{"total":56,"rows":[{"id":"2209.08167","title":"Quantum Vision Transformers","created":"2022-09-16","cited_by_count":48,"area":null},{"id":"2302.08469","title":"Hardware-aware training for large-scale and diverse deep learning inference workloads using in-memory computing-based accelerators","created":"2023-02-16","cited_by_count":43,"area":null},{"id":"2102.04877","title":"Noisy Recurrent Neural Networks","created":"2021-02-09","cited_by_count":42,"area":null},{"id":"2310.19726","title":"A Path to Simpler Models Starts With Noise","created":"2023-10-30","cited_by_count":33,"area":null},{"id":"2205.01551","title":"Cross-View Cross-Scene Multi-View Crowd Counting","created":"2022-05-03","cited_by_count":28,"area":null},{"id":"2307.04138","title":"On The Impact of Machine Learning Randomness on Group Fairness","created":"2023-07-09","cited_by_count":26,"area":null},{"id":"2305.16044","title":"Exploiting Noise as a Resource for Computation and Learning in Spiking Neural Networks","created":"2023-05-25","cited_by_count":18,"area":null},{"id":"2301.03344","title":"Universal Multimodal Representation for Language Understanding","created":"2023-01-09","cited_by_count":14,"area":null},{"id":"2210.04349","title":"Nonlinear Sufficient Dimension Reduction with a Stochastic Neural Network","created":"2022-10-09","cited_by_count":10,"area":null},{"id":"2201.05319","title":"A Kernel-Expanded Stochastic Neural Network","created":"2022-01-14","cited_by_count":9,"area":null},{"id":"2209.04161","title":"ApproxTrain: Fast Simulation of Approximate Multipliers for DNN Training and Inference","created":"2022-09-09","cited_by_count":9,"area":null},{"id":"2111.06503","title":"AnalogNets: ML-HW Co-Design of Noise-robust TinyML Models and Always-On Analog Compute-in-Memory Accelerator","created":"2021-11-10","cited_by_count":7,"area":null},{"id":"2301.08719","title":"The stochastic digital human is now enrolling for in silico imaging trials -- Methods and tools for generating digital cohorts","created":"2023-01-20","cited_by_count":6,"area":null},{"id":"2309.04522","title":"Connecting NTK and NNGP: A Unified Theoretical Framework for Wide Neural Network Learning Dynamics","created":"2023-09-08","cited_by_count":6,"area":null},{"id":"2311.17885","title":"Are Ensembles Getting Better all the Time?","created":"2023-11-29","cited_by_count":6,"area":null},{"id":"2402.05960","title":"Phase-driven Domain Generalizable Learning for Nonstationary Time Series","created":"2024-02-05","cited_by_count":5,"area":null},{"id":"2404.01141","title":"SoK: A Review of Differentially Private Linear Models For High-Dimensional Data","created":"2024-04-01","cited_by_count":5,"area":null},{"id":"2206.09380","title":"Supervision Adaptation Balancing In-distribution Generalization and Out-of-distribution Detection","created":"2022-06-19","cited_by_count":4,"area":null},{"id":"2302.13417","title":"Training neural networks with structured noise improves classification and generalization","created":"2023-02-26","cited_by_count":4,"area":null},{"id":"2306.17630","title":"Navigating Noise: A Study of How Noise Influences Generalisation and Calibration of Neural Networks","created":"2023-06-30","cited_by_count":4,"area":null},{"id":"2410.12953","title":"Syn2Real Domain Generalization for Underwater Mine-like Object Detection Using Side-Scan Sonar","created":"2024-10-16","cited_by_count":4,"area":"diffusion"},{"id":"2503.13236","title":"Gradient Extrapolation for Debiased Representation Learning","created":"2025-03-17","cited_by_count":4,"area":null},{"id":"2506.07077","title":"Dual-Priv Pruning : Efficient Differential Private Fine-Tuning in Multimodal Large Language Models","created":"2025-06-08","cited_by_count":4,"area":"mllm"},{"id":"2603.24654","title":"Spectral methods: crucial for machine learning, natural for quantum computers?","created":"2026-03-25","cited_by_count":4,"area":null},{"id":"2403.04661","title":"Dynamic Cross Attention for Audio-Visual Person Verification","created":"2024-03-07","cited_by_count":3,"area":null},{"id":"2403.19554","title":"Cross-Attention is Not Always Needed: Dynamic Cross-Attention for Audio-Visual Dimensional Emotion Recognition","created":"2024-03-28","cited_by_count":3,"area":null},{"id":"2410.08456","title":"A Unified Deep Semantic Expansion Framework for Domain-Generalized Person Re-identification","created":"2024-10-11","cited_by_count":3,"area":null},{"id":"2411.11101","title":"Different Horses for Different Courses: Comparing Bias Mitigation Algorithms in ML","created":"2024-11-17","cited_by_count":3,"area":null},{"id":"2110.12197","title":"Towards a Robust Differentiable Architecture Search under Label Noise","created":"2021-10-23","cited_by_count":2,"area":null},{"id":"2205.07372","title":"Effect of Batch Normalization on Noise Resistant Property of Deep Learning Models","created":"2022-05-15","cited_by_count":2,"area":null},{"id":"2210.10048","title":"AnalogVNN: A fully modular framework for modeling and optimizing photonic neural networks","created":"2022-10-14","cited_by_count":2,"area":null},{"id":"2404.19668","title":"SQUAT: Stateful Quantization-Aware Training in Recurrent Spiking Neural Networks","created":"2024-04-15","cited_by_count":2,"area":null},{"id":"2405.01606","title":"Enhancing the Trainability of Variational Quantum Circuits with Regularization Strategies","created":"2024-05-02","cited_by_count":2,"area":null},{"id":"2407.05649","title":"Greener GRASS: Enhancing GNNs with Encoding, Rewiring, and Attention","created":"2024-07-08","cited_by_count":2,"area":null},{"id":"2506.19755","title":"Cross-regularization: Adaptive Model Complexity through Validation Gradients","created":"2025-06-24","cited_by_count":2,"area":null},{"id":"2510.09685","title":"Deep Neural Networks Inspired by Differential Equations","created":"2025-10-09","cited_by_count":2,"area":null},{"id":"2409.16001","title":"Artificial Human Intelligence: The role of Humans in the Development of Next Generation AI","created":"2024-09-24","cited_by_count":1,"area":null},{"id":"2105.08796","title":"Analyzing the effectiveness of image augmentations for face recognition from limited data","created":"2021-05-18","cited_by_count":0,"area":null},{"id":"2201.00726","title":"Application of Machine Learning Methods in Inferring Surface Water Groundwater Exchanges using High Temporal Resolution Temperature Measurements","created":"2022-01-03","cited_by_count":0,"area":null},{"id":"2209.05372","title":"Convergence of Batch Updating Methods with Approximate Gradients and/or Noisy Measurements: Theory and Computational Results","created":"2022-09-12","cited_by_count":0,"area":null},{"id":"2211.01848","title":"Circling Back to Recurrent Models of Language","created":"2022-11-03","cited_by_count":0,"area":null},{"id":"2211.05730","title":"NEON: Enabling Efficient Support for Nonlinear Operations in Resistive RAM-based Neural Network Accelerators","created":"2022-11-10","cited_by_count":0,"area":null},{"id":"2303.07651","title":"Context Normalization Layer with Applications","created":"2023-03-14","cited_by_count":0,"area":null},{"id":"2310.01517","title":"The Benefit of Noise-Injection for Dynamic Gray-Box Model Creation","created":"2023-10-02","cited_by_count":0,"area":null},{"id":"2409.07326","title":"ART: Artifact Removal Transformer for Reconstructing Noise-Free Multichannel Electroencephalographic Signals","created":"2024-09-11","cited_by_count":0,"area":null},{"id":"2503.15706","title":"Using machine learning to map simulated noisy and laser-limited multidimensional spectra to molecular electronic couplings","created":"2025-03-19","cited_by_count":0,"area":null},{"id":"2505.21595","title":"Relevance-driven Input Dropout: an Explanation-guided Regularization Technique","created":"2025-05-27","cited_by_count":0,"area":null},{"id":"2507.08835","title":"Representation learning with a transformer by contrastive learning for money laundering detection","created":"2025-07-07","cited_by_count":0,"area":null},{"id":"2508.12609","title":"A Self-Ensemble Inspired Approach for Effective Training of Binary-Weight Spiking Neural Networks","created":"2025-08-18","cited_by_count":0,"area":null},{"id":"2509.01903","title":"VISP: Volatility Informed Stochastic Projection for Adaptive Regularization","created":"2025-09-02","cited_by_count":0,"area":null},{"id":"2512.21000","title":"CoSeNet: A Novel Approach for Optimal Segmentation of Correlation Matrices","created":"2025-12-24","cited_by_count":0,"area":null},{"id":"2601.04539","title":"Paradoxical noise preference in RNNs","created":"2026-01-08","cited_by_count":0,"area":null},{"id":"2602.21957","title":"Learning to Collaborate via Structures: Cluster-Guided Item Alignment for Federated Recommendation","created":"2026-02-25","cited_by_count":0,"area":null},{"id":"2603.00192","title":"Diagnostics for Individual-Level Prediction Instability in Machine Learning for Healthcare","created":"2026-02-27","cited_by_count":0,"area":null},{"id":"2607.00434","title":"Information-Regularized Attention for Visual-Centric Reasoning","created":"2026-07-01","cited_by_count":0,"area":"lr"},{"id":"2608.27502","title":"Image Augmentation as Test Generation for Deep Learning-Based Image Retrieval Systems","created":"2026-08-27","cited_by_count":0,"area":null}],"next_cursor":null}