Neural Networks

BD-Net: Has Depth-Wise Convolution Ever Been Applied in Binary Neural Networks? AAAI 2026 Beyond Content: A Comprehensive Speech Toxicity Dataset and Detection Framework Incorporating Paralinguistic Cues AAAI 2026 Beyond Missing Data Imputation: Information-Theoretic Coupling of Missingness and Class Imbalance for Optimal Irregular Time Series Classification AAAI 2026 Beyond Patches: Mining Interpretable Part-Prototypes for Explainable AI AAAI 2026 Beyond Realism: Learning the Art of Expressive Composition with StickerNet WACV 2026 Beyond Transcripts: A Renewed Perspective on Audio Chaptering ACL 2026 Beyond Unconstrained Features: Neural Collapse for Shallow Neural Networks with General Data JMLR 2026 BiNAR: A Bi-Modal Framework for Non-Aligned RGB-IR 3D Reconstruction via Gaussian Splatting WACV 2026 Bi-Spectrum Distillation: Addressing Spectral Mismatch in ANN-SNN Knowledge Transfer AAAI 2026 Boosting Adversarial Transferability via Ensemble Non-Attention AAAI 2026 Boosting the Robustness-Accuracy Trade-off of SNNs by Robust Temporal Self-Ensemble AAAI 2026 BraSTORM: A Dual-Branch Self-Supervised Framework for EEG Representation Learning via Input-Level Spatio-Temporal Decomposition AAAI 2026 Breaking Measurement Barriers: From Compressed Sensing to Deep Reconstruction AAAI 2026 Bridging Optimization and Neural Networks for Efficient Multi-view Clustering AAAI 2026 BrightRate: Quality Assessment for User-Generated HDR Videos WACV 2026 BSAN: Behavioral State Attention Network for Modeling Mosquito Host-Seeking Behavior AAAI 2026 BSCodec: A Band-Split Neural Codec for High-Quality Universal Audio Reconstruction EACL 2026 Building Instance Segmentation for Dense Urban Settlements AAAI 2026 Catastrophic Forgetting in Kolmogorov-Arnold Networks AAAI 2026 CiNuSeg: Class Incremental Nuclei Segmentation via Anchor-driven Consistency Learning with Dual Region Regularization AAAI 2026 ClearAIR: A Human-Visual-Perception-Inspired All-in-One Image Restoration AAAI 2026 CLUENet: Cluster Attention Makes Neural Networks Have Eyes AAAI 2026 CompEvent: Complex-valued Event-RGB Fusion for Low-light Video Enhancement and Deblurring AAAI 2026 Compressed-Domain-Aware Online Video Super-Resolution CVPR 2026 Compression Artifacts Removal for VVC with Frequency Domain Mixture of Experts Network AAAI 2026