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title: "IEEE Transactions on Pattern Analysis and Machine Intelligence"
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# IEEE Transactions on Pattern Analysis and Machine Intelligence 2024: all accepted papers

676 papers · page 2 of 7 · the most cited first · [← IEEE Transactions on Pattern Analysis and Machine Intelligence 2024](https://md.research.elamur.ai/free/en/venues/ieee-transactions-on-pattern-analysis-and-machine-intelligence/2024/)

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101. **[Towards Data-And Knowledge-Driven AI: A Survey on Neuro-Symbolic Computing ↗](https://doi.org/10.1109/tpami.2024.3483273)**Wenguan Wang, Yi Ping Yang, Fei Qing Wu*54 citations*
102. **[Detecting and Grounding Multi-Modal Media Manipulation and Beyond ↗](https://doi.org/10.1109/tpami.2024.3367749)**Rui Shao, Tianxing Wu, Jianlong Wu et al.*53 citations*
103. **[SMART: Syntax-Calibrated Multi-Aspect Relation Transformer for Change Captioning ↗](https://doi.org/10.1109/tpami.2024.3365104)**Yunbin Tu, Liang Li, Li Su et al.*53 citations*
104. **[A Diffusion Model Translator for Efficient Image-to-Image Translation ↗](https://doi.org/10.1109/tpami.2024.3435448)**Mengfei Xia, Yu Zhou, Ran Yi et al.*52 citations*
105. **[Does Negative Sampling Matter? a Review With Insights Into its Theory and Applications ↗](https://doi.org/10.1109/tpami.2024.3371473)**Zhen Yang, Ding Ming, Tinglin Huang et al.*52 citations*
106. **[AIfES: A Next-Generation Edge AI Framework ↗](https://doi.org/10.1109/tpami.2024.3355495)**Lars Wulfert, Johannes Kühnel, Lukas Krupp et al.*51 citations*
107. **[Create Your World: Lifelong Text-to-Image Diffusion ↗](https://doi.org/10.1109/tpami.2024.3382753)**Gan Sun, Wenqi Liang, Jiahua Dong et al.*51 citations*
108. **[Cross-Modal Federated Human Activity Recognition ↗](https://doi.org/10.1109/tpami.2024.3367412)**Xiaoshan Yang, Baochen Xiong, Yi Huang et al.*51 citations*
109. **[Fully Sparse Fusion for 3D Object Detection ↗](https://doi.org/10.1109/tpami.2024.3392303)**Yingyan Li, Lue Fan, Yang Liu et al.*51 citations*
110. **[HIRI-ViT: Scaling Vision Transformer With High Resolution Inputs ↗](https://doi.org/10.1109/tpami.2024.3379457)**Ting Yao, Yehao Li, Yingwei Pan et al.*51 citations*
111. **[Analysis of Video Quality Datasets via Design of Minimalistic Video Quality Models ↗](https://doi.org/10.1109/tpami.2024.3385364)**Wei Sun, Wen Wen, Xiongkuo Min et al.*50 citations*
112. **[Flare7K++: Mixing Synthetic and Real Datasets for Nighttime Flare Removal and Beyond ↗](https://doi.org/10.1109/tpami.2024.3406821)**Yuekun Dai, Chongyi Li, Shangchen Zhou et al.*50 citations*
113. **[Highly Efficient and Unsupervised Framework for Moving Object Detection in Satellite Videos ↗](https://doi.org/10.1109/tpami.2024.3409824)**Chao Xiao, Wei An, Yifan Zhang et al.*50 citations*
114. **[Implicit Regularization of Dropout ↗](https://doi.org/10.1109/tpami.2024.3357172)**Zhongwang Zhang, Zhi‐Qin John Xu*50 citations*
115. **[Cross-Modal Hashing Method With Properties of Hamming Space: A New Perspective ↗](https://doi.org/10.1109/tpami.2024.3392763)**Zhikai Hu, Yiu‐ming Cheung, Mengke Li et al.*49 citations*
116. **[EPMF: Efficient Perception-Aware Multi-Sensor Fusion for 3D Semantic Segmentation ↗](https://doi.org/10.1109/tpami.2024.3402232)**Mingkui Tan, Zhuangwei Zhuang, Sitao Chen et al.*49 citations*
117. **[Zero-Shot Neural Architecture Search: Challenges, Solutions, and Opportunities ↗](https://doi.org/10.1109/tpami.2024.3395423)**Guihong Li, Duc Hoang, Kartikeya Bhardwaj et al.*49 citations*
118. **[Baking Neural Radiance Fields for Real-Time View Synthesis ↗](https://doi.org/10.1109/tpami.2024.3381001)**Peter Hedman, Pratul P. Srinivasan, Ben Mildenhall et al.*48 citations*
119. **[Fully Unsupervised Deepfake Video Detection Via Enhanced Contrastive Learning ↗](https://doi.org/10.1109/tpami.2024.3356814)**Tong Qiao, Shichuang Xie, Yanli Chen et al.*48 citations*
120. **[MetaEarth: A Generative Foundation Model for Global-Scale Remote Sensing Image Generation ↗](https://doi.org/10.1109/tpami.2024.3507010)**Zhiping Yu, Chenyang Liu, Liqin Liu et al.*48 citations*
121. **[A Modular Neural Motion Retargeting System Decoupling Skeleton and Shape Perception ↗](https://doi.org/10.1109/tpami.2024.3386777)**Jiaxu Zhang, Zhigang Tu, Junwu Weng et al.*47 citations*
122. **[A Two-Stage Noise-Tolerant Paradigm for Label Corrupted Person Re-Identification ↗](https://doi.org/10.1109/tpami.2024.3361491)**Min Liu, Fei Wang, Xueping Wang et al.*47 citations*
123. **[HyperSOR: Context-Aware Graph Hypernetwork for Salient Object Ranking ↗](https://doi.org/10.1109/tpami.2024.3368158)**Minglang Qiao, Mai Xu, Lai Wei Jiang et al.*47 citations*
124. **[SMEMO: Social Memory for Trajectory Forecasting ↗](https://doi.org/10.1109/tpami.2024.3356755)**Francesco Marchetti, Federico Becattini, Lorenzo Seidenari et al.*47 citations*
125. **[Decouple Graph Neural Networks: Train Multiple Simple GNNs Simultaneously Instead of One ↗](https://doi.org/10.1109/tpami.2024.3392782)**Hongyuan Zhang, Yanan Zhu, Xuelong Li*46 citations*
126. **[DeepTensor: Low-Rank Tensor Decomposition With Deep Network Priors ↗](https://doi.org/10.1109/tpami.2024.3450575)**Vishwanath Saragadam, Randall Balestriero, Ashok Veeraraghavan et al.*46 citations*
127. **[Graph Convolutional Networks With Adaptive Neighborhood Awareness ↗](https://doi.org/10.1109/tpami.2024.3391356)**Mingjian Guang, Chungang Yan, Yuhua Xu et al.*46 citations*
128. **[Hi-SAM: Marrying Segment Anything Model for Hierarchical Text Segmentation ↗](https://doi.org/10.1109/tpami.2024.3495831)**Maoyuan Ye, Jing Zhang, Juhua Liu et al.*46 citations*
129. **[Interaction-Based Inductive Bias in Graph Neural Networks: Enhancing Protein-Ligand Binding Affinity Predictions From 3D Structures ↗](https://doi.org/10.1109/tpami.2024.3400515)**Ziduo Yang, Weihe Zhong, Qiujie Lv et al.*46 citations*
130. **[PathNet: Path-Selective Point Cloud Denoising ↗](https://doi.org/10.1109/tpami.2024.3355988)**Zeyong Wei, Honghua Chen, Liangliang Nan et al.*46 citations*
131. **[A Coding Framework and Benchmark Towards Low-Bitrate Video Understanding ↗](https://doi.org/10.1109/tpami.2024.3367879)**Yuan Tian, Guo Sheng Lu, Yichao Yan et al.*45 citations*
132. **[A Review of Deep Learning for Video Captioning ↗](https://doi.org/10.1109/tpami.2024.3522295)**Moloud Abdar, K. Meenakshi, Swaraja Kuraparthi et al.*45 citations*
133. **[A Survey on Continual Semantic Segmentation: Theory, Challenge, Method and Application ↗](https://doi.org/10.1109/tpami.2024.3446949)**Bo Yuan, Danpei Zhao*45 citations*
134. **[Content-Aware Rectified Activation for Zero-Shot Fine-Grained Image Retrieval ↗](https://doi.org/10.1109/tpami.2024.3355461)**Shijie Wang, Jianlong Chang, Zhihui Wang et al.*45 citations*
135. **[Deep Interactive Segmentation of Medical Images: A Systematic Review and Taxonomy ↗](https://doi.org/10.1109/tpami.2024.3452629)**Zdravko Marinov, Paul F. Jäger, Jan Egger et al.*45 citations*
136. **[V2X-ViTv2: Improved Vision Transformers for Vehicle-to-Everything Cooperative Perception ↗](https://doi.org/10.1109/tpami.2024.3479222)**Runsheng Xu, Chia-Ju Chen, Zhengzhong Tu et al.*45 citations*
137. **[Behind Every Domain There is a Shift: Adapting Distortion-Aware Vision Transformers for Panoramic Semantic Segmentation ↗](https://doi.org/10.1109/tpami.2024.3408642)**Jiaming Zhang, Kailun Yang, Hao Shi et al.*44 citations*
138. **[Learning Disentangled Representation for One-Shot Progressive Face Swapping ↗](https://doi.org/10.1109/tpami.2024.3404334)**Qi Li, Weining Wang, Chengzhong Xu et al.*44 citations*
139. **[Diversify: A General Framework for Time Series Out-of-Distribution Detection and Generalization ↗](https://doi.org/10.1109/tpami.2024.3355212)**Lu Wang, Jindong Wang, Xinwei Sun et al.*42 citations*
140. **[RoBoSS: A Robust, Bounded, Sparse, and Smooth Loss Function for Supervised Learning ↗](https://doi.org/10.1109/tpami.2024.3465535)**Mushir Akhtar, M. Tanveer, Mohd. Arshad*42 citations*
141. **[Towards Visual-Prompt Temporal Answer Grounding in Instructional Video ↗](https://doi.org/10.1109/tpami.2024.3411045)**Shutao Li, Bin Li, Bin Sun et al.*42 citations*
142. **[Unsupervised Test-Time Adaptation Learning for Effective Hyperspectral Image Super-Resolution With Unknown Degeneration ↗](https://doi.org/10.1109/tpami.2024.3361894)**Lei Zhang, Jiangtao Nie, Wei Wei et al.*42 citations*
143. **[FSD V2: Improving Fully Sparse 3D Object Detection With Virtual Voxels ↗](https://doi.org/10.1109/tpami.2024.3502456)**Lue Fan, Wang Feng, Naiyan Wang et al.*41 citations*
144. **[LIA: Latent Image Animator ↗](https://doi.org/10.1109/tpami.2024.3449075)**Yaohui Wang, Di Yang, François Brémond et al.*41 citations*
145. **[Vision + X: A Survey on Multimodal Learning in the Light of Data ↗](https://doi.org/10.1109/tpami.2024.3420239)**Ye Zhu, Yu Wu, Nicu Sebe et al.*41 citations*
146. **[A Dempster-Shafer Approach to Trustworthy AI With Application to Fetal Brain MRI Segmentation ↗](https://doi.org/10.1109/tpami.2023.3346330)**Lucas Fidon, Michaël Aertsen, Florian Kofler et al.*39 citations*
147. **[BadLabel: A Robust Perspective on Evaluating and Enhancing Label-Noise Learning ↗](https://doi.org/10.1109/tpami.2024.3355425)**Jingfeng Zhang, Bo Song, Haohan Wang et al.*39 citations*
148. **[Bi-Directional Ensemble Feature Reconstruction Network for Few-Shot Fine-Grained Classification ↗](https://doi.org/10.1109/tpami.2024.3376686)**Jijie Wu, Dongliang Chang, Aneeshan Sain et al.*39 citations*
149. **[PERF: Panoramic Neural Radiance Field From a Single Panorama ↗](https://doi.org/10.1109/tpami.2024.3387307)**Guangcong Wang, Peng Wang, Zhaoxi Chen et al.*39 citations*
150. **[RNNPose: 6-DoF Object Pose Estimation via Recurrent Correspondence Field Estimation and Pose Optimization ↗](https://doi.org/10.1109/tpami.2024.3360181)**Yan Xu, Kwan-Yee Lin, Guofeng Zhang et al.*39 citations*
151. **[A Comprehensive Review of Image Line Segment Detection and Description: Taxonomies, Comparisons, and Challenges ↗](https://doi.org/10.1109/tpami.2024.3400881)**Xinyu Lin, Yingjie Zhou, Yipeng Liu et al.*38 citations*
152. **[A Versatile Point Cloud Compressor Using Universal Multiscale Conditional Coding – Part I: Geometry ↗](https://doi.org/10.1109/tpami.2024.3462938)**Jianqiang Wang, Ruixiang Xue, Jiaxin Li et al.*38 citations*
153. **[EBMGC-GNF: Efficient Balanced Multi-View Graph Clustering via Good Neighbor Fusion ↗](https://doi.org/10.1109/tpami.2024.3398220)**Danyang Wu, Zhenkun Yang, Jitao Lu et al.*38 citations*
154. **[GALA: Graph Diffusion-Based Alignment With Jigsaw for Source-Free Domain Adaptation ↗](https://doi.org/10.1109/tpami.2024.3416372)**Junyu Luo, Yiyang Gu, Xiao Luo et al.*38 citations*
155. **[Probing Synergistic High-Order Interaction for Multi-Modal Image Fusion ↗](https://doi.org/10.1109/tpami.2024.3475485)**Man Zhou, Naishan Zheng, Xuanhua He et al.*38 citations*
156. **[E-Gaze: Gaze Estimation With Event Camera ↗](https://doi.org/10.1109/tpami.2024.3359606)**Nealson Li, Muya Chang, Arijit Raychowdhury*37 citations*
157. **[Latent Diffusion Enhanced Rectangle Transformer for Hyperspectral Image Restoration ↗](https://doi.org/10.1109/tpami.2024.3475249)**Miaoyu Li, Ying Fu, Tao Zhang et al.*37 citations*
158. **[MAC: Maximal Cliques for 3D Registration ↗](https://doi.org/10.1109/tpami.2024.3442911)**Jiaqi Yang, Xiyu Zhang, Peng Wang et al.*37 citations*
159. **[MINN: Learning the Dynamics of Differential-Algebraic Equations and Application to Battery Modeling ↗](https://doi.org/10.1109/tpami.2024.3456475)**Yicun Huang, Changfu Zou, Yang Li et al.*37 citations*
160. **[PATNAS: A Path-Based Training-Free Neural Architecture Search ↗](https://doi.org/10.1109/tpami.2024.3498035)**Jiechao Yang, Yong Liu, Wei Wang et al.*37 citations*
161. **[Robust Domain Adaptive Object Detection With Unified Multi-Granularity Alignment ↗](https://doi.org/10.1109/tpami.2024.3416098)**Libo Zhang, Wenzhang Zhou, Heng Fan et al.*37 citations*
162. **[Source-Free Domain Adaptation With Domain Generalized Pretraining for Face Anti-Spoofing ↗](https://doi.org/10.1109/tpami.2024.3370721)**Yuchen Liu, Y. R. Chen, Wenrui Dai et al.*37 citations*
163. **[IG 2 : Integrated Gradient on Iterative Gradient Path for Feature Attribution ↗](https://doi.org/10.1109/tpami.2024.3388092)**Yue Zhuo, Zhiqiang Ge*36 citations*
164. **[Playing for 3D Human Recovery ↗](https://doi.org/10.1109/tpami.2024.3450537)**Zhongang Cai, Mingyuan Zhang, Jiawei Ren et al.*36 citations*
165. **[Federated Multi-View K-Means Clustering ↗](https://doi.org/10.1109/tpami.2024.3520708)**Miin‐Shen Yang, Kristina Pestaria Sinaga*35 citations*
166. **[Intelligent Bionic Polarization Orientation Method Using Biological Neuron Model for Harsh Conditions ↗](https://doi.org/10.1109/tpami.2024.3484183)**Chong Shen, Yicheng Wu, Guanyu Qian et al.*35 citations*
167. **[NICEST: Noisy Label Correction and Training for Robust Scene Graph Generation ↗](https://doi.org/10.1109/tpami.2024.3387349)**Lin Li, Jun Xiao, Hanrong Shi et al.*35 citations*
168. **[Scalable Video Object Segmentation With Identification Mechanism ↗](https://doi.org/10.1109/tpami.2024.3383592)**Zongxin Yang, Jiaxu Miao, Yunchao Wei et al.*35 citations*
169. **[Tensorized and Compressed Multi-View Subspace Clustering via Structured Constraint ↗](https://doi.org/10.1109/tpami.2024.3446537)**Wei Chang, Huimin Chen, Feiping Nie et al.*35 citations*
170. **[Transformer Based Pluralistic Image Completion With Reduced Information Loss ↗](https://doi.org/10.1109/tpami.2024.3384406)**Qiankun Liu, Yuqi Jiang, Zhentao Tan et al.*35 citations*
171. **[A Survey and Benchmark of Automatic Surface Reconstruction From Point Clouds ↗](https://doi.org/10.1109/tpami.2024.3510932)**Raphael Sulzer, Renaud Marlet, Bruno Vallet et al.*34 citations*
172. **[Causality-Invariant Interactive Mining for Cross-Modal Similarity Learning ↗](https://doi.org/10.1109/tpami.2024.3379752)**Jiexi Yan, Cheng Dan Deng, Heng Huang et al.*34 citations*
173. **[DynGAN: Solving Mode Collapse in GANs With Dynamic Clustering ↗](https://doi.org/10.1109/tpami.2024.3367532)**Yixin Luo, Zhouwang Yang*34 citations*
174. **[Guaranteed Coverage Prediction Intervals With Gaussian Process Regression ↗](https://doi.org/10.1109/tpami.2024.3418214)**Harris Papadopoulos*34 citations*
175. **[Measurement Guidance in Diffusion Models: Insight from Medical Image Synthesis ↗](https://doi.org/10.1109/tpami.2024.3399098)**Yimin Luo, Qinyu Yang, Yuheng Fan et al.*34 citations*
176. **[T2TD: Text-3D Generation Model Based on Prior Knowledge Guidance ↗](https://doi.org/10.1109/tpami.2024.3463753)**Weizhi Nie, Ruidong Chen, Weijie Wang et al.*34 citations*
177. **[VNVC: A Versatile Neural Video Coding Framework for Efficient Human-Machine Vision ↗](https://doi.org/10.1109/tpami.2024.3356548)**Xihua Sheng, Li Li, Dong Liu et al.*34 citations*
178. **[GeoDTR+: Toward Generic Cross-View Geolocalization via Geometric Disentanglement ↗](https://doi.org/10.1109/tpami.2024.3443652)**Xiaohan Zhang, Xingyu Li, Waqas Sultani et al.*33 citations*
179. **[Scene-Dependent Prediction in Latent Space for Video Anomaly Detection and Anticipation ↗](https://doi.org/10.1109/tpami.2024.3461718)**Congqi Cao, Hanwen Zhang, Yue Lu et al.*33 citations*
180. **[Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and Ensembling ↗](https://doi.org/10.1109/tpami.2024.3432812)**Tong Li, Hansen Feng, Lizhi Wang et al.*33 citations*
181. **[Lowis3D: Language-Driven Open-World Instance-Level 3D Scene Understanding ↗](https://doi.org/10.1109/tpami.2024.3410324)**Runyu Ding, Jihan Yang, Chuhui Xue et al.*32 citations*
182. **[Noise Self-Regression: A New Learning Paradigm to Enhance Low-Light Images Without Task-Related Data ↗](https://doi.org/10.1109/tpami.2024.3487361)**Zhao Zhang, Suiyi Zhao, Xiaojie Jin et al.*32 citations*
183. **[On Boundary Discontinuity in Angle Regression Based Arbitrary Oriented Object Detection ↗](https://doi.org/10.1109/tpami.2024.3378777)**Yi Yu, Feipeng Da*32 citations*
184. **[Practical Compact Deep Compressed Sensing ↗](https://doi.org/10.1109/tpami.2024.3504490)**Bin Chen, Jian Zhang*32 citations*
185. **[Prompt-and-Transfer: Dynamic Class-Aware Enhancement for Few-Shot Segmentation ↗](https://doi.org/10.1109/tpami.2024.3461779)**Hanbo Bi, Yingchao Feng, Wenhui Diao et al.*32 citations*
186. **[A Multiple Controlled Toffoli Driven Adaptive Quantum Neural Network Model for Dynamic Workload Prediction in Cloud Environments ↗](https://doi.org/10.1109/tpami.2024.3402061)**Ishu Gupta, Deepika Saxena, Ashutosh Kumar Singh et al.*31 citations*
187. **[Asymmetric Convolution: An Efficient and Generalized Method to Fuse Feature Maps in Multiple Vision Tasks ↗](https://doi.org/10.1109/tpami.2024.3400873)**Wencheng Han, Xingping Dong, Yiyuan Zhang et al.*31 citations*
188. **[HDF-Net: Capturing Homogeny Difference Features to Localize the Tampered Image ↗](https://doi.org/10.1109/tpami.2024.3432551)**Ruidong Han, Xiaofeng Wang, Ningning Bai et al.*31 citations*
189. **[Hypergraph-Based Multi-View Action Recognition Using Event Cameras ↗](https://doi.org/10.1109/tpami.2024.3382117)**Yue Gao, Jiaxuan Lu, Siqi Li et al.*31 citations*
190. **[Integrating Neural-Symbolic Reasoning With Variational Causal Inference Network for Explanatory Visual Question Answering ↗](https://doi.org/10.1109/tpami.2024.3398012)**Dizhan Xue, Shengsheng Qian, Changsheng Xu*31 citations*
191. **[JARVIS -1: Open-World Multi-Task Agents With Memory-Augmented Multimodal Language Models ↗](https://doi.org/10.1109/tpami.2024.3511593)**Zihao Wang, Shaofei Cai, Anji Liu et al.*31 citations*
192. **[NDDepth: Normal-Distance Assisted Monocular Depth Estimation and Completion ↗](https://doi.org/10.1109/tpami.2024.3411571)**Shuwei Shao, Zhongcai Pei, Weihai Chen et al.*31 citations*
193. **[Human Versus Machine Intelligence: Assessing Natural Language Generation Models Through Complex Systems Theory ↗](https://doi.org/10.1109/tpami.2024.3358168)**Enrico De Santis, Alessio Martino, Antonello Rizzi*30 citations*
194. **[B-Cos Alignment for Inherently Interpretable CNNs and Vision Transformers ↗](https://doi.org/10.1109/tpami.2024.3355155)**Moritz Böhle, Navdeeppal Singh, Mario Fritz et al.*29 citations*
195. **[BiSTNet: Semantic Image Prior Guided Bidirectional Temporal Feature Fusion for Deep Exemplar-Based Video Colorization ↗](https://doi.org/10.1109/tpami.2024.3370920)**Yixin Yang, Jinshan Pan, Zhongzheng Peng et al.*29 citations*
196. **[Curvature Regularization for Non-Line-of-Sight Imaging From Under-Sampled Data ↗](https://doi.org/10.1109/tpami.2024.3409414)**Rui Ding, Juntian Ye, Qifeng Gao et al.*29 citations*
197. **[Towards Effective Causal Partitioning by Edge Cutting of Adjoint Graph ↗](https://doi.org/10.1109/tpami.2024.3435503)**Hao Zhang, Yixin Ren, Yewei Xia et al.*29 citations*
198. **[Unsupervised Illumination Adaptation for Low-Light Vision ↗](https://doi.org/10.1109/tpami.2024.3382108)**Wenjing Wang, Rundong Luo, Wenhan Yang et al.*29 citations*
199. **[Animatable Implicit Neural Representations for Creating Realistic Avatars From Videos ↗](https://doi.org/10.1109/tpami.2024.3355287)**Xiaowei Zhou, Sida Peng, Zhen Xu et al.*28 citations*
200. **[Deep Variational Network Toward Blind Image Restoration ↗](https://doi.org/10.1109/tpami.2024.3365745)**Zongsheng Yue, Hongwei Yong, Qian Zhao et al.*28 citations*

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