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Neural Networks

11300 directly classified papers

Papers per year

Papers

Dense Projection for Anomaly Detection AAAI 2024
Understanding Visual Feature Reliance through the Lens of Complexity NIPS 2024
Unveiling Implicit Deceptive Patterns in Multi-Modal Fake News via Neuro-Symbolic Reasoning AAAI 2024
Learning Accurate and Bidirectional Transformation via Dynamic Embedding Transportation for Cross-Domain Recommendation AAAI 2024
CoFie: Learning Compact Neural Surface Representations with Coordinate Fields NIPS 2024
Towards Diverse Perspective Learning with Selection over Multiple Temporal Poolings AAAI 2024
Dynamic Neural Regeneration: Enhancing Deep Learning Generalization on Small Datasets NIPS 2024
Scaled Conjugate Gradient Method for Nonconvex Optimization in Deep Neural Networks JMLR 2024
DCDepth: Progressive Monocular Depth Estimation in Discrete Cosine Domain NIPS 2024
Neural Networks with Sparse Activation Induced by Large Bias: Tighter Analysis with Bias-Generalized NTK JMLR 2024
The Loss Landscape of Deep Linear Neural Networks: a Second-order Analysis JMLR 2024
HEALNet: Multimodal Fusion for Heterogeneous Biomedical Data NIPS 2024
Distribution Learning via Neural Differential Equations: A Nonparametric Statistical Perspective JMLR 2024
Law of Large Numbers and Central Limit Theorem for Wide Two-layer Neural Networks: The Mini-Batch and Noisy Case JMLR 2024
Muharaf: Manuscripts of Handwritten Arabic Dataset for Cursive Text Recognition NIPS 2024
Generalization and Stability of Interpolating Neural Networks with Minimal Width JMLR 2024
Classification with Deep Neural Networks and Logistic Loss JMLR 2024
Mixture of neural fields for heterogeneous reconstruction in cryo-EM NIPS 2024
Overparametrized Multi-layer Neural Networks: Uniform Concentration of Neural Tangent Kernel and Convergence of Stochastic Gradient Descent JMLR 2024
Operator learning without the adjoint JMLR 2024
Survival Kernets: Scalable and Interpretable Deep Kernel Survival Analysis with an Accuracy Guarantee JMLR 2024
START: A Generalized State Space Model with Saliency-Driven Token-Aware Transformation NIPS 2024
A Rainbow in Deep Network Black Boxes JMLR 2024
Alias-Free Mamba Neural Operator NIPS 2024
KerasCV and KerasNLP: Multi-framework Models JMLR 2024