Neural Networks

CFPT: Empowering Time Series Forecasting through Cross-Frequency Interaction and Periodic-Aware Timestamp Modeling ICML 2025 Channel Consistency Prior and Self-Reconstruction Strategy Based Unsupervised Image Deraining CVPR 2025 Characterizing Mamba’s Selective Memory using Auto-Encoders IJCNLP 2025 CIKAN: Constraint Informed Kolmogorov-Arnold Networks for Autonomous Spacecraft Rendezvous using Time Shift Governor L4DC 2025 CircuitFusion: Multimodal Circuit Representation Learning for Agile Chip Design ICLR 2025 Circumventing Backdoor Space via Weight Symmetry ICML 2025 ClearSight: Human Vision-Inspired Solutions for Event-Based Motion Deblurring ICCV 2025 CLIPErase: Efficient Unlearning of Visual-Textual Associations in CLIP ACL 2025 CLIP-UP: A Simple and Efficient Mixture-of-Experts CLIP Training Recipe with Sparse Upcycling EMNLP 2025 CO2-Net: A Physics-Informed Spatio-Temporal Model for Global Surface CO2 Reconstruction ICCV 2025 Code_Conquerors@DravidianLangTech 2025: Deep Learning Approach for Sentiment Analysis in Tamil and Tulu NAACL 2025 CodeSSM: Towards State Space Models for Code Understanding EMNLP 2025 CogReact: A Reinforced Framework to Model Human Cognitive Reaction Modulated by Dynamic Intervention ICML 2025 Color Matching Using Hypernetwork-Based Kolmogorov-Arnold Networks ICCV 2025 Combinative Matching for Geometric Shape Assembly ICCV 2025 Compelling ReLU Networks to Exhibit Exponentially Many Linear Regions at Initialization and During Training ICML 2025 Competitive Distillation: A Simple Learning Strategy for Improving Visual Classification ICCV 2025 Completion as Enhancement: A Degradation-Aware Selective Image Guided Network for Depth Completion CVPR 2025 Complexity of Injectivity and Verification of ReLU Neural Networks (Extended Abstract) COLT 2025 Complex Numerical Reasoning with Numerical Semantic Pre-training Framework EMNLP 2025 Concentration Distribution Learning from Label Distributions ICML 2025 Connectome Mapping: Shape-Memory Network via Interpretation of Contextual Semantic Information ICLR 2025 Constraint-Aware Feature Learning for Parametric Point Cloud ICCV 2025 Context-Informed Neural ODEs Unexpectedly Identify Broken Symmetries: Insights from the Poincaré–Hopf Theorem ICML 2025 Continuous Fingerspelling Dataset for Indian Sign Language AACL 2025