukaya, Damon Daylamani-Zad, Harry Agius
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EBMGC-GNF: Efficient Balanced Multi-view Graph Clustering via Good Neighbor Fusion IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-05-08 Danyang Wu, Zhenkun Yang, Jitao Lu, Jin Xu, Xiangmin Xu, Feiping Nie
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Integrating Neural-Symbolic Reasoning With Variational Causal Inference Network for Explanatory Visual Question Answering IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-05-08 Dizhan Xue, Shengsheng Qian, Changsheng Xu
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Motion-aware Dynamic Graph Neural Network for Video Compressive Sensing IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-05-08 Ruiying Lu, Ziheng Cheng, Bo Chen, Xin Yuan
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Learning with Style: Continual Semantic Segmentation Across Tasks and Domains IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-05-07 Marco Toldo, Umberto Michieli, Pietro Zanuttigh
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Learning At a Glance: Towards Interpretable Data-Limited Continual Semantic Segmentation Via Semantic-Invariance Modelling IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-05-06 Bo Yuan, Danpei Zhao, Zhenwei Shi
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InvPT++: Inverted Pyramid Multi-Task Transformer for Visual Scene Understanding IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-05-06 Hanrong Ye, Dan Xu
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DeTAL: Open-Vocabulary Temporal Action Localization with Decoupled Networks IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-05-02 Zhiheng Li, Yujie Zhong, Ran Song, Tianjiao Li, Lin Ma, Wei Zhang
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Secrets of Event-based Optical Flow, Depth and Ego-motion Estimation by Contrast Maximization IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-05-02 Shintaro Shiba, Yannick Klose, Yoshimitsu Aoki, Guillermo Gallego
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Machine learning with tree tensor networks, CP rank constraints, and tensor dropout IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-05-02 Hao Chen, Thomas Barthel
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Zero-Shot Neural Architecture Search: Challenges, Solutions, and Opportunities IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-04-30 Guihong Li, Duc Hoang, Kartikeya Bhardwaj, Ming Lin, Zhangyang Wang, Radu Marculescu
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OoD-Control: Generalizing Control in Unseen Environments IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-04-30 Nanyang Ye, Zhaoyu Zeng, Jundong Zhou, Lin Zhu, Yuxiao Duan, Yifei Wu, Junqi Wu, Haoqi Zeng, Qinying Gu, Xinbing Wang, Chenghu Zhou
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Uncertainty-boosted Robust Video Activity Anticipation IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-04-29 Zhaobo Qi, Shuhui Wang, Weigang Zhang, Qingming Huang
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Searching to Exploit Memorization Effect in Deep Learning with Noisy Labels IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-04-29 Hansi Yang, Quanming Yao, Bo Han, James T. Kwok
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A Review of State-of-the-Art Mixed-Precision Neural Network Frameworks IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-04-29 Mariam Rakka, Mohammed E. Fouda, Pramod Khargonekar, Fadi Kurdahi
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A Versatile Framework for Multi-Scene Person Re-Identification IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-04-29 Wei-Shi Zheng, Junkai Yan, Yi-Xing Peng
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Consistency-Aware Anchor Pyramid Network for Crowd Localization IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-04-29 Xinyan Liu, Guorong Li, Yuankai Qi, Zhenjun Han, Anton van den Hengel, Nicu Sebe, Ming-Hsuan Yang, Qingming Huang
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Learning to Holistically Detect Bridges From Large-Size VHR Remote Sensing Imagery IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-04-29 Yansheng Li, Junwei Luo, Yongjun Zhang, Yihua Tan, Jin-Gang Yu, Song Bai
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Structure-Guided Image Completion with Image-level and Object-level Semantic Discriminators IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-04-26 Haitian Zheng, Zhe Lin, Jingwan Lu, Scott Cohen, Eli Shechtman, Connelly Barnes, Jianming Zhang, Qing Liu, Sohrab Amirghodsi, Yuqian Zhou, Jiebo Luo
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Hierarchical Recognizing Vector Graphics and A New Chart-based Vector Graphics Dataset IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-04-26 Shuguang Dou, Xinyang Jiang, Lu Liu, Lu Ying, Caihua Shan, Yifei Shen, Xuanyi Dong, Yun Wang, Dongsheng Li, Cairong Zhao
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Appearance-based Gaze Estimation with Deep Learning: A Review and Benchmark IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-04-25 Yihua Cheng, Haofei Wang, Yiwei Bao, Feng Lu
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Perceptual Video Coding for Machines via Satisfied Machine Ratio Modeling IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-04-25 Qi Zhang, Shanshe Wang, Xinfeng Zhang, Chuanmin Jia, Zhao Wang, Siwei Ma, Wen Gao
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Enhancing Video-Language Representations with Structural Spatio-Temporal Alignment IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-04-25 Hao Fei, Shengqiong Wu, Meishan Zhang, Min Zhang, Tat-Seng Chua, Shuicheng Yan
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Latency-aware Unified Dynamic Networks for Efficient Image Recognition IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-04-25 Yizeng Han, Zeyu Liu, Zhihang Yuan, Yifan Pu, Chaofei Wang, Shiji Song, Gao Huang
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Graph Denoising with Framelet Regularizers IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-04-24 Bingxin Zhou, Ruikun Li, Xuebin Zheng, Yu Guang Wang, Junbin Gao
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A Survey on Efficient Vision Transformers: Algorithms, Techniques, and Performance Benchmarking IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-04-24 Lorenzo Papa, Paolo Russo, Irene Amerini, Luping Zhou
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NeuralRecon: Real-Time Coherent 3D Scene Reconstruction from Monocular Video IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-04-24 Xi Chen, Jiaming Sun, Yiming Xie, Hujun Bao, Xiaowei Zhou
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Novel Uncertainty Quantification through Perturbation-Assisted Sample Synthesis IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-04-24 Yifei Liu, Rex Shen, Xiaotong Shen
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Learning Graph Attentions via Replicator Dynamics IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-04-24 Bo Jiang, Ziyan Zhang, Sheng Ge, Beibei Wang, Xiao Wang, Jin Tang
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What Makes Deviant Places? IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-04-24 Jin-Hwi Park, Young-Jae Park, Ilyung Cheong, Junoh Lee, Young Eun Huh, Hae-Gon Jeon
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Cross-Modal Hashing Method with Properties of Hamming Space: A New Perspective IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-04-23 Zhikai Hu, Yiu-ming Cheung, Mengke Li, Weichao Lan
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One Fits Many: Class Confusion Loss for Versatile Domain Adaptation IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-04-23 Ying Jin, Zhangjie Cao, Ximei Wang, Jianmin Wang, Mingsheng Long
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Towards Unified Robustness Against Both Backdoor and Adversarial Attacks IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-04-23 Zhenxing Niu, Yuyao Sun, Qiguang Miao, Rong Jin, Gang Hua
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Decouple Graph Neural Networks: Train Multiple Simple GNNs Simultaneously Instead of One IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-04-23 Hongyuan Zhang, Yanan Zhu, Xuelong Li
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ELODI: Ensemble Logit Difference Inhibition for Positive-Congruent Training IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-04-23 Yue Zhao, Yantao Shen, Yuanjun Xiong, Shuo Yang, Wei Xia, Zhuowen Tu, Bernt Schiele, Stefano Soatto
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CAP-UDF: Learning Unsigned Distance Functions Progressively from Raw Point Clouds with Consistency-Aware Field Optimization IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-04-22 Junsheng Zhou, Baorui Ma, Shujuan Li, Yu-Shen Liu, Yi Fang, Zhizhong Han
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DeepMesh: Differentiable Iso-Surface Extraction IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-04-22 Benoît Guillard, Edoardo Remelli, Artem Lukoianov, Pierre Yvernay, Stephan R. Richter, Timur Bagautdinov, Pierre Baque, Pascal Fua
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Fully Sparse Fusion for 3D Object Detection IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-04-22 Yingyan Li, Lue Fan, Yang Liu, Zehao Huang, Yuntao Chen, Naiyan Wang, Zhaoxiang Zhang
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Empowering Real-World Image Super-Resolution With Flexible Interactive Modulation IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-04-19 Chong Mou, Xintao Wang, Yanze Wu, Ying Shan, Jian Zhang
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Graph Convolutional Networks With Adaptive Neighborhood Awareness IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-04-19 Mingjian Guang, Chungang Yan, Yuhua Xu, Junli Wang, Changjun Jiang
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On the Benefit of Optimal Transport for Curriculum Reinforcement Learning IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-04-16 Pascal Klink, Carlo D'Eramo, Jan Peters, Joni Pajarinen
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Fast Building Instance Proxy Reconstruction for Large Urban Scenes IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-04-16 Jianwei Guo, Haobo Qin, Yinchang Zhou, Xin Chen, Liangliang Nan, Hui Huang