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• Uncertainty-Aware Self-Training for Low-Resource Neural Sequence Labeling

  Jianing Wang, Chengyu Wang, Jun Huang, Ming Gao, Aoying Zhou

  13682-13690

  2023-06-26

• TNPAR: Topological Neural Poisson Auto-Regressive Model for Learning Granger Causal Structure from Event Sequences

  Yuequn Liu, Ruichu Cai, Wei Chen, Jie Qiao, Yuguang Yan, Zijian Li, Keli Zhang, Zhifeng Hao

  20491-20499

  2024-03-24

• Bayesian Networks Specified Using Propositional and Relational Constructs: Combined, Data, and Domain Complexity

  Fabio Cozman, Denis Maua

  2015-03-04

• Causality-Inspired Invariant Representation Learning for Text-Based Person Retrieval

  Yu Liu, Guihe Qin, Haipeng Chen, Zhiyong Cheng, Xun Yang

  14052-14060

  2024-03-24

• Explaining Neural Matrix Factorization with Gradient Rollback

  Carolin Lawrence, Timo Sztyler, Mathias Niepert

  4987-4995

  2021-05-18

• A Trace-restricted Kronecker-Factored Approximation to Natural Gradient

  Kaixin Gao, Xiaolei Liu, Zhenghai Huang, Min Wang, Zidong Wang, Dachuan Xu, Fan Yu

  7519-7527

  2021-05-18

• Improving Gradient Flow with Unrolled Highway Expectation Maximization

  Chonghyuk Song, Eunseok Kim, Inwook Shim

  9704-9712

  2021-05-18

• AcoustoReinforce: Multi-Particle Acoustophoretic Path Planning with Deep Reinforcement Learning

  Pengyuan Wei, Giorgos Christopoulos, Zhouyang Shen, Jincheng Wang, Joshua Mukherjee, Ryuji Hirayama, Sriram Subramanian, Prateek Mittal

  29723-29730

  2026-03-14

• Weakly Supervised Neural Symbolic Learning for Cognitive Tasks

  Jidong Tian, Yitian Li, Wenqing Chen, Liqiang Xiao, Hao He, Yaohui Jin

  5888-5896

  2022-06-28

• Sparse Deep Stacking Network for Image Classification

  Jun Li, Heyou Chang, Jian Yang

  2015-03-04

• DeepPseudo: Pseudo Value Based Deep Learning Models for Competing Risk Analysis

  Md Mahmudur Rahman, Koji Matsuo, Shinya Matsuzaki, Sanjay Purushotham

  479-487

  2021-05-18

• Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network Models

  Iulian Serban, Alessandro Sordoni, Yoshua Bengio, Aaron Courville, Joelle Pineau

  2016-03-05

• What Happens Next? Event Prediction Using a Compositional Neural Network Model

  Mark Granroth-Wilding, Stephen Clark

  2016-03-05

• Towards Human-like Learning from Relational Structured Data

  Quanming Yao

  22684-22684

  2024-03-24

• CNN-Cert: An Efficient Framework for Certifying Robustness of Convolutional Neural Networks

  Akhilan Boopathy, Tsui-Wei Weng, Pin-Yu Chen, Sijia Liu, Luca Daniel

  3240-3247

  2019-07-17

• RSGNet: Relation based Skeleton Graph Network for Crowded Scenes Pose Estimation

  Yan Dai, Xuanhan Wang, Lianli Gao, Jingkuan Song, Heng Tao Shen

  1193-1200

  2021-05-18

• HNO: High-Order Numerical Architecture for ODE-Inspired Deep Unfolding Networks

  Lin Kong, Wei Sun, Fanhua Shang, Yuanyuan Liu, Hongying Liu

  7220-7228

  2022-06-28

• Dynamic Reward-Based Dueling Deep Dyna-Q: Robust Policy Learning in Noisy Environments

  Yangyang Zhao, Zhenyu Wang, Kai Yin, Rui Zhang, Zhenhua Huang, Pei Wang

  9676-9684

  2020-04-03

• Signed Laplacian Graph Neural Networks

  Yu Li, Meng Qu, Jian Tang, Yi Chang

  4444-4452

  2023-06-26

• Generalization Error Bounds of Gradient Descent for Learning Over-Parameterized Deep ReLU Networks

  Yuan Cao, Quanquan Gu

  3349-3356

  2020-04-03

• Mapping Users across Networks by Manifold Alignment on Hypergraph

  Shulong Tan, Ziyu Guan, Deng Cai, Xuzhen Qin, Jiajun Bu, Chun Chen

  2014-06-19

• UQ-Bench: A Benchmark for Evaluating Multimodal LLMs on Underwater Image Quality Assessment

  Jingchao Cao, Guo An, Feng Gao, Ke Gu, Yutao Liu

  2589-2597

  2026-03-14

• Modeling Temporal Tonal Relations in Polyphonic Music Through Deep Networks With a Novel Image-Based Representation

  Ching-Hua Chuan, Dorien Herremans

  2018-04-26

• More than Irrational: Modeling Belief-Biased Agents

  Yifan Zhu, Sammie Katt, Samuel Kaski

  29948-29956

  2026-03-14

• Attention-Based Multi-Modal Fusion Network for Semantic Scene Completion

  Siqi Li, Changqing Zou, Yipeng Li, Xibin Zhao, Yue Gao

  11402-11409

  2020-04-03