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• Deep Learning for Algorithm Portfolios

  Andrea Loreggia, Yuri Malitsky, Horst Samulowitz, Vijay Saraswat

  2016-02-21

• Towards Trustworthy Predictions from Deep Neural Networks with Fast Adversarial Calibration

  Christian Tomani, Florian Buettner

  9886-9896

  2021-05-18

• CSTAR: Towards Compact and Structured Deep Neural Networks with Adversarial Robustness

  Huy Phan, Miao Yin, Yang Sui, Bo Yuan, Saman Zonouz

  2065-2073

  2023-06-26

• Mixed Sum-Product Networks: A Deep Architecture for Hybrid Domains

  Alejandro Molina, Antonio Vergari, Nicola Di Mauro, Sriraam Natarajan, Floriana Esposito, Kristian Kersting

  2018-04-29

• Low-Light Face Super-resolution via Illumination, Structure, and Texture Associated Representation

  Chenyang Wang, Junjun Jiang, Kui Jiang, Xianming Liu

  5318-5326

  2024-03-24

• Coherent Dialogue with Attention-Based Language Models

  Hongyuan Mei, Mohit Bansal, Matthew Walter

  2017-02-12

• Multi-Scale Distillation from Multiple Graph Neural Networks

  Chunhai Zhang, Jie Liu, Kai Dang, Wenzheng Zhang

  4337-4344

  2022-06-28

• Robust Image Sentiment Analysis Using Progressively Trained and Domain Transferred Deep Networks

  Quanzeng You, Jiebo Luo, Hailin Jin, Jianchao Yang

  2015-02-09

• F³-Pruning: A Training-Free and Generalized Pruning Strategy towards Faster and Finer Text-to-Video Synthesis

  Sitong Su, Jianzhi Liu, Lianli Gao, Jingkuan Song

  4961-4969

  2024-03-24

• Deep Learning Quadcopter Control via Risk-Aware Active Learning

  Olov Andersson, Mariusz Wzorek, Patrick Doherty

  2017-02-12

• Neural Reasoning for Sure Through Constructing Explainable Models

  Tiansi Dong, Mateja Jamnik, Pietro Liò

  11598-11606

  2025-04-11

• Generalized Variational Inference via Optimal Transport

  Jinjin Chi, Zhichao Zhang, Zhiyao Yang, Jihong Ouyang, Hongbin Pei

  11534-11542

  2024-03-24

• GridFormer: Point-Grid Transformer for Surface Reconstruction

  Shengtao Li, Ge Gao, Yudong Liu, Yu-Shen Liu, Ming Gu

  3163-3171

  2024-03-24

• Smoothness Really Matters: A Simple Yet Effective Approach for Unsupervised Graph Domain Adaptation

  Wei Chen, Guo Ye, Yakun Wang, Zhao Zhang, Libang Zhang, Daixin Wang, Zhiqiang Zhang, Fuzhen Zhuang

  15875-15883

  2025-04-11

• Optimizing LoRA Allocation of MoE with the Alignment of Topic Correlation

  Hengyuan Xu, Wenjun Ke, Yao He, Jiajun Liu, Dong Nie, Peng Wang, Ziyu Shang, Zijie Xu

  27251-27259

  2026-03-14

• Anytime Best+Depth-First Search for Bounding Marginal MAP

  Radu Marinescu, Junkyu Lee, Alexander Ihler, Rina Dechter

  2017-02-12

• Neural Utility Functions

  Porter Jenkins, Ahmad Farag, J. Stockton Jenkins, Huaxiu Yao, Suhang Wang, Zhenhui Li

  7917-7925

  2021-05-18

• Efficient Event-Based Semantic Segmentation via Exploiting Frame-Event Fusion: A Hybrid Neural Network Approach

  Hebei Li, Yansong Peng, Jiahui Yuan, Peixi Wu, Jin Wang, Yueyi Zhang, Xiaoyan Sun

  18296-18304

  2025-04-11

• S-INF: Towards Realistic Indoor Scene Synthesis via Scene Implicit Neural Field

  Zixi Liang, Guowei Xu, Haifeng Wu, Ye Huang, Wen Li, Lixin Duan

  5173-5181

  2025-04-11

• Parametric Surface Constrained Upsampler Network for Point Cloud

  Pingping Cai, Zhenyao Wu, Xinyi Wu, Song Wang

  250-258

  2023-06-26

• Spiking NeRF: Representing the Real-World Geometry by a Discontinuous Representation

  Zhanfeng Liao, Yan Liu, Qian Zheng, Gang Pan

  13790-13798

  2024-03-24

• Unsupervised Deep Learning of Mid-Level Video Representation for Action Recognition

  Jingyi Hou, Xinxiao Wu, Jin Chen, Jiebo Luo, Yunde Jia

  2018-04-27

• RetouchFormer: Semi-supervised High-Quality Face Retouching Transformer with Prior-Based Selective Self-Attention

  Xue Wen, Lianxin Xie, Le Jiang, Tianyi Chen, Si Wu, Cheng Liu, Hau-San Wong

  5903-5911

  2024-03-24

• Operator-Learning-Inspired Modeling of Neural Ordinary Differential Equations

  Woojin Cho, Seunghyeon Cho, Hyundong Jin, Jinsung Jeon, Kookjin Lee, Sanghyun Hong, Dongeun Lee, Jonghyun Choi, Noseong Park

  11543-11551

  2024-03-24

• IOFM: Using the Interpolation Technique on the Over-Fitted Models to Identify Clean-Annotated Samples

  Dongha Kim, Yongchan Choi, Kunwoong Kim, Ilsang Ohn, Yongdai Kim

  13104-13112

  2024-03-24