Classification - 2026-02
Classification - 2026-02
| Publish Date | Title | Authors | Translate | Read | Code | |
|---|---|---|---|---|---|---|
| 2026-02-28 | TP-Spikformer: Token Pruned Spiking Transformer | Wenjie Wei et.al. | 2603.00527 | translate | read | null |
| 2026-02-26 | FairQuant: Fairness-Aware Mixed-Precision Quantization for Medical Image Classification | Thomas Woergaard et.al. | 2602.23192 | translate | read | null |
| 2026-02-26 | Devling into Adversarial Transferability on Image Classification: Review, Benchmark, and Evaluation | Xiaosen Wang et.al. | 2602.23117 | translate | read | null |
| 2026-02-25 | Cross-Task Benchmarking of CNN Architectures | Kamal Sherawat et.al. | 2602.22945 | translate | read | null |
| 2026-02-26 | Asymmetric Idiosyncrasies in Multimodal Models | Muzi Tao et.al. | 2602.22734 | translate | read | null |
| 2026-02-26 | Photonic Neuromorphic Computing enabled by a BIC Metasurface | Jingsong Fu et.al. | 2602.22528 | translate | read | null |
| 2026-02-25 | Robustness in sparse artificial neural networks trained with adaptive topology | Bendegúz Sulyok et.al. | 2602.21961 | translate | read | null |
| 2026-02-25 | Resilient Federated Chain: Transforming Blockchain Consensus into an Active Defense Layer for Federated Learning | Mario García-Márquez et.al. | 2602.21841 | translate | read | null |
| 2026-02-25 | Axial-Centric Cross-Plane Attention for 3D Medical Image Classification | Doyoung Park et.al. | 2602.21636 | translate | read | null |
| 2026-02-24 | The Mean is the Mirage: Entropy-Adaptive Model Merging under Heterogeneous Domain Shifts in Medical Imaging | Sameer Ambekar et.al. | 2602.21372 | translate | read | null |
| 2026-02-24 | Beyond the Star Rating: A Scalable Framework for Aspect-Based Sentiment Analysis Using LLMs and Text Classification | Vishal Patil et.al. | 2602.21082 | translate | read | null |
| 2026-02-24 | Motivation is Something You Need | Mehdi Acheli et.al. | 2602.21064 | translate | read | null |
| 2026-02-24 | MUSE: Harnessing Precise and Diverse Semantics for Few-Shot Whole Slide Image Classification | Jiahao Xu et.al. | 2602.20873 | translate | read | null |
| 2026-02-24 | Explicit Grammar Semantic Feature Fusion for Robust Text Classification | Azrin Sultana et.al. | 2602.20749 | translate | read | null |
| 2026-02-23 | Natural Language Processing Models for Robust Document Categorization | Radoslaw Roszczyk et.al. | 2602.20336 | translate | read | null |
| 2026-02-23 | JUCAL: Jointly Calibrating Aleatoric and Epistemic Uncertainty in Classification Tasks | Jakob Heiss et.al. | 2602.20153 | translate | read | null |
| 2026-02-23 | Conformal Risk Control for Non-Monotonic Losses | Anastasios N. Angelopoulos et.al. | 2602.20151 | translate | read | null |
| 2026-02-23 | Goal-Oriented Influence-Maximizing Data Acquisition for Learning and Optimization | Weichi Yao et.al. | 2602.19578 | translate | read | null |
| 2026-02-22 | PerSoMed: A Large-Scale Balanced Dataset for Persian Social Media Text Classification | Isun Chehreh et.al. | 2602.19333 | translate | read | null |
| 2026-02-22 | RetinaVision: XAI-Driven Augmented Regulation for Precise Retinal Disease Classification using deep learning framework | Mohammad Tahmid Noor et.al. | 2602.19324 | translate | read | null |
| 2026-02-22 | Mapping Networks | Lord Sen et.al. | 2602.19134 | translate | read | null |
| 2026-02-22 | The Power of Decaying Steps: Enhancing Attack Stability and Transferability for Sign-based Optimizers | Wei Tao et.al. | 2602.19096 | translate | read | null |
| 2026-02-21 | Joint Post-Training Quantization of Vision Transformers with Learned Prompt-Guided Data Generation | Shile Li et.al. | 2602.18861 | translate | read | null |
| 2026-02-21 | Hyperbolic Busemann Neural Networks | Ziheng Chen et.al. | 2602.18858 | translate | read | null |
| 2026-02-21 | Broadband, compact, and training-free optical processors for parallel image classification | Sander J. W. Vonk et.al. | 2602.18778 | translate | read | null |
| 2026-02-21 | Initialization matters in few-shot adaptation of vision-language models for histopathological image classification | Pablo Meseguer et.al. | 2602.18766 | translate | read | null |
| 2026-02-20 | Effect of Patch Size on Fine-Tuning Vision Transformers in Two-Dimensional and Three-Dimensional Medical Image Classification | Massoud Dehghan et.al. | 2602.18614 | translate | read | null |
| 2026-02-20 | Multiclass Calibration Assessment and Recalibration of Probability Predictions via the Linear Log Odds Calibration Function | Amy Vennos et.al. | 2602.18573 | translate | read | null |
| 2026-02-18 | Fine-Pruning: A Biologically Inspired Algorithm for Personalization of Machine Learning Models | Joseph Bingham et.al. | 2602.18507 | translate | read | null |
| 2026-02-18 | Suppression or Deletion: A Restoration-Based Representation-Level Analysis of Machine Unlearning | Yurim Jang et.al. | 2602.18505 | translate | read | null |
| 2026-02-20 | Theory and interpretability of Quantum Extreme Learning Machines: a Pauli-transfer matrix approach | Markus Gross et.al. | 2602.18377 | translate | read | null |
| 2026-02-20 | Quantum-enhanced satellite image classification | Qi Zhang et.al. | 2602.18350 | translate | read | null |
| 2026-02-20 | G-LoG Bi-filtration for Medical Image Classification | Qingsong Wang et.al. | 2602.18329 | translate | read | null |
| 2026-02-19 | Understanding the Fine-Grained Knowledge Capabilities of Vision-Language Models | Dhruba Ghosh et.al. | 2602.17871 | translate | read | null |
| 2026-02-19 | Evaluating Cross-Lingual Classification Approaches Enabling Topic Discovery for Multilingual Social Media Data | Deepak Uniyal et.al. | 2602.17051 | translate | read | null |
| 2026-02-18 | Xray-Visual Models: Scaling Vision models on Industry Scale Data | Shlok Mishra et.al. | 2602.16918 | translate | read | null |
| 2026-02-18 | Explainable AI: Context-Aware Layer-Wise Integrated Gradients for Explaining Transformer Models | Melkamu Abay Mersha et.al. | 2602.16608 | translate | read | null |
| 2026-02-18 | A Contrastive Learning Framework Empowered by Attention-based Feature Adaptation for Street-View Image Classification | Qi You et.al. | 2602.16590 | translate | read | null |
| 2026-02-18 | Hardware-accelerated graph neural networks: an alternative approach for neuromorphic event-based audio classification and keyword spotting on SoC FPGA | Kamil Jeziorek et.al. | 2602.16442 | translate | read | null |
| 2026-02-18 | Real time fault detection in 3D printers using Convolutional Neural Networks and acoustic signals | Muhammad Fasih Waheed et.al. | 2602.16118 | translate | read | null |
| 2026-02-17 | Joint Enhancement and Classification using Coupled Diffusion Models of Signals and Logits | Gilad Nurko et.al. | 2602.15405 | translate | read | null |
| 2026-02-17 | GMAIL: Generative Modality Alignment for generated Image Learning | Shentong Mo et.al. | 2602.15368 | translate | read | null |
| 2026-02-16 | Universal Algorithm-Implicit Learning | Stefano Woerner et.al. | 2602.14761 | translate | read | null |
| 2026-02-16 | Kernel-based optimization of measurement operators for quantum reservoir computers | Markus Gross et.al. | 2602.14677 | translate | read | null |
| 2026-02-16 | MacNet: An End-to-End Manifold-Constrained Adaptive Clustering Network for Interpretable Whole Slide Image Classification | Mingrui Ma et.al. | 2602.14509 | translate | read | null |
| 2026-02-13 | FedHENet: A Frugal Federated Learning Framework for Heterogeneous Environments | Alejandro Dopico-Castro et.al. | 2602.13024 | translate | read | null |
| 2026-02-12 | Arbitrary Ratio Feature Compression via Next Token Prediction | Yufan Liu et.al. | 2602.11494 | translate | read | null |
| 2026-02-11 | Hierarchical Concept Embedding & Pursuit for Interpretable Image Classification | Nghia Nguyen et.al. | 2602.11448 | translate | read | null |
| 2026-02-11 | Interpretable Vision Transformers in Image Classification via SVDA | Vasileios Arampatzakis et.al. | 2602.10994 | translate | read | null |
| 2026-02-11 | Collaborative Threshold Watermarking | Tameem Bakr et.al. | 2602.10765 | translate | read | null |
| 2026-02-11 | Spectral-Spatial Contrastive Learning Framework for Regression on Hyperspectral Data | Mohamad Dhaini et.al. | 2602.10745 | translate | read | null |
| 2026-02-11 | From Diet to Free Lunch: Estimating Auxiliary Signal Properties using Dynamic Pruning Masks in Speech Enhancement Networks | Riccardo Miccini et.al. | 2602.10666 | translate | read | null |
| 2026-02-11 | 1%>100%: High-Efficiency Visual Adapter with Complex Linear Projection Optimization | Dongshuo Yin et.al. | 2602.10513 | translate | read | null |
| 2026-02-10 | Vendi Novelty Scores for Out-of-Distribution Detection | Amey P. Pasarkar et.al. | 2602.10062 | translate | read | null |
| 2026-02-10 | WildCat: Near-Linear Attention in Theory and Practice | Tobias Schröder et.al. | 2602.10056 | translate | read | null |
| 2026-02-10 | Self-Supervised Learning as Discrete Communication | Kawtar Zaher et.al. | 2602.09764 | translate | read | null |
| 2026-02-10 | Equilibrium contrastive learning for imbalanced image classification | Sumin Roh et.al. | 2602.09506 | translate | read | null |
| 2026-02-10 | Impact of domain adaptation in deep learning for medical image classifications | Yihang Wu et.al. | 2602.09355 | translate | read | null |
| 2026-02-10 | GAFR-Net: A Graph Attention and Fuzzy-Rule Network for Interpretable Breast Cancer Image Classification | Lin-Guo Gao et.al. | 2602.09318 | translate | read | null |
| 2026-02-09 | Feature salience – not task-informativeness – drives machine learning model explanations | Benedict Clark et.al. | 2602.09238 | translate | read | null |
| 2026-02-09 | Gradient Residual Connections | Yangchen Pan et.al. | 2602.09190 | translate | read | null |
| 2026-02-07 | SVD-Preconditioned Gradient Descent Method for Solving Nonlinear Least Squares Problems | Zhipeng Chang et.al. | 2602.09057 | translate | read | null |
| 2026-02-09 | How Should We Model the Probability of a Language? | Rasul Dent et.al. | 2602.08951 | translate | read | null |
| 2026-02-09 | A Machine Learning accelerated geophysical fluid solver | Yang Bai et.al. | 2602.08670 | translate | read | null |
| 2026-02-07 | Fine-Grained Cat Breed Recognition with Global Context Vision Transformer | Mowmita Parvin Hera et.al. | 2602.07534 | translate | read | null |
| 2026-02-07 | Evaluating Object-Centric Models beyond Object Discovery | Krishnakant Singh et.al. | 2602.07532 | translate | read | null |
| 2026-02-06 | CALM: Class-Conditional Sparse Attention Vectors for Large Audio-Language Models | Videet Mehta et.al. | 2602.07077 | translate | read | null |
| 2026-02-04 | VLRS-Bench: A Vision-Language Reasoning Benchmark for Remote Sensing | Zhiming Luo et.al. | 2602.07045 | translate | read | null |
| 2026-02-04 | COMBOOD: A Semiparametric Approach for Detecting Out-of-distribution Data for Image Classification | Magesh Rajasekaran et.al. | 2602.07042 | translate | read | null |
| 2026-02-02 | A Comparative Study of Adversarial Robustness in CNN and CNN-ANFIS Architectures | Kaaustaaub Shankar et.al. | 2602.07028 | translate | read | null |
| 2026-02-06 | Decoupling Variance and Scale-Invariant Updates in Adaptive Gradient Descent for Unified Vector and Matrix Optimization | Zitao Song et.al. | 2602.06880 | translate | read | null |
| 2026-02-06 | ProtoQuant: Quantization of Prototypical Parts For General and Fine-Grained Image Classification | Mikołaj Janusz et.al. | 2602.06592 | translate | read | null |
| 2026-02-06 | Cost-Aware Model Selection for Text Classification: Multi-Objective Trade-offs Between Fine-Tuned Encoders and LLM Prompting in Production | Alberto Andres Valdes Gonzalez et.al. | 2602.06370 | translate | read | null |
| 2026-02-05 | Inheritance Between Feedforward and Convolutional Networks via Model Projection | Nicolas Ewen et.al. | 2602.06245 | translate | read | null |
| 2026-02-05 | Shared LoRA Subspaces for almost Strict Continual Learning | Prakhar Kaushik et.al. | 2602.06043 | translate | read | null |
| 2026-02-05 | Visualizing the loss landscapes of physics-informed neural networks | Conor Rowan et.al. | 2602.05849 | translate | read | null |
| 2026-02-05 | LeakBoost: Perceptual-Loss-Based Membership Inference Attack | Amit Kravchik Taub et.al. | 2602.05748 | translate | read | null |
| 2026-02-04 | Private PoEtry: Private In-Context Learning via Product of Experts | Rob Romijnders et.al. | 2602.05012 | translate | read | null |
| 2026-02-04 | Probabilistic Label Spreading: Efficient and Consistent Estimation of Soft Labels with Epistemic Uncertainty on Graphs | Jonathan Klees et.al. | 2602.04574 | translate | read | null |
| 2026-02-04 | Explicit Uncertainty Modeling for Active CLIP Adaptation with Dual Prompt Tuning | Qian-Wei Wang et.al. | 2602.04340 | translate | read | null |
| 2026-02-04 | Revisiting Prompt Sensitivity in Large Language Models for Text Classification: The Role of Prompt Underspecification | Branislav Pecher et.al. | 2602.04297 | translate | read | null |
| 2026-02-04 | ACIL: Active Class Incremental Learning for Image Classification | Aditya R. Bhattacharya et.al. | 2602.04252 | translate | read | null |
| 2026-02-03 | Robust Representation Learning in Masked Autoencoders | Anika Shrivastava et.al. | 2602.03531 | translate | read | null |
| 2026-02-03 | GFlowPO: Generative Flow Network as a Language Model Prompt Optimizer | Junmo Cho et.al. | 2602.03358 | translate | read | null |
| 2026-02-03 | Lipschitz Multiscale Deep Equilibrium Models: A Theoretically Guaranteed and Accelerated Approach | Naoki Sato et.al. | 2602.03297 | translate | read | null |
| 2026-02-03 | Synthetic Data Augmentation for Medical Audio Classification: A Preliminary Evaluation | David McShannon et.al. | 2602.02955 | translate | read | null |
| 2026-02-02 | Controlled disagreement improves generalization in decentralized training | Zesen Wang et.al. | 2602.02899 | translate | read | null |
| 2026-02-02 | Semantics-Aware Generative Latent Data Augmentation for Learning in Low-Resource Domains | Jaesung Bae et.al. | 2602.02841 | translate | read | null |
| 2026-02-02 | Uncertainty-Aware Image Classification In Biomedical Imaging Using Spectral-normalized Neural Gaussian Processes | Uma Meleti et.al. | 2602.02370 | translate | read | null |
| 2026-02-02 | Prediction-Powered Risk Monitoring of Deployed Models for Detecting Harmful Distribution Shifts | Guangyi Zhang et.al. | 2602.02229 | translate | read | null |
| 2026-02-02 | DSXFormer: Dual-Pooling Spectral Squeeze-Expansion and Dynamic Context Attention Transformer for Hyperspectral Image Classification | Farhan Ullah et.al. | 2602.01906 | translate | read | null |
| 2026-02-02 | Federated Vision Transformer with Adaptive Focal Loss for Medical Image Classification | Xinyuan Zhao et.al. | 2602.01633 | translate | read | null |
| 2026-02-01 | Rectified LpJEPA: Joint-Embedding Predictive Architectures with Sparse and Maximum-Entropy Representations | Yilun Kuang et.al. | 2602.01456 | translate | read | null |
| 2026-02-01 | Richer Bayesian Last Layers with Subsampled NTK Features | Sergio Calvo-Ordoñez et.al. | 2602.01279 | translate | read | null |
| 2026-02-01 | Parallel Training in Spiking Neural Networks | Yanbin Huang et.al. | 2602.01133 | translate | read | null |
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