{"total":32,"rows":[{"id":"2306.01129","title":"White-Box Transformers via Sparse Rate Reduction","created":"2023-06-01","cited_by_count":80,"area":null},{"id":"2201.10000","title":"Neural Manifold Clustering and Embedding","created":"2022-01-24","cited_by_count":44,"area":null},{"id":"2411.03688","title":"Where Do We Stand with Implicit Neural Representations? A Technical and Performance Survey","created":"2024-11-06","cited_by_count":42,"area":null},{"id":"2111.05498","title":"Attention Approximates Sparse Distributed Memory","created":"2021-11-10","cited_by_count":29,"area":null},{"id":"2308.16271","title":"Emergence of Segmentation with Minimalistic White-Box Transformers","created":"2023-08-30","cited_by_count":24,"area":null},{"id":"2304.03977","title":"EMP-SSL: Towards Self-Supervised Learning in One Training Epoch","created":"2023-04-08","cited_by_count":19,"area":null},{"id":"2112.13896","title":"Two Sparsities Are Better Than One: Unlocking the Performance Benefits of Sparse-Sparse Networks","created":"2021-12-27","cited_by_count":15,"area":null},{"id":"2306.04107","title":"BeMap: Balanced Message Passing for Fair Graph Neural Network","created":"2023-06-07","cited_by_count":11,"area":null},{"id":"2206.08954","title":"Bag of Image Patch Embedding Behind the Success of Self-Supervised Learning","created":"2022-06-17","cited_by_count":10,"area":null},{"id":"2310.11431","title":"Identifying Interpretable Visual Features in Artificial and Biological Neural Systems","created":"2023-10-17","cited_by_count":9,"area":null},{"id":"2403.14973","title":"Pose-Aware Self-Supervised Learning with Viewpoint Trajectory Regularization","created":"2024-03-22","cited_by_count":7,"area":null},{"id":"2209.15261","title":"Minimalistic Unsupervised Learning with the Sparse Manifold Transform","created":"2022-09-30","cited_by_count":6,"area":null},{"id":"2210.09566","title":"Simple Emergent Action Representations from Multi-Task Policy Training","created":"2022-10-18","cited_by_count":6,"area":null},{"id":"2303.03432","title":"A polar prediction model for learning to represent visual transformations","created":"2023-03-06","cited_by_count":6,"area":null},{"id":"2207.07338","title":"Context-sensitive neocortical neurons transform the effectiveness and efficiency of neural information processing","created":"2022-07-15","cited_by_count":5,"area":null},{"id":"2211.01950","title":"Unlocking the potential of two-point cells for energy-efficient and resilient training of deep nets","created":"2022-10-24","cited_by_count":5,"area":null},{"id":"2408.03388","title":"A Non-negative VAE:the Generalized Gamma Belief Network","created":"2024-08-06","cited_by_count":4,"area":null},{"id":"2112.09214","title":"Sparse Coding with Multi-Layer Decoders using Variance Regularization","created":"2021-12-16","cited_by_count":3,"area":null},{"id":"2101.09453","title":"Improved Training of Sparse Coding Variational Autoencoder via Weight Normalization","created":"2021-01-23","cited_by_count":2,"area":null},{"id":"2402.04646","title":"Block Sparse Bayesian Learning: A Diversified Scheme","created":"2024-02-07","cited_by_count":2,"area":null},{"id":"2111.04026","title":"SL-CycleGAN: Blind Motion Deblurring in Cycles using Sparse Learning","created":"2021-11-07","cited_by_count":1,"area":null},{"id":"2306.13544","title":"Manifold Contrastive Learning with Variational Lie Group Operators","created":"2023-06-23","cited_by_count":1,"area":null},{"id":"2310.04496","title":"URLOST: Unsupervised Representation Learning without Stationarity or Topology","created":"2023-10-06","cited_by_count":1,"area":null},{"id":"2511.08888","title":"Weaver: Kronecker Product Approximations of Spatiotemporal Attention for Traffic Network Forecasting","created":"2025-11-12","cited_by_count":1,"area":null},{"id":"2204.07466","title":"Sensitivity of sparse codes to image distortions","created":"2022-04-15","cited_by_count":0,"area":null},{"id":"2210.07857","title":"Commutativity and Disentanglement from the Manifold Perspective","created":"2022-10-14","cited_by_count":0,"area":null},{"id":"2308.14207","title":"Predictive Sparse Manifold Transform","created":"2023-08-27","cited_by_count":0,"area":null},{"id":"2504.02083","title":"Measuring the Data","created":"2025-04-02","cited_by_count":0,"area":null},{"id":"2506.24041","title":"Unsupervised Sparse Coding-based Spiking Neural Network for Real-time Spike Sorting","created":"2025-06-30","cited_by_count":0,"area":null},{"id":"2510.22196","title":"Scaling Non-Parametric Sampling with Representation","created":"2025-10-25","cited_by_count":0,"area":null},{"id":"2606.20705","title":"MotionPyramid: Hierarchical Motion Representation and Residual Interfaces","created":"2026-06-15","cited_by_count":0,"area":null},{"id":"2608.21607","title":"Subzero matrix completion for sparse data analysis: large-scale learning of latent low-rank structure","created":"2026-08-21","cited_by_count":0,"area":null}],"next_cursor":null}