Neural Networks

Digital Plankton NeurIPS 2025 DIIN: Diffusion Iterative Implicit Networks for Arbitrary-scale Super-resolution IJCAI 2025 Dimension-Independent Rates for Structured Neural Density Estimation ICML 2025 Direct Estimation of Attenuation Information from Sinograms for Positron Emission Tomography Reconstruction IJCAI 2025 DisCoCLIP: A Distributional Compositional Tensor Network Encoder for Vision-Language Understanding EMNLP 2025 DISCO: learning to DISCover an evolution Operator for multi-physics-agnostic prediction ICML 2025 Discovering Group Structures via Unitary Representation Learning ICLR 2025 DiscQuant: A Quantization Method for Neural Networks Inspired by Discrepancy Theory COLT 2025 Discrete Distribution Networks ICLR 2025 Discrete Neural Algorithmic Reasoning ICML 2025 Discretization-invariance? On the Discretization Mismatch Errors in Neural Operators ICLR 2025 Discriminating image representations with principal distortions ICLR 2025 Disentangled and Personalized Representation Learning for Next Point-of-Interest Recommendation IJCAI 2025 DISTA-Net: Dynamic Closely-Spaced Infrared Small Target Unmixing ICCV 2025 Distilling Dataset into Neural Field ICLR 2025 Distributed Cascaded Manifold Hashing Network for Compact Image Set Representation IJCAI 2025 DMesh++: An Efficient Differentiable Mesh for Complex Shapes ICCV 2025 DnLUT: Ultra-Efficient Color Image Denoising via Channel-Aware Lookup Tables CVPR 2025 DocMamba: Efficient Document Pre-training with State Space Model AAAI 2025 Do Construction Distributions Shape Formal Language Learning In German BabyLMs? CoNLL 2025 Do Deep Neural Network Solutions Form a Star Domain? ICLR 2025 DOF-GS: Adjustable Depth-of-Field 3D Gaussian Splatting for Post-Capture Refocusing, Defocus Rendering and Blur Removal CVPR 2025 DONIS: Importance Sampling for Training Physics-Informed DeepONet IJCAI 2025 Don't flatten, tokenize! Unlocking the key to SoftMoE's efficacy in deep RL ICLR 2025 Don’t Think It Twice: Exploit Shift Invariance for Efficient Online Streaming Inference of CNNs AAAI 2025