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Neural Networks

11300 directly classified papers

Papers per year

Papers

Priority Guided Explanation for Knowledge Tracing with Dual Ranking and Similarity Consistency IJCAI 2025
MuGS: Multi-Baseline Generalizable Gaussian Splatting Reconstruction ICCV 2025
VidSole: A Multimodal Dataset for Joint Kinetics Quantification and Disease Detection with Deep Learning AAAI 2025
Long-Context State-Space Video World Models ICCV 2025
Dual-S3D: Hierarchical Dual-Path Selective SSM-CNN for High-Fidelity Implicit Reconstruction ICCV 2025
Deep Rank-One Tensor Functional Factorization for Multi-Dimensional Data Recovery AAAI 2025
Almost Sure Convergence of Dropout Algorithms for Neural Networks JMLR 2025
SparX: A Sparse Cross-Layer Connection Mechanism for Hierarchical Vision Mamba and Transformer Networks AAAI 2025
Efficient Event-Based Semantic Segmentation via Exploiting Frame-Event Fusion: A Hybrid Neural Network Approach AAAI 2025
A statistical perspective on algorithm unrolling models for inverse problems JMLR 2025
Dynamic Clustering Convolutional Neural Network AAAI 2025
Scaling Diffusion Mamba with Bidirectional SSMs for Efficient 3D Shape Generation AAAI 2025
Extended LSTMs for Knowledge Tracing: Peeking Inside the Black Box (Student Abstract) AAAI 2025
Training Recurrent Neural Networks with Inherent Missing Data for Wearable Device Applications (Student Abstract) AAAI 2025
Exploring Topological Properties in Artificial Neural Networks AAAI 2025
Mixture of Ordered Scoring Experts for Cross-prompt Essay Trait Scoring ACL 2025
Minimax Optimal Deep Neural Network Classifiers Under Smooth Decision Boundary JMLR 2025
JPEG Processing Neural Operator for Backward-Compatible Coding ICCV 2025
Don’t Think It Twice: Exploit Shift Invariance for Efficient Online Streaming Inference of CNNs AAAI 2025
Efficient 3D Recognition with Event-driven Spike Sparse Convolution AAAI 2025
Scalable Hierarchical Deep Neural Network for Time Series Analysis in Wearable Sensor-based Human Activity Recognition AAAI 2025
Neuron Similarity-Based Neural Network Verification via Abstraction and Refinement IJCAI 2025
WaveMixSR-V2: Enhancing Super-resolution with Higher Efficiency (Student Abstract) AAAI 2025
VQLTI: Long-Term Tropical Cyclone Intensity Forecasting with Physical Constraints AAAI 2025
Impartial Multi-task Representation Learning via Variance-invariant Probabilistic Decoding ACL 2025