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Neural Networks

11300 directly classified papers

Papers per year

Papers

SeCo-INR: Semantically Conditioned Implicit Neural Representations for Improved Medical Image Super-Resolution WACV 2025
Bridging the Faithfulness Gap in Prototypical Models NAACL 2025
Sigma: Siamese Mamba Network for Multi-Modal Semantic Segmentation WACV 2025
Improving Shift Invariance in Convolutional Neural Networks with Translation Invariant Polyphase Sampling WACV 2025
WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection ICCV 2025
Design Principles of Multi-Scale J-Invariant Networks for Self-Supervised Image Denoising WACV 2025
Lifting by Gaussians: A Simple Fast and Flexible Method for 3D Instance Segmentation WACV 2025
Point-GN: A Non-Parametric Network using Gaussian Positional Encoding for Point Cloud Classification WACV 2025
Neuron Similarity-Based Neural Network Verification via Abstraction and Refinement IJCAI 2025
Dropout Connects Transformers and CNNs: Transfer General Knowledge for Knowledge Distillation WACV 2025
Nonconvex Stochastic Bregman Proximal Gradient Method with Application to Deep Learning JMLR 2025
Towards Optimal Branching of Linear and Semidefinite Relaxations for Neural Network Robustness Certification JMLR 2025
Priority Guided Explanation for Knowledge Tracing with Dual Ranking and Similarity Consistency IJCAI 2025
Can We Achieve Efficient Diffusion Without Self-Attention? Distilling Self-Attention into Convolutions ICCV 2025
Efficient Counterexample-Guided Fairness Verification and Repair of Neural Networks Using Satisfiability Modulo Convex Programming IJCAI 2025
Almost Sure Convergence of Dropout Algorithms for Neural Networks JMLR 2025
Formal Synthesis of Safe Kolmogorov-Arnold Network Controllers with Barrier Certificates IJCAI 2025
byteSizedLLM@DravidianLangTech 2025: Detecting AI-Generated Product Reviews in Dravidian Languages Using XLM-RoBERTa and Attention-BiLSTM NAACL 2025
Reverse Convolution and Its Applications to Image Restoration ICCV 2025
Impartial Multi-task Representation Learning via Variance-invariant Probabilistic Decoding ACL 2025
HAMoBE: Hierarchical and Adaptive Mixture of Biometric Experts for Video-based Person ReID ICCV 2025
HoliTracer: Holistic Vectorization of Geographic Objects from Large-Size Remote Sensing Imagery ICCV 2025
Deep Learning-Based Pedestrian Simulation with Limited Real-World Training Data: An Evaluation Framework IJCAI 2025
Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey ACL 2025
DMesh++: An Efficient Differentiable Mesh for Complex Shapes ICCV 2025