{"total":17,"rows":[{"id":"2506.04870","title":"Aligning Multimodal Representations through an Information Bottleneck","created":"2025-06-05","cited_by_count":13,"area":null},{"id":"2402.08010","title":"Which Frequencies do CNNs Need? Emergent Bottleneck Structure in Feature Learning","created":"2024-02-12","cited_by_count":9,"area":null},{"id":"2403.15707","title":"Role of Locality and Weight Sharing in Image-Based Tasks: A Sample Complexity Separation between CNNs, LCNs, and FCNs","created":"2024-03-23","cited_by_count":5,"area":null},{"id":"2503.19502","title":"Towards Long-Range ENSO Prediction with an Explainable Deep Learning Model","created":"2025-03-25","cited_by_count":4,"area":null},{"id":"2401.10373","title":"Harmonized Spatial and Spectral Learning for Robust and Generalized Medical Image Segmentation","created":"2024-01-18","cited_by_count":2,"area":null},{"id":"2402.09769","title":"Learning Using a Single Forward Pass","created":"2024-02-15","cited_by_count":1,"area":null},{"id":"2411.10198","title":"STLight: a Fully Convolutional Approach for Efficient Predictive Learning by Spatio-Temporal joint Processing","created":"2024-11-15","cited_by_count":1,"area":null},{"id":"2512.20350","title":"Field-Space Attention for Structure-Preserving Earth System Transformers","created":"2025-12-23","cited_by_count":1,"area":null},{"id":"2603.04807","title":"Does Sparse Connectivity Improve Generalization? Convolutional Networks Below the Edge of Stability","created":"2026-03-05","cited_by_count":1,"area":null},{"id":"2606.12303","title":"From 2D Grids to 1D Tokens: Reforming Shared Representations for Multimodal Image Fusion","created":"2026-06-10","cited_by_count":1,"area":null},{"id":"2408.00923","title":"Reclaiming Residual Knowledge: A Novel Paradigm to Low-Bit Quantization","created":"2024-08-01","cited_by_count":0,"area":null},{"id":"2411.06498","title":"Barriers to Complexity-Theoretic Proofs that \"AGI\" Using Machine Learning is Impossible","created":"2024-11-10","cited_by_count":0,"area":null},{"id":"2510.21388","title":"Compressing Quaternion Convolutional Neural Networks for Audio Classification","created":"2025-10-24","cited_by_count":0,"area":null},{"id":"2512.12898","title":"Towards High-Fidelity Gaussian Splatting with Queried-Convolution Neural Networks","created":"2025-12-15","cited_by_count":0,"area":null},{"id":"2605.23472","title":"Rethinking Transfer Learning for Industrial Inspection: DINOv3 vs. ImageNet Pretraining Across RGB and X-ray Tasks","created":"2026-05-22","cited_by_count":0,"area":null},{"id":"2605.24243","title":"GIBLy: Improving 3D Semantic Segmentation through an Architecture-Agnostic Lightweight Geometric Inductive Bias Layer","created":"2026-05-22","cited_by_count":0,"area":null},{"id":"2607.25200","title":"Algorithmic Separation between Constant-Depth and Logarithmic-Depth Neural Networks","created":"2026-07-28","cited_by_count":0,"area":null}],"next_cursor":null}