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• Generalization Analysis for Deep Contrastive Representation Learning

  Nong Minh Hieu, Antoine Ledent, Yunwen Lei, Cheng Yeaw Ku

  17186-17194

  2025-04-11

• Finding Cut from the Same Cloth: Cross Network Link Recommendation via Joint Matrix Factorization

  Arun Reddy Nelakurthi, Jingrui He

  2017-02-12

• SSTODE: Ocean-Atmosphere Physics-Informed Neural ODEs for Sea Surface Temperature Prediction

  Zheng Jiang, Wei Wang, Gaowei Zhang, Yi Wang

  38661-38669

  2026-03-14

• Transformer-Based No-Reference Image Quality Assessment via Supervised Contrastive Learning

  Jinsong Shi, Pan Gao, Jie Qin

  4829-4837

  2024-03-24

• NeRFail: Neural Radiance Fields-Based Multiview Adversarial Attack

  Wenxiang Jiang, Hanwei Zhang, Xi Wang, Zhongwen Guo, Hao Wang

  21197-21205

  2024-03-24

• Collective Deep Quantization for Efficient Cross-Modal Retrieval

  Yue Cao, Mingsheng Long, Jianmin Wang, Shichen Liu

  2017-02-12

• Policy Reuse in Deep Reinforcement Learning

  Ruben Glatt, Anna Costa

  2017-02-12

• Complex Emotional Intelligence Learning Using Deep Neural Networks (Student Abstract)

  Belainine Billal, Fatiha Sadat, Hakim Lounis

  13755-13756

  2020-04-03

• i-Algebra: Towards Interactive Interpretability of Deep Neural Networks

  Xinyang Zhang, Ren Pang, Shouling Ji, Fenglong Ma, Ting Wang

  11691-11698

  2021-05-18

• HyDRA: Hypergradient Data Relevance Analysis for Interpreting Deep Neural Networks

  Yuanyuan Chen, Boyang Li, Han Yu, Pengcheng Wu, Chunyan Miao

  7081-7089

  2021-05-18

• Relative Attributing Propagation: Interpreting the Comparative Contributions of Individual Units in Deep Neural Networks

  Woo-Jeoung Nam, Shir Gur, Jaesik Choi, Lior Wolf, Seong-Whan Lee

  2501-2508

  2020-04-03

• Sensitivity Analysis of Deep Neural Networks

  Hai Shu, Hongtu Zhu

  4943-4950

  2019-07-17

• MFABA: A More Faithful and Accelerated Boundary-Based Attribution Method for Deep Neural Networks

  Zhiyu Zhu, Huaming Chen, Jiayu Zhang, Xinyi Wang, Zhibo Jin, Minhui Xue, Dongxiao Zhu, Kim-Kwang Raymond Choo

  17228-17236

  2024-03-24

• Deep Neural Networks Learn Meta-Structures from Noisy Labels in Semantic Segmentation

  Yaoru Luo, Guole Liu, Yuanhao Guo, Ge Yang

  1908-1916

  2022-06-28

• The Analysis of Deep Neural Networks by Information Theory: From Explainability to Generalization

  Shujian Yu

  15462-15462

  2024-07-15

• FlexiBO: A Decoupled Cost-Aware Multi-objective Optimization Approach for Deep Neural Networks (Abstract Reprint)

  Md Shahriar Iqbal, Jianhai Su, Lars Kotthoff, Pooyan Jamshidi

  22700-22700

  2024-03-24

• Reducing Flipping Errors in Deep Neural Networks

  Xiang Deng, Yun Xiao, Bo Long, Zhongfei Zhang

  6506-6514

  2022-06-28

• On the Learning Property of Logistic and Softmax Losses for Deep Neural Networks

  Xiangrui Li, Xin Li, Deng Pan, Dongxiao Zhu

  4739-4746

  2020-04-03

• Enumerating Safe Regions in Deep Neural Networks with Provable Probabilistic Guarantees

  Luca Marzari, Davide Corsi, Enrico Marchesini, Alessandro Farinelli, Ferdinando Cicalese

  21387-21394

  2024-03-24

• Crossfire: An Elastic Defense Framework for Graph Neural Networks Under Bit Flip Attacks

  Lorenz Kummer, Samir Moustafa, Wilfried Gansterer, Nils Morten Kriege

  17990-17998

  2025-04-11

• Action Branching Architectures for Deep Reinforcement Learning

  Arash Tavakoli, Fabio Pardo, Petar Kormushev

  2018-04-29

• Towards a Transformer-Based Reverse Dictionary Model for Quality Estimation of Definitions (Student Abstract)

  Julien Guité-Vinet, Alexandre Blondin Massé, Fatiha Sadat

  23508-23509

  2024-03-24

• Structured Inference Networks for Nonlinear State Space Models

  Rahul Krishnan, Uri Shalit, David Sontag

  2017-02-13

• Weighted Channel Dropout for Regularization of Deep Convolutional Neural Network

  Saihui Hou, Zilei Wang

  8425-8432

  2019-07-17

• Explicitly Imposing Constraints in Deep Networks via Conditional Gradients Gives Improved Generalization and Faster Convergence

  Sathya N. Ravi, Tuan Dinh, Vishnu Suresh Lokhande, Vikas Singh

  4772-4779

  2019-07-17