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• Refine-IQA: Multi-Stage Reinforcement Finetuning for Perceptual Image Quality Assessment

  Ziheng Jia, Jiaying Qian, Zicheng Zhang, Zijian Chen, Xiongkuo Min

  22301-22309

  2026-03-14

• Burst Image Quality Assessment: A New Benchmark and Unified Framework for Multiple Downstream Tasks

  Xiaoye Liang, Lai Jiang, Minglang Qiao, Yichen Guo, Yue Zhang, Xin Deng, Shengxi Li, Yufan Liu, Mai Xu

  6880-6888

  2026-03-14

• Pixel-level Quality Assessment for Oriented Object Detection

  Yunhui Zhu, Buliao Huang

  14005-14013

  2026-03-14

• PSSM-Distil: Protein Secondary Structure Prediction (PSSP) on Low-Quality PSSM by Knowledge Distillation with Contrastive Learning

  Qin Wang, Boyuan Wang, Zhenlei Xu, Jiaxiang Wu, Peilin Zhao, Zhen Li, Sheng Wang, Junzhou Huang, Shuguang Cui

  617-625

  2021-05-18

• Interpretable Knowledge Tracing: Simple and Efficient Student Modeling with Causal Relations

  Sein Minn, Jill-Jênn Vie, Koh Takeuchi, Hisashi Kashima, Feida Zhu

  12810-12818

  2022-06-28

• Neural Network Approximation for Pessimistic Offline Reinforcement Learning

  Di Wu, Yuling Jiao, Li Shen, Haizhao Yang, Xiliang Lu

  15868-15877

  2024-03-24

• Towards Training-Free and Accurate ANN-to-SNN Conversion via Activation-Aware Redistribution

  Honglin Cao, Shuai Wang, Zijian Zhou, Ammar Belatreche, Wenjie Wei, Yu Liang, Yu Yang, Rui Xi, Malu Zhang, Haizhou Li

  1703-1711

  2026-03-14

• Interpreting Neural Networks as Quantitative Argumentation Frameworks

  Nico Potyka

  6463-6470

  2021-05-18

• Semi-Supervised Node Classification on Graphs: Markov Random Fields vs. Graph Neural Networks

  Binghui Wang, Jinyuan Jia, Neil Zhenqiang Gong

  10093-10101

  2021-05-18

• A Convolutional Neural Network Interpretable Framework for Human Ventral Visual Pathway Representation

  Mufan Xue, Xinyu Wu, Jinlong Li, Xuesong Li, Guoyuan Yang

  6413-6421

  2024-03-24

• Rule-Guided Graph Neural Networks for Explainable Knowledge Graph Reasoning

  Zhe Wang, Suxue Ma, Kewen Wang, Zhiqiang Zhuang

  12784-12791

  2025-04-11

• Prototype-Based Explanations for Graph Neural Networks (Student Abstract)

  Yong-Min Shin, Sun-Woo Kim, Eun-Bi Yoon, Won-Yong Shin

  13047-13048

  2022-06-28

• OPQ: Compressing Deep Neural Networks with One-shot Pruning-Quantization

  Peng Hu, Xi Peng, Hongyuan Zhu, Mohamed M. Sabry Aly, Jie Lin

  7780-7788

  2021-05-18

• Deep Embedded Complementary and Interactive Information for Multi-View Classification

  Jinglin Xu, Wenbin Li, Xinwang Liu, Dingwen Zhang, Ji Liu, Junwei Han

  6494-6501

  2020-04-03

• Multiscale Low-Frequency Memory Network for Improved Feature Extraction in Convolutional Neural Networks

  Fuzhi Wu, Jiasong Wu, Youyong Kong, Chunfeng Yang, Guanyu Yang, Huazhong Shu, Guy Carrault, Lotfi Senhadji

  5967-5975

  2024-03-24

• Improving Uncertainty Quantification of Deep Classifiers via Neighborhood Conformal Prediction: Novel Algorithm and Theoretical Analysis

  Subhankar Ghosh, Taha Belkhouja, Yan Yan, Janardhan Rao Doppa

  7722-7730

  2023-06-26

• Image Formation Model Guided Deep Image Super-Resolution

  Jinshan Pan, Yang Liu, Deqing Sun, Jimmy Ren, Ming-Ming Cheng, Jian Yang, Jinhui Tang

  11807-11814

  2020-04-03

• Identifying Private Content for Online Image Sharing

  Ashwini Tonge

  2018-04-29

• Deeper Insights Into Graph Convolutional Networks for Semi-Supervised Learning

  Qimai Li, Zhichao Han, Xiao-ming Wu

  2018-04-29

• Deep Feature Space Trojan Attack of Neural Networks by Controlled Detoxification

  Siyuan Cheng, Yingqi Liu, Shiqing Ma, Xiangyu Zhang

  1148-1156

  2021-05-18

• Improving Neural Network Generalization on Data-Limited Regression with Doubly-Robust Boosting

  Hao Wang

  20821-20829

  2024-03-24

• Introduction to Machine Learning with Robots and Playful Learning

  Viktoriya Olari, Kostadin Cvejoski, Øyvind Eide

  15630-15639

  2021-05-18

• Going Deep: Graph Convolutional Ladder-Shape Networks

  Ruiqi Hu, Shirui Pan, Guodong Long, Qinghua Lu, Liming Zhu, Jing Jiang

  2838-2845

  2020-04-03

• Explore What LLM Does Not Know in Complex Question Answering

  Xin Lin, Zhenya Huang, Zhiqiang Zhang, Jun Zhou, Enhong Chen

  24585-24594

  2025-04-11

• Alternative Baselines for Low-Shot 3D Medical Image Segmentation---An Atlas Perspective

  Shuxin Wang, Shilei Cao, Dong Wei, Cong Xie, Kai Ma, Liansheng Wang, Deyu Meng, Yefeng Zheng

  634-642

  2021-05-18