Table of Contents

• Preface [doi]
• Mitigating Bias: Enhancing Image Classification by Improving Model ExplanationsRaha Ahmadi, Mohammad Javad Rajabi, Mohammad Khalooie, Mohammad Sabokrou. 1-14 [doi]
• Degree-based stratification of nodes in Graph Neural NetworksAmeen Ali, Lior Wolf, Hakan Cevikalp. 15-27 [doi]
• Variance Reduced Online Gradient Descent for Kernelized Pairwise Learning with Limited MemoryHilal AlQuabeh, Bhaskar Mukhoty, Bin Gu 0001. 28-43 [doi]
• Ted: Tree delineation with reduced dimensions using entropy and deep learningR. N. Anjani, C. H. Sarvani, K. Kalyan Deep, P. Aravinda Kumar, Sitiraju Srinivasa Rao. 44-57 [doi]
• A Pragmatic Look at Deep Imitation LearningKai Arulkumaran, Dan Ogawa Lillrank. 58-73 [doi]
• Equilibrium Point LearningDowoo Baik, Ji Won Yoon. 74-89 [doi]
• Show Me How It's Done: The Role of Explanations in Fine-Tuning Language ModelsMohamad Ballout, Ulf Krumnack, Gunther Heidemann, Kai-Uwe Kühnberger. 90-105 [doi]
• ProtoDiffusion: Classifier-Free Diffusion Guidance with Prototype LearningGulcin Baykal, Halil Faruk Karagoz, Taha Binhuraib, Gozde Unal. 106-120 [doi]
• Deep Reinforcement Learning for Two-sided Online Bipartite Matching in Collaborative Order PickingLuca Begnardi, Hendrik Baier, Willem van Jaarsveld, Yingqian Zhang 0001. 121-136 [doi]
• ASAP: Attention-Based State Space Abstraction for Policy SummarizationYanzhe Bekkemoen, Helge Langseth. 137-152 [doi]
• Federated Learning with Uncertainty via Distilled Predictive DistributionsShrey Bhatt, Aishwarya Gupta, Piyush Rai. 153-168 [doi]
• Diffusion-based Visual Representation Learning for Medical Question AnsweringDexin Bian, Xiaoru Wang, Meifang Li. 169-184 [doi]
• Lost and Found: How Self-Supervised Learning Helps GPS Coordinates Find Their WayNicolas Bougie, Daria Vazhenina, Narimasa Watanabe. 185-200 [doi]
• BarlowRL: Barlow Twins for Data-Efficient Reinforcement LearningOmer Veysel Cagatan, Baris Akgün. 201-216 [doi]
• Deep Uniformly Distributed Centers on a Hypersphere for Open Set RecognitionHakan Cevikalp, Hasan Serhan Yavuz, Hasan Saribas. 217-230 [doi]
• Understanding More Knowledge Makes the Transformer Perform Better in Document-level Relation ExtractionHaotian Chen, Yijiang Chen, Xiangdong Zhou. 231-246 [doi]
• Optimal Nonlinearities Improve Generalization Performance of Random FeaturesSamet Demir, Zafer Dogan. 247-262 [doi]
• Enhancing Cross-Category Learning in Recommendation Systems with Multi-Layer Embedding TrainingZihao Deng, Benjamin Ghaemmaghami, Ashish Kumar Singh, Benjamin Y. Cho, Leo Orshansky, Mattan Erez, Michael Orshansky. 263-278 [doi]
• Hyper-Label-Graph: Modeling Branch-Level Dependencies of Labels for Hierarchical Multi-Label Text ClassificationWenmin Deng, Jing Zhang, Peng Zhang, Yitong Yao, Hui Gao, Yurui Zhang. 279-294 [doi]
• Temporal Shift - Multi-Objective Loss Function for Improved Anomaly Fall DetectionStefan Denkovski, Shehroz S. Khan, Alex Mihailidis. 295-310 [doi]
• Better Loss Landscape Visualization for Deep Neural Networks with Trajectory InformationRuiqi Ding, Tao Li, Xiaolin Huang. 311-326 [doi]
• Pedestrian Cross Forecasting with Hybrid Feature FusionMeng Dong. 327-342 [doi]
• Deep Representation Learning for Prediction of Temporal Event Sets in the Continuous Time DomainParag Dutta, Kawin Mayilvaghanan, Pratyaksha Sinha, Ambedkar Dukkipati. 343-358 [doi]
• Robust Image Classification via Using Multiple Diversity LossesYi Fang, Wen-Hao Zheng, Qihui Wang, Xiao-Xin Li. 359-373 [doi]
• Harmonic-NAS: Hardware-Aware Multimodal Neural Architecture Search on Resource-constrained DevicesMohamed Imed Eddine Ghebriout, Halima Bouzidi, Smaïl Niar, Hamza Ouarnoughi. 374-389 [doi]
• State Value Generation with Prompt Learning and Self-Training for Low-Resource Dialogue State TrackingMing Gu, Yan Yang, Chengcai Chen, Zhou Yu 0005. 390-405 [doi]
• Self Weighted Multiplex Modularity Maximization for Multiview ClusteringNoureddine Henka, Mohamad Assaad, Sami Tazi. 406-421 [doi]
• How GAN Generators can Invert Networks in Real-TimeRudolf Herdt, Maximilian Schmidt, Daniel Otero Baguer, Jean Le'Clerc Arrastia, Peter Maaß. 422-437 [doi]
• Towards Human-Like RL: Taming Non-Naturalistic Behavior in Deep RL via Adaptive Behavioral Costs in 3D GamesKuo-Hao Ho, Ping-Chun Hsieh, Chiu-Chou Lin, You-Ren Luo, Feng-Jian Wang, I-Chen Wu. 438-453 [doi]
• Outlier Robust Adversarial TrainingShu Hu, Zhenhuan Yang, Xin Wang, Yiming Ying, Siwei Lyu. 454-469 [doi]
• Temporal RPN Learning for Weakly-Supervised Temporal Action LocalizationJing Huang, Ming Kong, Luyuan Chen, Tian Liang, Qiang Zhu. 470-485 [doi]
• Probing Traffic Trend Forecasting via Spatial-Temporal Aware Learning-Graph AttentionXinyuan Huang, Qianqian Ren. 486-501 [doi]
• Reinforcement Learning for Solving Stochastic Vehicle Routing ProblemZangir Iklassov, Ikboljon Sobirov, Ruben Solozabal, Martin Takác 0001. 502-517 [doi]
• Mem-Rec: Memory Efficient Recommendation System using Alternative RepresentationGopi Krishna Jha, Anthony Thomas, Nilesh Jain, Sameh Gobriel, Tajana Rosing, Ravi R. Iyer 0001. 518-533 [doi]
• Adaptive Riemannian stochastic gradient descent and reparameterization for Gaussian mixture model fittingChunlin Ji, Yuhao Fu, Ping He. 534-549 [doi]
• Deep Kernel Regression with Finite Learnable KernelsChunlin Ji, Yuhao Fu. 550-565 [doi]
• Prototypical Model with Information-Theoretic Loss Functions for Generalized Zero-Shot LearningChunlin Ji, Zhan Xiong, Meiying Zhang, Huiwen Yang, Feng Chen, Hanchun Shen. 566-581 [doi]
• Provably Robust and Plausible Counterfactual Explanations for Neural Networks via Robust OptimisationJunqi Jiang, Jianglin Lan, Francesco Leofante, Antonio Rago 0001, Francesca Toni. 582-597 [doi]
• SART-Res-UNet: Fan Beam CT Image Reconstruction from Limited Projections using attention-enabled residual U-NetHarika Jinka, Jyothsna Shaji, Sangeeth John, Sreeraj R. Menon, Amalu Pradeep, P. B. Jayaraj, Pournami P. N, Niyas Puzhakkal. 598-613 [doi]
• 2NPT: An Adaptive Nearest Proxies Triplet Loss for Attribute-Aware Face Recognition with Adaptively Compacted Feature LearningLei Ju 0005, Zhenhua Feng, Muhammad Awais 0001, Josef Kittler. 614-629 [doi]
• Cross-Domain Relation AdaptationIdo Kessler, Omri Lifshitz, Sagie Benaim, Lior Wolf. 630-645 [doi]
• Thompson Exploration with Best Challenger Rule in Best Arm IdentificationJongyeong Lee, Junya Honda, Masashi Sugiyama. 646-661 [doi]
• Facto-CNN: Memory-Efficient CNN Training with Low-rank Tensor Factorization and Lossy Tensor CompressionSeungtae Lee, Jonghwan Ko, Seokin Hong. 662-677 [doi]
• SANGEA: Scalable and Attributed Network GenerationValentin Lemaire, Youssef Achenchabe, Lucas Ody, Houssem Eddine Souid, Gianmarco Aversano, Nicolas Posocco, Sabri Skhiri. 678-693 [doi]
• FusionU-Net: U-Net with Enhanced Skip Connection for Pathology Image SegmentationZongyi Li, Hongbing Lyu, Jun Wang. 694-706 [doi]
• Detecting and Repairing Deviated Outputs of Compressed ModelsYichen Li, Qi Pang, Dongwei Xiao, Zhibo Liu, Shuai Wang. 707-722 [doi]
• Attributed Graph Subspace Clustering with Graph-BoostingWang Li, En Zhu, Siwei Wang, Xifeng Guo 0001. 723-738 [doi]
• K-Truss Based Temporal Graph Convolutional Network for Dynamic GraphsHongxi Li, Zuxuan Zhang, Dengzhe Liang, Yuncheng Jiang. 739-754 [doi]
• Efficient Medical Images Text Detection with Vision-Language Pre-training ApproachTianyang Li, Jinxu Bai, Qingzhu Wang, Hanwen Xu. 755-770 [doi]
• Evolutionary Neural Architecture Search for Multivariate Time Series ForecastingZixuan Liang, Yanan Sun. 771-786 [doi]
• Dynamic Offset Metric on Heterogeneous Information Networks for Cold-start RecommendationMingshi Liu, Xiaoru Wang, Zhihong Yu, Fu Li. 787-802 [doi]
• Overcoming catastrophic forgetting with classifier expanderXinchen Liu, Hongbo Wang 0001, Yingjian Tian, Linyao Xie. 803-817 [doi]
• KURL: A Knowledge-Guided Reinforcement Learning Model for Active Object TrackingXin Liu, Jie Tan, Xiaoguang Ren, Weiya Ren, Huadong Dai. 818-833 [doi]
• Multi-objective Adaptive Dynamics Attention Model to Solve Multi-objective Vehicle Routing ProblemGuang Luo, Jianping Luo. 834-849 [doi]
• TFAN: Temporal-Feature correlations Attention-based Network for Urban Air Quality Prediction using Data Fusion technologySiyuan Ma, Fan Zhang, Wanli Hou, Yarui Li, Wei Song. 850-865 [doi]
• VMLC: Statistical Process Control for Image Classification in ManufacturingPhilipp Mascha. 866-881 [doi]
• A Mixed-Precision Quantization Method without Accuracy Degradation Using SemilayersKengo Matsumoto, Tomoya Matsuda, Atsuki Inoue, Hiroshi Kawaguchi 0001, Yasufumi Sakai. 882-894 [doi]
• Maximization of Minimum Weighted Hamming Distance between Set PairsTatsuya Matsuoka, Shinji Ito. 895-910 [doi]
• Q-Match: Self-Supervised Learning by Matching Distributions Induced by a QueueThomas Mulc, Debidatta Dwibedi. 911-926 [doi]
• Free Energy of Bayesian Convolutional Neural Network with Skip ConnectionShuya Nagayasu, Sumio Watanabe. 927-942 [doi]
• Active Level Set Estimation for Continuous Search Space with Theoretical GuaranteeGiang Ngo, Dang Nguyen, Dat Phan-Trong, Sunil Gupta 0001. 943-958 [doi]
• Empirical Study of Federated Unlearning: Efficiency and EffectivenessThai-Hung Nguyen, Hong-Phuc Vu, Thuy Dung Nguyen, Tuan Minh Nguyen, Khoa D. Doan, Kok Seng Wong. 959-974 [doi]
• The Importance of Anti-Aliasing in Tiny Object DetectionJinlai Ning, Michael W. Spratling. 975-990 [doi]
• Transformed Gaussian Processes for Characterizing a Model's DiscrepancyAurélien Nioche, Ville Tanskanen, Marcelo Hartmann, Arto Klami. 991-1006 [doi]
• Frequency-dependent Image Reconstruction Error for Micro Defect DetectionYuhei Nomura, Hirotaka Hachiya. 1007-1022 [doi]
• Selective Nonparametric Regression via TestingFedor Noskov, Alexander Fishkov, Maxim Panov. 1023-1038 [doi]
• Domain Generalization with Interpolation RobustnessRagja Palakkadavath, Thanh Nguyen-Tang, Hung Le, Svetha Venkatesh, Sunil Gupta 0001. 1039-1054 [doi]
• Enhancing Model Generalization of Cervical Fluid-Based Cell Detection through Causal Feature Extraction: A Novel MethodQiao Pan, Bin Yang, Dehua Chen, Mei Wang. 1055-1070 [doi]
• Simple and Efficient Vision Backbone Adapter for Image Semantic SegmentationDingjie Peng, Wataru Kameyama. 1071-1086 [doi]
• The Fine Print on Tempered PosteriorsKonstantinos Pitas, Julyan Arbel. 1087-1102 [doi]
• Folded Hamiltonian Monte Carlo for Bayesian Generative Adversarial NetworksNarges Pourshahrokhi, Yunpeng Li, Samaneh Kouchaki, Payam M. Barnaghi. 1103-1118 [doi]
• Multi-behavior Session-based Recommendation via Graph Reinforcement LearningShuo Qin, Feng Lin, Lingxiao Xu, Bowen Deng, Siwen Li, Fancheng Yang. 1119-1134 [doi]
• Remote Wildfire Detection using Multispectral Satellite Imagery and Vision TransformersRyan Rad. 1135-1150 [doi]
• Distilling Influences to Mitigate Prediction Churn in Graph Neural NetworksAndreas Roth, Thomas Liebig. 1151-1166 [doi]
• Logarithmic regret in communicating MDPs: Leveraging known dynamics with banditsHassan Saber, Fabien Pesquerel, Odalric-Ambrym Maillard, Mohammad Sadegh Talebi. 1167-1182 [doi]
• Augment to Interpret: Unsupervised and Inherently Interpretable Graph EmbeddingsGregory Scafarto, Madalina Ciortan, Simon Tihon, Quentin Ferre. 1183-1198 [doi]
• A New Perspective On the Expressive Equivalence Between Graph Convolution and Attention ModelsDai Shi, Zhiqi Shao, Andi Han, Yi Guo, Junbin Gao. 1199-1214 [doi]
• Edit-A-Video: Single Video Editing with Object-Aware ConsistencyChaehun Shin, Heeseung Kim, Che Hyun Lee, Sang Gil Lee, Sungroh Yoon. 1215-1230 [doi]
• Advancing Deep Metric Learning With Adversarial RobustnessInderjeet Singh, Kazuya Kakizaki, Toshinori Araki. 1231-1246 [doi]
• Learning to Terminate in Object NavigationYuhang Song 0008, Anh Nguyen 0003, Chun-Yi Lee. 1247-1262 [doi]
• Unveiling the Power of Self-Attention for Shipping Cost Prediction: The Rate Card TransformerP. Aditya Sreekar, Sahil Verma, Varun Madhavan, Abhishek Persad. 1263-1275 [doi]
• Patch-level Neighborhood Interpolation: A General and Effective Graph-based Regularization StrategyKe Sun 0013, Bing Yu, Zhouchen Lin, Zhanxing Zhu. 1276-1291 [doi]
• Meta-forests: Domain generalization on random forests with meta-learningYuyang Sun, Panagiotis Kosmas. 1292-1307 [doi]
• Hybrid Convolution Method for Graph Classification Using Hierarchical Topology FeatureJiangfeng Sun, Xinyue Lin, Fangyu Hao, Meina Song. 1308-1320 [doi]
• Intractability of Learning the Discrete Logarithm with Gradient-Based MethodsRustem Takhanov, Maxat Tezekbayev, Artur Pak, Arman Bolatov, Zhibek Kadyrsizova, Zhenisbek Assylbekov. 1321-1336 [doi]
• Single Image Super-resolution Based On Non-subsampled Shearlet TransformMing Tan, Liang Chen, Xuan Wu, Yi Wu. 1337-1352 [doi]
• Decouple then Combine: A Simple and Effective Framework for Fraud Transaction DetectionPengwei Tang, Huayi Tang, Wenhan Wang, Hanjing Su, Yong Liu. 1353-1368 [doi]
• Early Diagnosis of Alzheimer through Swin-Transformer-Based Deep Learning Framework using Sparse Diffusion MeasuresAbhishek Tiwari 0005, Ananya Singhal, Saurabh J. Shigwan, Rajeev Kumar Singh. 1369-1384 [doi]
• Towards Better Explanations for Object DetectionVan Binh Truong, Truong Thanh Hung Nguyen, Vo Thanh Khang Nguyen, Quoc Khanh Nguyen, Quoc Hung Cao. 1385-1400 [doi]
• Graph Structure Learning via Lottery Hypothesis at ScaleYuxin Wang, Xiannian Hu, Jiaqing Xie, Zhangyue Yin, Yunhua Zhou, Xipeng Qiu, Xuanjing Huang 0001. 1401-1416 [doi]
• Robust Blind Watermarking Framework for Hybrid Networks Combining CNN and TransformerBaowei Wang, Ziwei Song, Yufeng Wu. 1417-1432 [doi]
• A Simple and General Binarization Method for Image Restoration Neural NetworksMengxue Wang, Yue Zhang, Xiaodong Zhang, Run Min. 1433-1448 [doi]
• A Partially Observable Monte Carlo Planning Algorithm Based on Path ModificationQingya Wang, Feng Liu, Bin Luo 0003. 1449-1462 [doi]
• Estimation of Counterfactual Interventions under UncertaintiesJuliane Weilbach, Sebastian Gerwinn, Melih Kandemir, Martin Fränzle. 1463-1478 [doi]
• A Novel Counterfactual Data Augmentation Method for Aspect-Based Sentiment AnalysisDongming Wu, Lulu Wen, Chao Chen, Zhaoshu Shi. 1479-1493 [doi]
• Can Infinitely Wide Deep Nets Help Small-data Multi-label Learning?Guoqiang Wu, Jun Zhu. 1494-1509 [doi]
• Generative Semi-supervised Learning with Meta-Optimized Synthetic SamplesShin'ya Yamaguchi. 1510-1525 [doi]
• GWQ: Group-Wise Quantization Framework for Neural NetworksJiaming Yang, Chenwei Tang, Caiyang Yu, Jiancheng Lv 0001. 1526-1541 [doi]
• Long-Range Graph U-Nets: Node and Edge Clustering Pooling Model For Stroke Classification in Online Handwritten DocumentsMuwu Yao, Shuang She, Jinrong Li, Jianmin Lin, Ming Yang, Hongxing Peng. 1542-1557 [doi]
• Training a General Spiking Neural Network with Improved Efficiency and Minimum LatencyYunpeng Yao, Man Wu, Zheng Chen, Renyuan Zhang. 1558-1573 [doi]
• DENL: Diverse Ensemble and Noisy Logits for Improved Robustness of Neural NetworksMina Yazdani, Hamed Karimi, Reza Samavi. 1574-1589 [doi]
• A Multi-Surrogate Assisted Salp Swarm Feature Selection Algorithm with Multi-Population Adaptive Generation Strategy for ClassificationZikang Yu, Hongbin Dong, Tianyu Guo 0006, Bingxu Zhao. 1590-1605 [doi]
• Cell Variational Information Bottleneck NetworkZhonghua Zhai. 1606-1621 [doi]
• Graph Contrastive Learning with Group WhiteningChunhui Zhang, Rui Miao. 1622-1637 [doi]
• Improving Denoising Diffusion Models via Simultaneous Estimation of Image and NoiseZhenkai Zhang, Krista A. Ehinger, Tom Drummond. 1638-1653 [doi]
• Self-supervised Example Difficulty Balancing for Local Descriptor LearningJiahan Zhang, Dayong Tian, Tianyang Wu, Yiqin Cao, Yaoqi Du, Yiwen Wei. 1654-1669 [doi]
• Deep Traffic Benchmark: Aerial Perception and Driven Behavior DatasetGuoxing Zhang, Qiuping Li, Yiming Liu, Zhanpeng Wang, Yuanqi Chen, Wenrui Cai, Weiye Zhang, Bingting Guo, Zhi Zeng, Jiasong Zhu. 1670-1682 [doi]
• Unleashing the Power of High-pass Filtering in Continuous Graph Neural NetworksAcong Zhang, Ping Li. 1683-1698 [doi]
• Revisiting Structured DropoutYiren Zhao, Oluwatomisin Dada, Robert D. Mullins, Xitong Gao. 1699-1714 [doi]
• Automatic Segmentation of Aortic and Mitral Valves for Heart Surgical Planning of Hypertrophic Obstructive CardiomyopathyLimin Zheng, Hongyu Chen, Lu Qing, Jian Zhuang, Bo Meng, Xiaowei Xu 0004. 1715-1730 [doi]
• Faster Target Encirclement with Utilization of Obstacles via Multi-Agent Reinforcement LearningYuxi Zheng, Yongjun Zhang 0006, Chenran Zhao, Huanhuan Yang, Tongyue Li, Qianying Ouyang, Ying Chen. 1731-1746 [doi]
• A Corrected Expected Improvement Acquisition Function Under Noisy ObservationsHan Zhou, Xingchen Ma, Matthew B. Blaschko. 1747-1762 [doi]
• FasterVoxelPose+: Fast and Accurate Voxel-based 3D Human Pose Estimation by Depth-wise Projection DecayZonghuang Zhuang, Yue Zhou. 1763-1778 [doi]