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Volume 222: Asian Conference on Machine Learning, 11-14 November 2023, İstanbul, Turkey

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Editors: Berrin Yanıkoğlu, Wray Buntine

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Contents:

Preface

Asian Conference on Machine Learning: Preface

Berrin Yanıkoğlu, Wray Buntine; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:i-ii

Contributed Papers

Mitigating Bias: Enhancing Image Classification by Improving Model Explanations

Raha Ahmadi, Mohammad Javad Rajabi, Mohammad Khalooie, Mohammad Sabokrou; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:1-14

Degree-based stratification of nodes in Graph Neural Networks

Ameen Ali, Lior Wolf, Hakan Cevikalp; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:15-27

Variance Reduced Online Gradient Descent for Kernelized Pairwise Learning with Limited Memory

Hilal AlQuabeh, Bhaskar Mukhoty, Bin Gu; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:28-43

Ted: Tree delineation with reduced dimensions using entropy and deep learning

RN Anjani, CH Sarvani, K Kalyan Deep, P Aravinda Kumar, Sitiraju Srinivasa Rao; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:44-57

A Pragmatic Look at Deep Imitation Learning

Kai Arulkumaran, Dan Ogawa Lillrank; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:58-73

Equilibrium Point Learning

Dowoo Baik, Ji Won Yoon; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:74-89

Show Me How It’s Done: The Role of Explanations in Fine-Tuning Language Models

Mohamad Ballout, Ulf Krumnack, Gunther Heidemann, Kai-Uwe Kühnberger; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:90-105

ProtoDiffusion: Classifier-Free Diffusion Guidance with Prototype Learning

Gulcin Baykal, Halil Faruk Karagoz, Taha Binhuraib, Gozde Unal; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:106-120

Deep Reinforcement Learning for Two-sided Online Bipartite Matching in Collaborative Order Picking

Luca Begnardi, Hendrik Baier, Willem van Jaarsveld, Yingqian Zhang; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:121-136

ASAP: Attention-Based State Space Abstraction for Policy Summarization

Yanzhe Bekkemoen, Helge Langseth; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:137-152

Federated Learning with Uncertainty via Distilled Predictive Distributions

Shrey Bhatt, Aishwarya Gupta, Piyush Rai; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:153-168

Diffusion-based Visual Representation Learning for Medical Question Answering

Dexin Bian, Xiaoru Wang, Meifang Li; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:169-184

Lost and Found: How Self-Supervised Learning Helps GPS Coordinates Find Their Way

Nicolas Bougie, Daria Vazhenina, Narimasa Watanabe; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:185-200

BarlowRL: Barlow Twins for Data-Efficient Reinforcement Learning

Omer Veysel Cagatan, Baris Akgun; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:201-216

Deep Uniformly Distributed Centers on a Hypersphere for Open Set Recognition

Hakan Cevikalp, Hasan Serhan Yavuz, Hasan Saribas; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:217-230

Understanding More Knowledge Makes the Transformer Perform Better in Document-level Relation Extraction

Chen Haotian, Chen Yijiang, Zhou Xiangdong; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:231-246

Optimal Nonlinearities Improve Generalization Performance of Random Features

Samet Demir, Zafer Doğan; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:247-262

Enhancing Cross-Category Learning in Recommendation Systems with Multi-Layer Embedding Training

Zihao Deng, Benjamin Ghaemmaghami, Ashish Kumar Singh, Benjamin Cho, Leo Orshansky, Mattan Erez, Michael Orshansky; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:263-278

Hyper-Label-Graph: Modeling Branch-Level Dependencies of Labels for Hierarchical Multi-Label Text Classification

Wenmin Deng, Jing Zhang, Peng Zhang, Yitong Yao, Hui Gao, Yurui Zhang; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:279-294

Temporal Shift - Multi-Objective Loss Function for Improved Anomaly Fall Detection

Stefan Denkovski, Shehroz S Khan, Alex Mihailidis; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:295-310

Better Loss Landscape Visualization for Deep Neural Networks with Trajectory Information

Ruiqi Ding, Tao Li, Xiaolin Huang; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:311-326

Pedestrian Cross Forecasting with Hybrid Feature Fusion

Meng Dong; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:327-342

Deep Representation Learning for Prediction of Temporal Event Sets in the Continuous Time Domain

Parag Dutta, Kawin Mayilvaghanan, Pratyaksha Sinha, Ambedkar Dukkipati; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:343-358

Robust Image Classification via Using Multiple Diversity Losses

Yi Fang, Wen-Hao Zheng, Qihui Wang, Xiao-Xin Li; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:359-373

Harmonic-NAS: Hardware-Aware Multimodal Neural Architecture Search on Resource-constrained Devices

Mohamed Imed Eddine Ghebriout, Halima Bouzidi, Smail Niar, Hamza Ouarnoughi; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:374-389

State Value Generation with Prompt Learning and Self-Training for Low-Resource Dialogue State Tracking

Ming Gu, Yan Yang, Chengcai Chen, Zhou Yu; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:390-405

Self Weighted Multiplex Modularity Maximization for Multiview Clustering

Noureddine Henka, Mohamad Assaad, Sami Tazi; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:406-421

How GAN Generators can Invert Networks in Real-Time

Rudolf Herdt, Maximilian Schmidt, Daniel Otero Baguer, Jean Le’Clerc Arrastia, Peter Maaß; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:422-437

Towards Human-Like RL: Taming Non-Naturalistic Behavior in Deep RL via Adaptive Behavioral Costs in 3D Games

Kuo-Hao Ho, Ping-Chun Hsieh, Chiu-Chou Lin, You-Ren Lou, Feng-Jian Wang, I-Chen Wu; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:438-453

Outlier Robust Adversarial Training

Shu Hu, Zhenhuan Yang, Xin Wang, Yiming Ying, Siwei Lyu; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:454-469

Temporal RPN Learning for Weakly-Supervised Temporal Action Localization

Jing Huang, Ming Kong, Luyuan Chen, Tian Liang, Qiang Zhu; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:470-485

Probing Traffic Trend Forecasting via Spatial-Temporal Aware Learning-Graph Attention

Xinyuan Huang, Qianqian Ren; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:486-501

Reinforcement Learning for Solving Stochastic Vehicle Routing Problem

Zangir Iklassov, Ikboljon Sobirov, Ruben Solozabal, Martin Takáč; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:502-517

Mem-Rec: Memory Efficient Recommendation System using Alternative Representation

Gopi Krishna Jha, Anthony Thomas, Nilesh Jain, Sameh Gobriel, Tajana Rosing, Ravi Iyer; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:518-533

Adaptive Riemannian stochastic gradient descent and reparameterization for Gaussian mixture model fitting

Chunlin Ji, Yuhao Fu, Ping He; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:534-549

Deep Kernel Regression with Finite Learnable Kernels

Chunlin Ji, Yuhao Fu; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:550-565

Prototypical Model with Information-Theoretic Loss Functions for Generalized Zero-Shot Learning

Chunlin Ji, Zhan Xiong, Meiying Zhang, Huiwen Yang, Feng Chen, Hanchun Shen; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:566-581

Provably Robust and Plausible Counterfactual Explanations for Neural Networks via Robust Optimisation

Junqi Jiang, Jianglin Lan, Francesco Leofante, Antonio Rago, Francesca Toni; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:582-597

SART-Res-UNet: Fan Beam CT Image Reconstruction from Limited Projections using attention-enabled residual U-Net

Harika Jinka, Jyothsna Shaji, Sangeeth John, Sreeraj R Menon, Amalu Pradeep, Jayaraj P B, Pournami P N, Niyas Puzhakkal; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:598-613

Ada$^2$NPT: An Adaptive Nearest Proxies Triplet Loss for Attribute-Aware Face Recognition with Adaptively Compacted Feature Learning

Lei Ju, Zhanhua Feng, Muhammad Awais, Josef Kittler; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:614-629

Cross-Domain Relation Adaptation

Ido Kessler, Omri Lifshitz, Sagie Benaim, Lior Wolf; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:630-645

Thompson Exploration with Best Challenger Rule in Best Arm Identification

Jongyeong Lee, Junya Honda, Masashi Sugiyama; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:646-661

Facto-CNN: Memory-Efficient CNN Training with Low-rank Tensor Factorization and Lossy Tensor Compression

Seungtae Lee, Jonghwan Ko, Seokin Hong; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:662-677

SANGEA: Scalable and Attributed Network Generation

Valentin Lemaire, Youssef Achenchabe, Lucas Ody, Houssem Eddine Souid, Gianmarco Aversano, Nicolas Posocco, Sabri Skhiri; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:678-693

FusionU-Net: U-Net with Enhanced Skip Connection for Pathology Image Segmentation

Zongyi Li, Hongbing Lyu, Jun Wang; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:694-706

Detecting and Repairing Deviated Outputs of Compressed Models

Yichen Li, Qi Pang, Dongwei Xiao, Zhibo Liu, Shuai Wang; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:707-722

Attributed Graph Subspace Clustering with Graph-Boosting

Wang Li, En Zhu, Siwei Wang, Xifeng Guo; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:723-738

K-Truss Based Temporal Graph Convolutional Network for Dynamic Graphs

Hongxi Li, Zuxuan Zhang, Dengzhe Liang, Yuncheng Jiang; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:739-754

Efficient Medical Images Text Detection with Vision-Language Pre-training Approach

Tianyang Li, Jinxu Bai, Qingzhu Wang, Hanwen Xu; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:755-770

Evolutionary Neural Architecture Search for Multivariate Time Series Forecasting

Zixuan Liang, Yanan Sun; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:771-786

Dynamic Offset Metric on Heterogeneous Information Networks for Cold-start Recommendation

Mingshi Liu, Xiaoru Wang, Zhihong Yu, Fu Li; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:787-802

Overcoming catastrophic forgetting with classifier expander

Xinchen Liu, Hongbo Wang, Yingjian Tian, Linyao Xie; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:803-817

KURL: A Knowledge-Guided Reinforcement Learning Model for Active Object Tracking

Xin Liu, Jie Tan, Xiaoguang Ren, Weiya Ren, Huadong Dai; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:818-833

Multi-objective Adaptive Dynamics Attention Model to Solve Multi-objective Vehicle Routing Problem

Guang Luo, Jianping Luo; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:834-849

TFAN: Temporal-Feature correlations Attention-based Network for Urban Air Quality Prediction using Data Fusion technology

Siyuan Ma, Fan Zhang, Wanli Hou, Yarui Li, Wei Song; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:850-865

VMLC: Statistical Process Control for Image Classification in Manufacturing

Philipp Mascha; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:866-881

A Mixed-Precision Quantization Method without Accuracy Degradation Using Semilayers

Kengo Matsumoto, Tomoya Matsuda, Atsuki Inoue, Hiroshi Kawaguchi, Yasufumi Sakai; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:882-894

Maximization of Minimum Weighted Hamming Distance between Set Pairs

Tatsuya Matsuoka, Shinji Ito; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:895-910

Q-Match: Self-Supervised Learning by Matching Distributions Induced by a Queue

Thomas Mulc, Debidatta Dwibedi; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:911-926

Free Energy of Bayesian Convolutional Neural Network with Skip Connection

Shuya Nagayasu, Sumio Watanabe; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:927-942

Active Level Set Estimation for Continuous Search Space with Theoretical Guarantee

Giang Ngo, Dang Nguyen, Dat Phan-Trong, Sunil Gupta; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:943-958

Empirical Study of Federated Unlearning: Efficiency and Effectiveness

Thai-Hung Nguyen, Hong-Phuc Vu, Dung Thuy Nguyen, Tuan Minh Nguyen, Khoa D Doan, Kok-Seng Wong; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:959-974

The Importance of Anti-Aliasing in Tiny Object Detection

Jinlai Ning, Michael Spratling; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:975-990

Transformed Gaussian Processes for Characterizing a Model’s Discrepancy

Aurélien Nioche, Ville Tanskanen, Marcelo Hartmann, Arto Klami; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:991-1006

Frequency-dependent Image Reconstruction Error for Micro Defect Detection

Yuhei Nomura, Hirotaka Hachiya; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:1007-1022

Selective Nonparametric Regression via Testing

Fedor Noskov, Alexander Fishkov, Maxim Panic; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:1023-1038

Domain Generalization with Interpolation Robustness

Ragja Palakkadavath, Thanh Nguyen-Tang, Hung Le, Svetha Venkatesh, Sunil Gupta; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:1039-1054

Enhancing Model Generalization of Cervical Fluid-Based Cell Detection through Causal Feature Extraction:A Novel Method

Qiao Pan, Bin Yang, Dehua Chen, Mei Wang; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:1055-1070

Simple and Efficient Vision Backbone Adapter for Image Semantic Segmentation

Dingjie Peng, Wataru Kameyama; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:1071-1086

The Fine Print on Tempered Posteriors

Konstantinos Pitas, Julyan Arbel; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:1087-1102

Folded Hamiltonian Monte Carlo for Bayesian Generative Adversarial Networks

Narges Pourshahrokhi, Yunpeng Li, Samaneh Kouchaki, Payam Barnaghi; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:1103-1118

Multi-behavior Session-based Recommendation via Graph Reinforcement Learning

Shuo Qin, Feng Lin, Lingxiao Xu, Bowen Deng, Siwen Li, Fangcheng Yang; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:1119-1134

Remote Wildfire Detection using Multispectral Satellite Imagery and Vision Transformers

Ryan Rad; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:1135-1150

Distilling Influences to Mitigate Prediction Churn in Graph Neural Networks

Andreas Roth, Thomas Liebig; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:1151-1166

Logarithmic regret in communicating MDPs: Leveraging known dynamics with bandits

Hassan Saber, Fabien Pesquerel, Odalric-Ambrym Maillard, Mohammad Sadegh Talebi; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:1167-1182

Augment to Interpret: Unsupervised and Inherently Interpretable Graph Embeddings

Gregory Scafarto, Madalina Ciortan, Simon Tihon, Quentin Ferre; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:1183-1198

A New Perspective On the Expressive Equivalence Between Graph Convolution and Attention Models

Dai Shi, Zhiqi Shao, Andi Han, Yi Guo, Gao Junbin; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:1199-1214

Edit-A-Video: Single Video Editing with Object-Aware Consistency

Chaehun Shin, Heeseung Kim, Che Hyun Lee, Sang-gil Lee, Sungroh Yoon; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:1215-1230

Advancing Deep Metric Learning With Adversarial Robustness

Inderjeet Singh, Kazuya Kakizaki, Toshinori Araki; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:1231-1246

Learning to Terminate in Object Navigation

Yuhang Song, Anh Nguyen, Chun-Yi Lee; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:1247-1262

Unveiling the Power of Self-Attention for Shipping Cost Prediction: The Rate Card Transformer

P Aditya Sreekar, Sahil Verma, Varun Madhavan, Abhishek Persad; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:1263-1275

Patch-level Neighborhood Interpolation: A General and Effective Graph-based Regularization Strategy

Ke Sun, Bing Yu, Zhouchen Lin, Zhanxing Zhu; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:1276-1291

Meta-forests: Domain generalization on random forests with meta-learning

Yuyang Sun, Panagiotis Kosmas; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:1292-1307

Hybrid Convolution Method for Graph Classification Using Hierarchical Topology Feature

Jiangfeng Sun, Xinyue Lin, Fangyu Hao, Meina Song; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:1308-1320

Intractability of Learning the Discrete Logarithm with Gradient-Based Methods

Rustem Takhanov, Maxat Tezekbayev, Artur Pak, Arman Bolatov, Zhibek Kadyrsizova, Zhenisbek Assylbekov; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:1321-1336

Single Image Super-resolution Based On Non-subsampled Shearlet Transform

Ming Tan, Liang Chen, Xuan Wu, Yi Wu; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:1337-1352

Decouple then Combine: A Simple and Effective Framework for Fraud Transaction Detection

Pengwei Tang, Huayi Tang, Wenhan Wang, Hanjing Su, Yong Liu; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:1353-1368

Early Diagnosis of Alzheimer through Swin-Transformer-Based Deep Learning Framework using Sparse Diffusion Measures

Abhishek Tiwari, Ananya Singhal, Saurabh J. Shigwan, Rajeev Kumar Singh; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:1369-1384

Towards Better Explanations for Object Detection

Van Binh Truong, Truong Thanh Hung Nguyen, Vo Thanh Khang Nguyen, Quoc Khanh Nguyen, Quoc Hung Cao; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:1385-1400

Graph Structure Learning via Lottery Hypothesis at Scale

Wang Yuxin, Hu Xiannian, Xie Jiaqing, Yin Zhangyue, Zhou Yunhua, Qiu Xipeng, Huang Xuanjing; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:1401-1416

Robust Blind Watermarking Framework for Hybrid Networks Combining CNN and Transformer

Baowei Wang, Ziwei Song, Yufeng Wu; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:1417-1432

A Simple and General Binarization Method for Image Restoration Neural Networks

Mengxue Wang, Yue Zhang, Xiaodong Zhang, Run Min; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:1433-1448

A Partially Observable Monte Carlo Planning Algorithm Based on Path Modification

Qingya Wang, Feng Liu, Bin Luo; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:1449-1462

Estimation of Counterfactual Interventions under Uncertainties

Juliane Weilbach, Sebastian Gerwinn, Melih Kandemir, Martin Fraenzle; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:1463-1478

A Novel Counterfactual Data Augmentation Method for Aspect-Based Sentiment Analysis

Dongming Wu, Lulu Wen, Chao Chen, Zhaoshu Shi; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:1479-1493

Can Infinitely Wide Deep Nets Help Small-data Multi-label Learning?

Guoqiang Wu, Jun Zhu; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:1494-1509

Generative Semi-supervised Learning with Meta-Optimized Synthetic Samples

Shin’ya Yamaguchi; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:1510-1525

GWQ: Group-Wise Quantization Framework for Neural Networks

Jiaming Yang, Chenwei Tang, Caiyang Yu, Jiancheng Lv; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:1526-1541

Long-Range Graph U-Nets: Node and Edge Clustering Pooling Model For Stroke Classification in Online Handwritten Documents

Muwu Yao, Shuang She, Jinrong Li, Jianmin Lin, Ming Yang, Hongxing Peng; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:1542-1557

Training a General Spiking Neural Network with Improved Efficiency and Minimum Latency

Yunpeng Yao, Man Wu, Zheng Chen, Renyuan Zhang; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:1558-1573

DENL: Diverse Ensemble and Noisy Logits for Improved Robustness of Neural Networks

Mina Yazdani, Hamed Karimi, Reza Samavi; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:1574-1589

A Multi-Surrogate Assisted Salp Swarm Feature Selection Algorithm with Multi-Population Adaptive Generation Strategy for Classification

Zikang Yu, Hongbin Dong, Tianyu Guo, Bingxu Zhao; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:1590-1605

Cell Variational Information Bottleneck Network

Zhonghua Zhai; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:1606-1621

Graph Contrastive Learning with Group Whitening

Chunhui Zhang, Rui Miao; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:1622-1637

Improving Denoising Diffusion Models via Simultaneous Estimation of Image and Noise

Zhenkai Zhang, Krista A. Ehinger, Tom Drummond; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:1638-1653

Self-supervised Example Difficulty Balancing for Local Descriptor Learning

Jiahan Zhang, Dayong Tian, Tianyang Wu, Yiqing Cao, Yaoqi Du, Yiwen Wei; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:1654-1669

Deep Traffic Benchmark: Aerial Perception and Driven Behavior Dataset

Guoxing Zhang, Qiuping Li, Yiming Liu, Zhanpeng Wang, Yuanqi Chen, Wenrui Cai, Weiye Zhang, Bingting Guo, Zhi Zeng, Jiasong Zhu; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:1670-1682

Unleashing the Power of High-pass Filtering in Continuous Graph Neural Networks

Acong Zhang, Ping Li; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:1683-1698

Revisiting Structured Dropout

Yiren Zhao, Oluwatomisin Dada, Robert Mullins, Xitong Gao; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:1699-1714

Automatic Segmentation of Aortic and Mitral Valves for Heart Surgical Planning of Hypertrophic Obstructive Cardiomyopathy

Limin Zheng, Hongyu Chen, Lu Qing, Jian Zhuang, Bo Meng, Xiaowei Xu; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:1715-1730

Faster Target Encirclement with Utilization of Obstacles via Multi-Agent Reinforcement Learning

Yuxi Zheng, Yongjun Zhang, Chenran Zhao, Huanhuan Yang, Tongyue Li, Qianying Ouyang, Ying Chen; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:1731-1746

A Corrected Expected Improvement Acquisition Function Under Noisy Observations

Han Zhou, Xingchen Ma, Matthew B Blaschko; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:1747-1762

FasterVoxelPose+: Fast and Accurate Voxel-based 3D Human Pose Estimation by Depth-wise Projection Decay

Zonghuang Zhuang, Yue Zhou; Proceedings of the 15th Asian Conference on Machine Learning, PMLR 222:1763-1778

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