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• Provably Good Solutions to the Knapsack Problem via Neural Networks of Bounded Size

  Christoph Hertrich, Martin Skutella

  7685-7693

  2021-05-18

• Win-Win: A Privacy-Preserving Federated Framework for Dual-Target Cross-Domain Recommendation

  Gaode Chen, Xinghua Zhang, Yijun Su, Yantong Lai, Ji Xiang, Junbo Zhang, Yu Zheng

  4149-4156

  2023-06-26

• Training Spiking Neural Networks with Accumulated Spiking Flow

  Hao Wu, Yueyi Zhang, Wenming Weng, Yongting Zhang, Zhiwei Xiong, Zheng-Jun Zha, Xiaoyan Sun, Feng Wu

  10320-10328

  2021-05-18

• Deep Incomplete Multi-View Clustering via Mining Cluster Complementarity

  Jie Xu, Chao Li, Yazhou Ren, Liang Peng, Yujie Mo, Xiaoshuang Shi, Xiaofeng Zhu

  8761-8769

  2022-06-28

• Over-MAP: Structural Attention Mechanism and Automated Semantic Segmentation Ensembled for Uncertainty Prediction

  Charles A. Kantor, Léonard Boussioux, Brice Rauby, Hugues Talbot

  15316-15322

  2021-05-18

• Measuring Catastrophic Forgetting in Neural Networks

  Ronald Kemker, Marc McClure, Angelina Abitino, Tyler Hayes, Christopher Kanan

  2018-04-29

• Dual Deep Neural Networks Cross-Modal Hashing

  Zhen-Duo Chen, Wan-Jin Yu, Chuan-Xiang Li, Liqiang Nie, Xin-Shun Xu

  2018-04-25

• Orthogonal Weight Normalization: Solution to Optimization Over Multiple Dependent Stiefel Manifolds in Deep Neural Networks

  Lei Huang, Xianglong Liu, Bo Lang, Adams Yu, Yongliang Wang, Bo Li

  2018-04-29

• Human Motion Synthesis in 3D Scenes via Unified Scene Semantic Occupancy

  Jingyu Gong, Kunkun Tong, Zhuoran Chen, Chuanhan Yuan, Mingang Chen, Zhizhong Zhang, Xin Tan, Yuan Xie

  4248-4256

  2026-03-14

• OCEAN-MBRL: Offline Conservative Exploration for Model-Based Offline Reinforcement Learning

  Fan Wu, Rui Zhang, Qi Yi, Yunkai Gao, Jiaming Guo, Shaohui Peng, Siming Lan, Husheng Han, Yansong Pan, Kaizhao Yuan, Pengwei Jin, Ruizhi Chen, Yunji Chen, Ling Li

  15897-15905

  2024-03-24

• Enhancing the Adversarial Robustness via Manifold Projection

  Zhiting Li, Shibai Yin, Tai-Xiang Jiang, Yexun Hu, Jia-Mian Wu, Guowei Yang, Guisong Liu

  451-459

  2025-04-11

• Stop Mixing Things Up! BISCUIT Teaches Vision-Language Models to Learn New Concepts from Images on the Spot

  Jiahua Bao, Siyao Cheng, Jiaxing Du, Yuhang Jia, Boyang Niu, Zeming Lang, Changjiang He, Hao Zhang, Jie Liu

  2408-2416

  2026-03-14

• Improving Autonomous Separation Assurance through Distributed Reinforcement Learning with Attention Networks

  Marc W. Brittain, Luis E. Alvarez, Kara Breeden

  22857-22863

  2024-03-24

• DynamicEarth: How Far Are We from Open-Vocabulary Change Detection?

  Kaiyu Li, Xiangyong Cao, Yupeng Deng, Chao Pang, Zepeng Xin, Hui Qiao, Tieliang Gong, Deyu Meng, Zhi Wang

  6279-6287

  2026-03-14

• Scalable Trajectory-User Linking with Dual-Stream Representation Networks

  Hao Zhang, Wei Chen, Xingyu Zhao, Jianpeng Qi, Guiyuan Jiang, Yanwei Yu

  13224-13232

  2025-04-11

• Deep Neural Networks Constrained by Decision Rules

  Yuzuru Okajima, Kunihiko Sadamasa

  2496-2505

  2019-07-17

• Measuring Vegetation Density in Marsh Grass Photographs Using Deep Neural Networks (Student Abstract)

  Lucas Welch, Xudong Liu

  15921-15922

  2021-05-18

• Invariant Representations with Stochastically Quantized Neural Networks

  Mattia Cerrato, Marius Köppel, Roberto Esposito, Stefan Kramer

  6962-6970

  2023-06-26

• FlightBERT++: A Non-autoregressive Multi-Horizon Flight Trajectory Prediction Framework

  Dongyue Guo, Zheng Zhang, Zhen Yan, Jianwei Zhang, Yi Lin

  127-134

  2024-03-25

• A Deterministic Neural Network Approach to Playing Gin Rummy

  Viet Dung Nguyen, Dung Doan, Todd W. Neller

  15622-15629

  2021-05-18

• Preconditioned Stochastic Gradient Langevin Dynamics for Deep Neural Networks

  Chunyuan Li, Changyou Chen, David Carlson, Lawrence Carin

  2016-02-21

• Transformer as Linear Expansion of Learngene

  Shiyu Xia, Miaosen Zhang, Xu Yang, Ruiming Chen, Haokun Chen, Xin Geng

  16014-16022

  2024-03-24

• Sequence-to-Point Learning With Neural Networks for Non-Intrusive Load Monitoring

  Chaoyun Zhang, Mingjun Zhong, Zongzuo Wang, Nigel Goddard, Charles Sutton

  2018-04-26

• C-NTPP: Learning Cluster-Aware Neural Temporal Point Process

  Fangyu Ding, Junchi Yan, Haiyang Wang

  7369-7377

  2023-06-26

• Regularization for Unsupervised Deep Neural Nets

  Baiyang Wang, Diego Klabjan

  2017-02-13