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title: "IEEE Transactions on Pattern Analysis and Machine Intelligence"
description: "All 679 papers of IEEE Transactions on Pattern Analysis and Machine Intelligence 2023 · page 2 of 7, the most cited first; those with our…"
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# IEEE Transactions on Pattern Analysis and Machine Intelligence 2023: all accepted papers

679 papers · page 2 of 7 · the most cited first · [← IEEE Transactions on Pattern Analysis and Machine Intelligence 2023](https://md.research.elamur.ai/free/en/venues/ieee-transactions-on-pattern-analysis-and-machine-intelligence/2023/)

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101. **[A Unified Visual Information Preservation Framework for Self-supervised Pre-training in Medical Image Analysis ↗](https://doi.org/10.1109/tpami.2023.3234002)**Hong-Yu Zhou, Chixiang Lu, Chaoqi Chen et al.*81 citations*
102. **[MNGNAS: Distilling Adaptive Combination of Multiple Searched Networks for One-Shot Neural Architecture Search ↗](https://doi.org/10.1109/tpami.2023.3293885)**Zhihua Chen, Guhao Qiu, Ping Li et al.*81 citations*
103. **[Vectorized Evidential Learning for Weakly-Supervised Temporal Action Localization ↗](https://doi.org/10.1109/tpami.2023.3311447)**Junyu Gao, Mengyuan Chen, Changsheng Xu*81 citations*
104. **[Brain-Machine Coupled Learning Method for Facial Emotion Recognition ↗](https://doi.org/10.1109/tpami.2023.3257846)**Dongjun Liu, Weichen Dai, Hangkui Zhang et al.*79 citations*
105. **[PFENet++: Boosting Few-Shot Semantic Segmentation With the Noise-Filtered Context-Aware Prior Mask ↗](https://doi.org/10.1109/tpami.2023.3329725)**Xiaoliu Luo, Zhuotao Tian, Taiping Zhang et al.*79 citations*
106. **[Consistent 3D Hand Reconstruction in Video via Self-Supervised Learning ↗](https://doi.org/10.1109/tpami.2023.3247907)**Zhigang Tu, Zhisheng Huang, Yujin Chen et al.*78 citations*
107. **[X2-VLM: All-in-One Pre-Trained Model for Vision-Language Tasks ↗](https://doi.org/10.1109/tpami.2023.3339661)**Yan Zeng, Xinsong Zhang, Hang Li et al.*78 citations*
108. **[Asymmetric Loss Functions for Noise-Tolerant Learning: Theory and Applications ↗](https://doi.org/10.1109/tpami.2023.3236459)**Xiong Zhou, Xianming Liu, Deming Zhai et al.*77 citations*
109. **[A Survey of Vectorization Methods in Topological Data Analysis ↗](https://doi.org/10.1109/tpami.2023.3308391)**Dashti Ali, Aras Asaad, María-José Jiménez et al.*76 citations*
110. **[Federated Learning Via Inexact ADMM ↗](https://doi.org/10.1109/tpami.2023.3243080)**Shenglong Zhou, Geoffrey Ye Li*75 citations*
111. **[MO-MIX: Multi-Objective Multi-Agent Cooperative Decision-Making With Deep Reinforcement Learning ↗](https://doi.org/10.1109/tpami.2023.3283537)**Tianmeng Hu, Biao Luo, Chunhua Yang et al.*75 citations*
112. **[Facial Video-based Remote Physiological Measurement via Self-supervised Learning ↗](https://doi.org/10.1109/tpami.2023.3298650)**Zijie Yue, Miaojing Shi, Shuai Ding*74 citations*
113. **[Fast Clustering With Anchor Guidance ↗](https://doi.org/10.1109/tpami.2023.3318603)**Feiping Nie, Jingjing Xue, Weizhong Yu et al.*74 citations*
114. **[Conformal Prediction for Time Series ↗](https://doi.org/10.1109/tpami.2023.3272339)**Chen Xu, Yao Xie*73 citations*
115. **[No One Left Behind: Real-World Federated Class-Incremental Learning ↗](https://doi.org/10.1109/tpami.2023.3334213)**Jiahua Dong, Hongliu Li, Yang Cong et al.*73 citations*
116. **[ZITS++: Image Inpainting by Improving the Incremental Transformer on Structural Priors ↗](https://doi.org/10.1109/tpami.2023.3280222)**Chenjie Cao, Qiaole Dong, Yanwei Fu*73 citations*
117. **[Temporal Action Localization in the Deep Learning Era: A Survey ↗](https://doi.org/10.1109/tpami.2023.3330794)**Binglu Wang, Yongqiang Zhao, Le Yang et al.*70 citations*
118. **[Continual Image Deraining With Hypergraph Convolutional Networks ↗](https://doi.org/10.1109/tpami.2023.3241756)**Xueyang Fu, Jie Xiao, Yurui Zhu et al.*69 citations*
119. **[Higher Order Fractal Belief Rényi Divergence With Its Applications in Pattern Classification ↗](https://doi.org/10.1109/tpami.2023.3310594)**Yingcheng Huang, Fuyuan Xiao, Zehong Cao et al.*68 citations*
120. **[Knowledge-Induced Multiple Kernel Fuzzy Clustering ↗](https://doi.org/10.1109/tpami.2023.3298629)**Yiming Tang, Zhifu Pan, Xianghui Hu et al.*67 citations*
121. **[TextStyleBrush: Transfer of Text Aesthetics From a Single Example ↗](https://doi.org/10.1109/tpami.2023.3239736)**Praveen Krishnan, Rama Kovvuri, Guan Pang et al.*67 citations*
122. **[COLD Fusion: Calibrated and Ordinal Latent Distribution Fusion for Uncertainty-Aware Multimodal Emotion Recognition ↗](https://doi.org/10.1109/tpami.2023.3325770)**Mani Kumar Tellamekala, Shahin Amiriparian, Björn Wolfgang Schuller et al.*66 citations*
123. **[Generalized Parametric Contrastive Learning ↗](https://doi.org/10.1109/tpami.2023.3278694)**Jiequan Cui, Zhisheng Zhong, Zhuotao Tian et al.*65 citations*
124. **[Surrogate Modeling for Bayesian Optimization Beyond a Single Gaussian Process ↗](https://doi.org/10.1109/tpami.2023.3264741)**Qin Lu, Konstantinos D. Polyzos, Bingcong Li et al.*65 citations*
125. **[CMW-Net: Learning a Class-Aware Sample Weighting Mapping for Robust Deep Learning ↗](https://doi.org/10.1109/tpami.2023.3271451)**Jun Shu, Xiang Yuan, Deyu Meng et al.*64 citations*
126. **[Dynamic Spatial Sparsification for Efficient Vision Transformers and Convolutional Neural Networks ↗](https://doi.org/10.1109/tpami.2023.3263826)**Yongming Rao, Zuyan Liu, Wenliang Zhao et al.*64 citations*
127. **[Hitchhiker's Guide to Super-Resolution: Introduction and Recent Advances ↗](https://doi.org/10.1109/tpami.2023.3243794)**Brian B. Moser, Federico Raue, Stanislav Frolov et al.*64 citations*
128. **[A Memorizing and Generalizing Framework for Lifelong Person Re-Identification ↗](https://doi.org/10.1109/tpami.2023.3297058)**Nan Pu, Zhun Zhong, Nicu Sebe et al.*63 citations*
129. **[Adaptive Region-Specific Loss for Improved Medical Image Segmentation ↗](https://doi.org/10.1109/tpami.2023.3289667)**Yizheng Chen, Lequan Yu, Jen‐Yeu Wang et al.*63 citations*
130. **[Fast and Informative Model Selection Using Learning Curve Cross-Validation ↗](https://doi.org/10.1109/tpami.2023.3251957)**Felix Mohr, Jan N. van Rijn*63 citations*
131. **[PiCO+: Contrastive Label Disambiguation for Robust Partial Label Learning ↗](https://doi.org/10.1109/tpami.2023.3342650)**Haobo Wang, Ruixuan Xiao, Yixuan Li et al.*63 citations*
132. **[SDV-LOAM: Semi-Direct Visual–LiDAR Odometry and Mapping ↗](https://doi.org/10.1109/tpami.2023.3262817)**Zikang Yuan, Qingjie Wang, Ken Cheng et al.*63 citations*
133. **[Dynamic MDETR: A Dynamic Multimodal Transformer Decoder for Visual Grounding ↗](https://doi.org/10.1109/tpami.2023.3328185)**Fengyuan Shi, Ruopeng Gao, Weilin Huang et al.*62 citations*
134. **[Reverse Engineering of Generative Models: Inferring Model Hyperparameters From Generated Images ↗](https://doi.org/10.1109/tpami.2023.3301451)**Vishal Asnani, Xi Peng Yin, Tal Hassner et al.*62 citations*
135. **[Semantic Invariant Multi-View Clustering With Fully Incomplete Information ↗](https://doi.org/10.1109/tpami.2023.3332967)**Pengxin Zeng, Mouxing Yang, Yiding Lu et al.*62 citations*
136. **[StudioGAN: A Taxonomy and Benchmark of GANs for Image Synthesis ↗](https://doi.org/10.1109/tpami.2023.3306436)**Minguk Kang, Joonghyuk Shin, Jaesik Park*62 citations*
137. **[A Thorough Benchmark and a New Model for Light Field Saliency Detection ↗](https://doi.org/10.1109/tpami.2023.3235415)**Wei Gao, Songlin Fan, Ge Li et al.*61 citations*
138. **[CALDA: Improving Multi-Source Time Series Domain Adaptation With Contrastive Adversarial Learning ↗](https://doi.org/10.1109/tpami.2023.3298346)**Garrett Wilson, Janardhan Rao Doppa, Diane J. Cook*61 citations*
139. **[Graph Theory Based Large-Scale Machine Learning With Multi-Dimensional Constrained Optimization Approaches for Exact Epidemiological Modeling of Pandemic Diseases ↗](https://doi.org/10.1109/tpami.2023.3256421)**Önder Tutsoy*61 citations*
140. **[A Bayesian Federated Learning Framework With Online Laplace Approximation ↗](https://doi.org/10.1109/tpami.2023.3322743)**Liangxi Liu, Xi Jiang, Feng Zheng et al.*60 citations*
141. **[Learning to Learn Task-Adaptive Hyperparameters for Few-Shot Learning ↗](https://doi.org/10.1109/tpami.2023.3261387)**Sungyong Baik, Myungsub Choi, Janghoon Choi et al.*60 citations*
142. **[SIGMA++: Improved Semantic-complete Graph Matching for Domain Adaptive Object Detection ↗](https://doi.org/10.1109/tpami.2023.3235367)**Wuyang Li, Xinyu Liu, Yixuan Yuan*60 citations*
143. **[C2F-TCN: A Framework for Semi- and Fully-Supervised Temporal Action Segmentation ↗](https://doi.org/10.1109/tpami.2023.3284080)**Dipika Singhania, Rahul Rahaman, Angela Yao*59 citations*
144. **[Dual Adaptive Representation Alignment for Cross-Domain Few-Shot Learning ↗](https://doi.org/10.1109/tpami.2023.3272697)**Yifan Zhao, Tong Zhang, Jia Li et al.*59 citations*
145. **[SODFormer: Streaming Object Detection With Transformer Using Events and Frames ↗](https://doi.org/10.1109/tpami.2023.3298925)**Dianze Li, Yonghong Tian, Jianing Li*59 citations*
146. **[Self-Adversarial Disentangling for Specific Domain Adaptation ↗](https://doi.org/10.1109/tpami.2023.3238727)**Qianyu Zhou, Qiqi Gu, Jiangmiao Pang et al.*59 citations*
147. **[Structured Knowledge Distillation for Accurate and Efficient Object Detection ↗](https://doi.org/10.1109/tpami.2023.3300470)**Linfeng Zhang, Kaisheng Ma*59 citations*
148. **[Contrastive Video Question Answering via Video Graph Transformer ↗](https://doi.org/10.1109/tpami.2023.3292266)**Junbin Xiao, Pan Zhou, Angela Yao et al.*58 citations*
149. **[Fast-SNARF: A Fast Deformer for Articulated Neural Fields ↗](https://doi.org/10.1109/tpami.2023.3271569)**Xu Chen, Tianjian Jiang, Jie Song et al.*58 citations*
150. **[Lightweight Pixel Difference Networks for Efficient Visual Representation Learning ↗](https://doi.org/10.1109/tpami.2023.3300513)**Zhuo Su, Jiehua Zhang, Longguang Wang et al.*58 citations*
151. **[FaceScape: 3D Facial Dataset and Benchmark for Single-View 3D Face Reconstruction ↗](https://doi.org/10.1109/tpami.2023.3307338)**Hao Zhu, Haotian Yang, Longwei Guo et al.*57 citations*
152. **[SS-TBN: A Semi-Supervised Tri-Branch Network for COVID-19 Screening and Lesion Segmentation ↗](https://doi.org/10.1109/tpami.2023.3240886)**Ling‐Li Zeng, Kai Gao, Dewen Hu et al.*57 citations*
153. **[Transforming Complex Problems into K-means Solutions ↗](https://doi.org/10.1109/tpami.2023.3237667)**Hongfu Liu, Junxiang Chen, Jennifer Dy et al.*57 citations*
154. **[Unbiased Scene Graph Generation via Two-Stage Causal Modeling ↗](https://doi.org/10.1109/tpami.2023.3285009)**Shuzhou Sun, Shuaifeng Zhi, Qing Liao et al.*57 citations*
155. **[Affine Subspace Robust Low-Rank Self-Representation: From Matrix to Tensor ↗](https://doi.org/10.1109/tpami.2023.3257407)**Yongqiang Tang, Yuan Xie, Wensheng Zhang*56 citations*
156. **[SceneHGN: Hierarchical Graph Networks for 3D Indoor Scene Generation With Fine-Grained Geometry ↗](https://doi.org/10.1109/tpami.2023.3237577)**Lin Gao, Jia-Mu Sun, Kaichun Mo et al.*56 citations*
157. **[ADPL: Adaptive Dual Path Learning for Domain Adaptation of Semantic Segmentation ↗](https://doi.org/10.1109/tpami.2023.3248294)**Yiting Cheng, Fangyun Wei, Jianmin Bao et al.*55 citations*
158. **[Learning Gait Representation From Massive Unlabelled Walking Videos: A Benchmark ↗](https://doi.org/10.1109/tpami.2023.3312419)**Chao Fan, Saihui Hou, Jilong Wang et al.*55 citations*
159. **[SPTS v2: Single-Point Scene Text Spotting ↗](https://doi.org/10.1109/tpami.2023.3312285)**Yuliang Liu, Jiaxin Zhang, Dezhi Peng et al.*55 citations*
160. **[Context Disentangling and Prototype Inheriting for Robust Visual Grounding ↗](https://doi.org/10.1109/tpami.2023.3339628)**Wei Tang, Liang Li, Xuejing Liu et al.*54 citations*
161. **[FGAHOI: Fine-Grained Anchors for Human-Object Interaction Detection ↗](https://doi.org/10.1109/tpami.2023.3331738)**Shuailei Ma, Yuefeng Wang, Shanze Wang et al.*54 citations*
162. **[GAN-Based Facial Attribute Manipulation ↗](https://doi.org/10.1109/tpami.2023.3298868)**Yunfan Liu, Qi Li, Qiyao Deng et al.*54 citations*
163. **[Hyperparameter-Free Localized Simple Multiple Kernel K-Means With Global Optimum ↗](https://doi.org/10.1109/tpami.2022.3233635)**Xinwang Liu*54 citations*
164. **[QGORE: Quadratic-Time Guaranteed Outlier Removal for Point Cloud Registration ↗](https://doi.org/10.1109/tpami.2023.3262780)**Jiayuan Li, Pengcheng Shi, Qingwu Hu et al.*54 citations*
165. **[Vicinity Vision Transformer ↗](https://doi.org/10.1109/tpami.2023.3285569)**Weixuan Sun, Zhen Qin, Hui Deng et al.*54 citations*
166. **[Robust Perception and Precise Segmentation for Scribble-Supervised RGB-D Saliency Detection ↗](https://doi.org/10.1109/tpami.2023.3324807)**Long Li, Junwei Han, Nian Liu et al.*53 citations*
167. **[Bi-DexHands: Towards Human-Level Bimanual Dexterous Manipulation ↗](https://doi.org/10.1109/tpami.2023.3339515)**Yuanpei Chen, Yiran Geng, Fangwei Zhong et al.*51 citations*
168. **[FingerGAN: A Constrained Fingerprint Generation Scheme for Latent Fingerprint Enhancement ↗](https://doi.org/10.1109/tpami.2023.3236876)**Yanming Zhu, Xuefei Yin, Jiankun Hu*51 citations*
169. **[Generalizable Black-Box Adversarial Attack With Meta Learning ↗](https://doi.org/10.1109/tpami.2022.3194988)**Fei Yin, Yong Zhang, Baoyuan Wu et al.*51 citations*
170. **[Holistically-Attracted Wireframe Parsing: From Supervised to Self-Supervised Learning ↗](https://doi.org/10.1109/tpami.2023.3312749)**Nan Xue, Tianfu Wu, Song Bai et al.*51 citations*
171. **[The Importance of Expert Knowledge for Automatic Modulation Open Set Recognition ↗](https://doi.org/10.1109/tpami.2023.3294505)**Taotao Li, Zhenyu Wen, Yang Long et al.*51 citations*
172. **[DifFormer: Multi-Resolutional Differencing Transformer With Dynamic Ranging for Time Series Analysis ↗](https://doi.org/10.1109/tpami.2023.3293516)**Bing Li, Wei Cui, Le Zhang et al.*50 citations*
173. **[SAN: Side Adapter Network for Open-Vocabulary Semantic Segmentation ↗](https://doi.org/10.1109/tpami.2023.3311618)**Mengde Xu, Zheng Zhang, Fangyun Wei et al.*50 citations*
174. **[Action Recognition and Benchmark Using Event Cameras ↗](https://doi.org/10.1109/tpami.2023.3300741)**Yue Gao, Jiaxuan Lu, Siqi Li et al.*49 citations*
175. **[Counterfactual Samples Synthesizing and Training for Robust Visual Question Answering ↗](https://doi.org/10.1109/tpami.2023.3290012)**Long Chen, Yuhang Zheng, Yulei Niu et al.*49 citations*
176. **[Digging Into Uncertainty-Based Pseudo-Label for Robust Stereo Matching ↗](https://doi.org/10.1109/tpami.2023.3300976)**Zhelun Shen, Xibin Song, Yuchao Dai et al.*49 citations*
177. **[Flattening-Net: Deep Regular 2D Representation for 3D Point Cloud Analysis ↗](https://doi.org/10.1109/tpami.2023.3244828)**Qijian Zhang, Junhui Hou, Yue Qian et al.*49 citations*
178. **[HOP+: History-Enhanced and Order-Aware Pre-Training for Vision-and-Language Navigation ↗](https://doi.org/10.1109/tpami.2023.3234243)**Yanyuan Qiao, Yuankai Qi, Yicong Hong et al.*49 citations*
179. **[Representing Multimodal Behaviors With Mean Location for Pedestrian Trajectory Prediction ↗](https://doi.org/10.1109/tpami.2023.3268110)**Liushuai Shi, Le Wang, Chengjiang Long et al.*49 citations*
180. **[Global Aligned Structured Sparsity Learning for Efficient Image Super-Resolution ↗](https://doi.org/10.1109/tpami.2023.3268675)**Huan Wang, Yulun Zhang, Can Qin et al.*48 citations*
181. **[Hybrid High Dynamic Range Imaging fusing Neuromorphic and Conventional Images ↗](https://doi.org/10.1109/tpami.2022.3231334)**Jin Han, Yixin Yang, Peiqi Duan et al.*48 citations*
182. **[Attribute-Aware Deep Hashing With Self-Consistency for Large-Scale Fine-Grained Image Retrieval ↗](https://doi.org/10.1109/tpami.2023.3299563)**Xiu-Shen Wei, Yang Shen, Xuhao Sun et al.*47 citations*
183. **[Discrete and Balanced Spectral Clustering With Scalability ↗](https://doi.org/10.1109/tpami.2023.3311828)**Rong Wang, Huimin Chen, Yihang Lu et al.*47 citations*
184. **[SC2-PCR++: Rethinking the Generation and Selection for Efficient and Robust Point Cloud Registration ↗](https://doi.org/10.1109/tpami.2023.3272557)**Zhi Chen, Kun Sun, Fan Yang et al.*47 citations*
185. **[A Hybrid Neural Coding Approach for Pattern Recognition With Spiking Neural Networks ↗](https://doi.org/10.1109/tpami.2023.3339211)**Xinyi Chen, Yang Qu, Jibin Wu et al.*46 citations*
186. **[Detecting Road Obstacles by Erasing Them ↗](https://doi.org/10.1109/tpami.2023.3335152)**Krzysztof Lis, Sina Honari, Pascal Fua et al.*46 citations*
187. **[GCoNet+: A Stronger Group Collaborative Co-Salient Object Detector ↗](https://doi.org/10.1109/tpami.2023.3264571)**Peng Zheng, Huazhu Fu, Deng-Ping Fan et al.*46 citations*
188. **[Point Cloud Attacks in Graph Spectral Domain: When 3D Geometry Meets Graph Signal Processing ↗](https://doi.org/10.1109/tpami.2023.3339130)**Daizong Liu, Wei Hu, Xin Li*46 citations*
189. **[Re-Thinking the Effectiveness of Batch Normalization and Beyond ↗](https://doi.org/10.1109/tpami.2023.3319005)**Hanyang Peng, Yue Yu, Shiqi Yu*46 citations*
190. **[SceneDreamer: Unbounded 3D Scene Generation From 2D Image Collections ↗](https://doi.org/10.1109/tpami.2023.3321857)**Zhaoxi Chen, Guangcong Wang, Ziwei Liu*45 citations*
191. **[Semantic Hierarchy-Aware Segmentation ↗](https://doi.org/10.1109/tpami.2023.3332435)**Liulei Li, Wenguan Wang, Tianfei Zhou et al.*45 citations*
192. **[Dynamic Unary Convolution in Transformers ↗](https://doi.org/10.1109/tpami.2022.3233482)**Haoran Duan, Yang Long, Shidong Wang et al.*44 citations*
193. **[Influence-Driven Data Poisoning for Robust Recommender Systems ↗](https://doi.org/10.1109/tpami.2023.3274759)**Chenwang Wu, Defu Lian, Yong Ge et al.*44 citations*
194. **[Large-Scale Clustering With Structured Optimal Bipartite Graph ↗](https://doi.org/10.1109/tpami.2023.3277532)**Han Zhang, Feiping Nie, Xuelong Li*44 citations*
195. **[Messages are Never Propagated Alone: Collaborative Hypergraph Neural Network for Time-Series Forecasting ↗](https://doi.org/10.1109/tpami.2023.3331389)**Nan Yin, Li Shen, Huan Xiong et al.*44 citations*
196. **[Performance-Aware Approximation of Global Channel Pruning for Multitask CNNs ↗](https://doi.org/10.1109/tpami.2023.3260903)**Hancheng Ye, Bo Zhang, Tao Chen et al.*44 citations*
197. **[Super Sparse 3D Object Detection ↗](https://doi.org/10.1109/tpami.2023.3286409)**Lue Fan, Yuxue Yang, Wang Feng et al.*44 citations*
198. **[Towards Enabling Binary Decomposition for Partial Multi-Label Learning ↗](https://doi.org/10.1109/tpami.2023.3290797)**Bing-Qing Liu, Bin-Bin Jia, Min-Ling Zhang*44 citations*
199. **[Co-Salient Object Detection with Co-Representation Purification ↗](https://doi.org/10.1109/tpami.2023.3234586)**Ziyue Zhu, Zhao Zhang, Lin Liu Zheng et al.*43 citations*
200. **[Deep Gaussian Scale Mixture Prior for Image Reconstruction ↗](https://doi.org/10.1109/tpami.2023.3265103)**Tao Huang, Xin Yuan, Weisheng Dong et al.*43 citations*

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