{"total":64,"rows":[{"id":"2409.03752","title":"Attention Heads of Large Language Models: A Survey","created":"2024-09-05","cited_by_count":67,"area":null},{"id":"2505.22654","title":"VScan: Rethinking Visual Token Reduction for Efficient Large Vision-Language Models","created":"2025-05-28","cited_by_count":41,"area":"lr"},{"id":"2209.09570","title":"Adaptable Butterfly Accelerator for Attention-based NNs via Hardware and Algorithm Co-design","created":"2022-09-20","cited_by_count":31,"area":null},{"id":"2309.11932","title":"A Machine Learning-oriented Survey on Tiny Machine Learning","created":"2023-09-21","cited_by_count":27,"area":null},{"id":"2408.17221","title":"Geometry of Lightning Self-Attention: Identifiability and Dimension","created":"2024-08-30","cited_by_count":16,"area":null},{"id":"2309.10283","title":"FRAMU: Attention-based Machine Unlearning using Federated Reinforcement Learning","created":"2023-09-19","cited_by_count":13,"area":"safety"},{"id":"2602.19870","title":"ApET: Approximation-Error Guided Token Compression for Efficient VLMs","created":"2026-02-23","cited_by_count":12,"area":"mllm"},{"id":"2509.24745","title":"ProxyAttn: Guided Sparse Attention via Representative Heads","created":"2025-09-29","cited_by_count":9,"area":null},{"id":"2507.18504","title":"Not All Features Deserve Attention: Graph-Guided Dependency Learning for Tabular Data Generation with Language Models","created":"2025-07-24","cited_by_count":8,"area":null},{"id":"2603.14882","title":"LLMind: Bio-inspired Training-free Adaptive Visual Representations for Vision-Language Models","created":"2026-03-16","cited_by_count":7,"area":"mllm"},{"id":"2307.03045","title":"Track Mix Generation on Music Streaming Services using Transformers","created":"2023-07-06","cited_by_count":6,"area":null},{"id":"2407.15355","title":"Attention Beats Linear for Fast Implicit Neural Representation Generation","created":"2024-07-22","cited_by_count":6,"area":null},{"id":"2302.00722","title":"A Survey of Deep Learning: From Activations to Transformers","created":"2023-02-01","cited_by_count":5,"area":null},{"id":"2406.02322","title":"A Survey of Transformer Enabled Time Series Synthesis","created":"2024-06-04","cited_by_count":5,"area":null},{"id":"2407.06162","title":"RNNs, CNNs and Transformers in Human Action Recognition: A Survey and a Hybrid Model","created":"2024-06-02","cited_by_count":5,"area":null},{"id":"2207.04293","title":"Attention and Self-Attention in Random Forests","created":"2022-07-09","cited_by_count":4,"area":null},{"id":"2308.13150","title":"Breast Cancer Classification with Enhanced Interpretability: DALAResNet50 and DT Grad-CAM","created":"2023-08-25","cited_by_count":4,"area":null},{"id":"2403.19882","title":"Enhancing Efficiency in Vision Transformer Networks: Design Techniques and Insights","created":"2024-03-28","cited_by_count":4,"area":null},{"id":"2502.12007","title":"Demographic Attributes Prediction from Speech Using WavLM Embeddings","created":"2025-02-17","cited_by_count":4,"area":null},{"id":"2508.03625","title":"AttZoom: Attention Zoom for Better Visual Features","created":"2025-08-05","cited_by_count":4,"area":null},{"id":"2509.23931","title":"AutoPrune: Each Complexity Deserves a Pruning Policy","created":"2025-09-28","cited_by_count":4,"area":"mllm"},{"id":"2406.17792","title":"Applications of interpretable deep learning in neuroimaging: a comprehensive review","created":"2024-05-30","cited_by_count":3,"area":null},{"id":"2408.00386","title":"What comes after transformers? -- A selective survey connecting ideas in deep learning","created":"2024-08-01","cited_by_count":3,"area":null},{"id":"2401.00587","title":"Brain Tumor Segmentation Based on Deep Learning, Attention Mechanisms, and Energy-Based Uncertainty Prediction","created":"2023-12-31","cited_by_count":2,"area":null},{"id":"2503.19690","title":"Risk-Aware Reinforcement Learning for Autonomous Driving: Improving Safety When Driving through Intersection","created":"2025-03-25","cited_by_count":2,"area":"driving"},{"id":"2505.01057","title":"GeloVec: Higher Dimensional Geometric Smoothing for Coherent Visual Feature Extraction in Image Segmentation","created":"2025-05-02","cited_by_count":2,"area":null},{"id":"2505.24334","title":"KairosAD: A SAM-Based Model for Industrial Anomaly Detection on Embedded Devices","created":"2025-05-30","cited_by_count":2,"area":null},{"id":"2311.10857","title":"WATUNet: A Deep Neural Network for Segmentation of Volumetric Sweep Imaging Ultrasound","created":"2023-11-17","cited_by_count":1,"area":null},{"id":"2402.02245","title":"Revisiting Generative Adversarial Networks for Binary Semantic Segmentation on Imbalanced Datasets","created":"2024-02-03","cited_by_count":1,"area":null},{"id":"2412.00534","title":"Towards Fault Tolerance in Multi-Agent Reinforcement Learning","created":"2024-11-30","cited_by_count":1,"area":null},{"id":"2509.24435","title":"Alternatives To Next Token Prediction In Text Generation -- A Survey","created":"2025-09-29","cited_by_count":1,"area":null},{"id":"2604.11240","title":"Decoupled Similarity for Task-Aware Token Pruning in Large Vision-Language Models","created":"2026-04-13","cited_by_count":1,"area":"mllm"},{"id":"2605.08679","title":"Attention-based graph neural networks: a survey","created":"2026-05-09","cited_by_count":1,"area":null},{"id":"2210.05168","title":"LARF: Two-level Attention-based Random Forests with a Mixture of Contamination Models","created":"2022-10-11","cited_by_count":0,"area":null},{"id":"2211.16106","title":"Encoder-Decoder Model for Suffix Prediction in Predictive Monitoring","created":"2022-11-29","cited_by_count":0,"area":null},{"id":"2301.08209","title":"GIPA: A General Information Propagation Algorithm for Graph Learning","created":"2023-01-19","cited_by_count":0,"area":null},{"id":"2304.05980","title":"Neural Attention Forests: Transformer-Based Forest Improvement","created":"2023-04-12","cited_by_count":0,"area":null},{"id":"2305.09744","title":"Assessment of few-hits machine learning classification algorithms for low energy physics in liquid argon detectors","created":"2023-05-16","cited_by_count":0,"area":null},{"id":"2309.12202","title":"Empowering Precision Medicine: AI-Driven Schizophrenia Diagnosis via EEG Signals: A Comprehensive Review from 2002-2023","created":"2023-09-14","cited_by_count":0,"area":null},{"id":"2404.03082","title":"Machine Learning and Data Analysis Using Posets: A Survey","created":"2024-04-03","cited_by_count":0,"area":null},{"id":"2404.08935","title":"Developing An Attention-Based Ensemble Learning Framework for Financial Portfolio Optimisation","created":"2024-04-13","cited_by_count":0,"area":null},{"id":"2407.03340","title":"A Multi-Modal Explainability Approach for Human-Aware Robots in Multi-Party Conversation","created":"2024-05-20","cited_by_count":0,"area":null},{"id":"2408.07247","title":"BiLSTM and Attention-Based Modulation Classification of Realistic Wireless Signals","created":"2024-08-14","cited_by_count":0,"area":null},{"id":"2409.05280","title":"RotCAtt-TransUNet++: Novel Deep Neural Network for Sophisticated Cardiac Segmentation","created":"2024-09-09","cited_by_count":0,"area":null},{"id":"2502.09038","title":"AoI-Sensitive Data Forwarding with Distributed Beamforming in UAV-Assisted IoT","created":"2025-02-13","cited_by_count":0,"area":null},{"id":"2502.19042","title":"A HEART for the environment: Transformer-Based Spatiotemporal Modeling for Air Quality Prediction","created":"2025-02-26","cited_by_count":0,"area":null},{"id":"2504.10883","title":"Bringing together invertible UNets with invertible attention modules for memory-efficient diffusion models","created":"2025-04-15","cited_by_count":0,"area":"diffusion"},{"id":"2505.17307","title":"Wavelet Probabilistic Recurrent Convolutional Network for Multivariate Time Series Classification","created":"2025-05-22","cited_by_count":0,"area":null},{"id":"2506.07126","title":"MAGNet: A Multi-Scale Attention-Guided Graph Fusion Network for DRC Violation Detection","created":"2025-06-08","cited_by_count":0,"area":null},{"id":"2506.07933","title":"Ensemble-Based Survival Models with the Self-Attended Beran Estimator Predictions","created":"2025-06-09","cited_by_count":0,"area":null},{"id":"2507.00537","title":"Not All Attention Heads Are What You Need: Refining CLIP's Image Representation with Attention Ablation","created":"2025-07-01","cited_by_count":0,"area":null},{"id":"2507.10640","title":"SENSOR: An ML-Enhanced Online Annotation Tool to Uncover Privacy Concerns from User Reviews in Social-Media Applications","created":"2025-07-14","cited_by_count":0,"area":null},{"id":"2507.23665","title":"SHAP-Guided Regularization in Machine Learning Models","created":"2025-07-31","cited_by_count":0,"area":null},{"id":"2510.14287","title":"Enhancing Time-Series Anomaly Detection by Integrating Spectral-Residual Bottom-Up Attention with Reservoir Computing","created":"2025-10-16","cited_by_count":0,"area":null},{"id":"2510.15583","title":"Attn-JGNN: Attention Enhanced Join-Graph Neural Networks","created":"2025-10-17","cited_by_count":0,"area":null},{"id":"2512.19084","title":"$\\gamma(3,4)$ `Attention' in Cognitive Agents: Ontology-Free Knowledge Representations With Promise Theoretic Semantics","created":"2025-12-22","cited_by_count":0,"area":"agents"},{"id":"2601.08251","title":"Hyperbolic Heterogeneous Graph Transformer","created":"2026-01-13","cited_by_count":0,"area":null},{"id":"2601.08319","title":"YOLOBirDrone: Dataset for Bird vs Drone Detection and Classification and a YOLO based enhanced learning architecture","created":"2026-01-13","cited_by_count":0,"area":null},{"id":"2601.20605","title":"CoBA: Integrated Deep Learning Model for Reliable Low-Altitude UAV Classification in mmWave Radio Networks","created":"2026-01-28","cited_by_count":0,"area":null},{"id":"2601.21246","title":"Conditional Generative Framework with Peak-Aware Attention for Robust Chemical Detection under Interferences","created":"2026-01-29","cited_by_count":0,"area":null},{"id":"2602.01109","title":"Transforming Vehicle Diagnostics: A Multimodal Approach to Error Patterns Prediction","created":"2026-02-01","cited_by_count":0,"area":null},{"id":"2603.12073","title":"A Multi-Label Temporal Convolutional Framework for Transcription Factor Binding Characterization","created":"2026-03-12","cited_by_count":0,"area":null},{"id":"2603.13903","title":"Distributed Acoustic Sensing for Urban Traffic Monitoring: Spatio-Temporal Attention in Recurrent Neural Networks","created":"2026-03-14","cited_by_count":0,"area":null},{"id":"2606.13081","title":"Emotional regulation improves deep learning-based image classification","created":"2026-06-11","cited_by_count":0,"area":null}],"next_cursor":null}