Classification - 2025-04
Classification - 2025-04
| Publish Date | Title | Authors | Translate | Read | Code | |
|---|---|---|---|---|---|---|
| 2025-04-30 | Towards Improved Cervical Cancer Screening: Vision Transformer-Based Classification and Interpretability | Khoa Tuan Nguyen et.al. | 2504.21340 | translate | read | null |
| 2025-04-28 | AGATE: Stealthy Black-box Watermarking for Multimodal Model Copyright Protection | Jianbo Gao et.al. | 2504.21044 | translate | read | null |
| 2025-04-29 | Photonic Quantum Convolutional Neural Networks with Adaptive State Injection | Léo Monbroussou et.al. | 2504.20989 | translate | read | null |
| 2025-04-30 | DS_FusionNet: Dynamic Dual-Stream Fusion with Bidirectional Knowledge Distillation for Plant Disease Recognition | Yanghui Song et.al. | 2504.20948 | translate | read | link |
| 2025-04-29 | MambaMoE: Mixture-of-Spectral-Spatial-Experts State Space Model for Hyperspectral Image Classification | Yichu Xu et.al. | 2504.20509 | translate | read | null |
| 2025-04-28 | DeepAndes: A Self-Supervised Vision Foundation Model for Multi-Spectral Remote Sensing Imagery of the Andes | Junlin Guo et.al. | 2504.20303 | translate | read | null |
| 2025-04-28 | GenCLS++: Pushing the Boundaries of Generative Classification in LLMs Through Comprehensive SFT and RL Studies Across Diverse Datasets | Mingqian He et.al. | 2504.19898 | translate | read | null |
| 2025-04-28 | Reinforcement Learning-Based Heterogeneous Multi-Task Optimization in Semantic Broadcast Communications | Zhilin Lu et.al. | 2504.19806 | translate | read | null |
| 2025-04-28 | Explaining Vision GNNs: A Semantic and Visual Analysis of Graph-based Image Classification | Nikolaos Chaidos et.al. | 2504.19682 | translate | read | null |
| 2025-04-28 | Hardware/Software Co-Design of RISC-V Extensions for Accelerating Sparse DNNs on FPGAs | Muhammad Sabih et.al. | 2504.19659 | translate | read | null |
| 2025-04-28 | Neural network task specialization via domain constraining | Roman Malashin et.al. | 2504.19592 | translate | read | null |
| 2025-04-28 | GMAR: Gradient-Driven Multi-Head Attention Rollout for Vision Transformer Interpretability | Sehyeong Jo et.al. | 2504.19414 | translate | read | null |
| 2025-04-27 | Dual-Branch Residual Network for Cross-Domain Few-Shot Hyperspectral Image Classification with Refined Prototype | Anyong Qin et.al. | 2504.19074 | translate | read | null |
| 2025-04-26 | Advancing Scientific Text Classification: Fine-Tuned Models with Dataset Expansion and Hard-Voting | Zhyar Rzgar K Rostam et.al. | 2504.19021 | translate | read | null |
| 2025-04-26 | A Simple Ensemble Strategy for LLM Inference: Towards More Stable Text Classification | Junichiro Niimi et.al. | 2504.18884 | translate | read | link |
| 2025-04-26 | IoT Botnet Detection: Application of Vision Transformer to Classification of Network Flow Traffic | Hassan Wasswa et.al. | 2504.18781 | translate | read | null |
| 2025-04-25 | Examining the Impact of Optical Aberrations to Image Classification and Object Detection Models | Patrick Müller et.al. | 2504.18510 | translate | read | null |
| 2025-04-25 | Pseudo-Asynchronous Local SGD: Robust and Efficient Data-Parallel Training | Hiroki Naganuma et.al. | 2504.18454 | translate | read | null |
| 2025-04-25 | Passive All-Optical Nonlinear Neuron Activation via PPLN Nanophotonic Waveguides | Wujie Fu et.al. | 2504.18145 | translate | read | null |
| 2025-04-25 | DMS-Net:Dual-Modal Multi-Scale Siamese Network for Binocular Fundus Image Classification | Guohao Huo et.al. | 2504.18046 | translate | read | null |
| 2025-04-24 | Disaggregated Deep Learning via In-Physics Computing at Radio Frequency | Zhihui Gao et.al. | 2504.17752 | translate | read | null |
| 2025-04-24 | Aerial Image Classification in Scarce and Unconstrained Environments via Conformal Prediction | Farhad Pourkamali-Anaraki et.al. | 2504.17655 | translate | read | null |
| 2025-04-24 | Enhanced Sample Selection with Confidence Tracking: Identifying Correctly Labeled yet Hard-to-Learn Samples in Noisy Data | Weiran Pan et.al. | 2504.17474 | translate | read | null |
| 2025-04-24 | Dual-Individual Genetic Algorithm: A Dual-Individual Approach for Efficient Training of Multi-Layer Neural Networks | Tran Thuy Nga Truong et.al. | 2504.17346 | translate | read | null |
| 2025-04-24 | Evaluating and Mitigating Bias in AI-Based Medical Text Generation | Xiuying Chen et.al. | 2504.17279 | translate | read | null |
| 2025-04-24 | Group Downsampling with Equivariant Anti-aliasing | Md Ashiqur Rahman et.al. | 2504.17258 | translate | read | link |
| 2025-04-24 | Multi-Modal Traffic Analysis: Integrating Time-Series Forecasting, Accident Prediction, and Image Classification | Nivedita M et.al. | 2504.17232 | translate | read | null |
| 2025-04-23 | A Diff-Attention Aware State Space Fusion Model for Remote Sensing Classification | Wenping Ma et.al. | 2504.16665 | translate | read | null |
| 2025-04-23 | Streetscape Analysis with Generative AI (SAGAI): Vision-Language Assessment and Mapping of Urban Scenes | Joan Perez et.al. | 2504.16538 | translate | read | null |
| 2025-04-24 | An Effective Gram Matrix Characterizes Generalization in Deep Networks | Rubing Yang et.al. | 2504.16450 | translate | read | null |
| 2025-04-23 | FrogDogNet: Fourier frequency Retained visual prompt Output Guidance for Domain Generalization of CLIP in Remote Sensing | Hariseetharam Gunduboina et.al. | 2504.16433 | translate | read | null |
| 2025-04-22 | CLIP-IT: CLIP-based Pairing for Histology Images Classification | Banafsheh Karimian et.al. | 2504.16181 | translate | read | null |
| 2025-04-22 | Automated Bug Report Prioritization in Large Open-Source Projects | Riley Pierson et.al. | 2504.15912 | translate | read | null |
| 2025-04-22 | Generative AI for Research Data Processing: Lessons Learnt From Three Use Cases | Modhurita Mitra et.al. | 2504.15829 | translate | read | null |
| 2025-04-22 | DualOptim: Enhancing Efficacy and Stability in Machine Unlearning with Dual Optimizers | Xuyang Zhong et.al. | 2504.15827 | translate | read | null |
| 2025-04-22 | HS-Mamba: Full-Field Interaction Multi-Groups Mamba for Hyperspectral Image Classification | Hongxing Peng et.al. | 2504.15612 | translate | read | null |
| 2025-04-22 | LLM-based Semantic Augmentation for Harmful Content Detection | Elyas Meguellati et.al. | 2504.15548 | translate | read | null |
| 2025-04-21 | Feeding LLM Annotations to BERT Classifiers at Your Own Risk | Yucheng Lu et.al. | 2504.15432 | translate | read | null |
| 2025-04-21 | Dynamic 3D KAN Convolution with Adaptive Grid Optimization for Hyperspectral Image Classification | Guandong Li et.al. | 2504.15155 | translate | read | null |
| 2025-04-21 | Application of Sensitivity Analysis Methods for Studying Neural Network Models | Jiaxuan Miao et.al. | 2504.15100 | translate | read | null |
| 2025-04-21 | Trainable Quantum Neural Network for Multiclass Image Classification with the Power of Pre-trained Tree Tensor Networks | Keisuke Murota et.al. | 2504.14995 | translate | read | null |
| 2025-04-21 | ECViT: Efficient Convolutional Vision Transformer with Local-Attention and Multi-scale Stages | Zhoujie Qian et.al. | 2504.14825 | translate | read | link |
| 2025-04-21 | What Lurks Within? Concept Auditing for Shared Diffusion Models at Scale | Xiaoyong Yuan et.al. | 2504.14815 | translate | read | null |
| 2025-04-21 | A Basic Evaluation of Neural Networks Trained with the Error Diffusion Learning Algorithm | Kazuhisa Fujita et.al. | 2504.14814 | translate | read | null |
| 2025-04-19 | Learning from Stochastic Teacher Representations Using Student-Guided Knowledge Distillation | Muhammad Haseeb Aslam et.al. | 2504.14307 | translate | read | null |
| 2025-04-19 | Exploring Modality Guidance to Enhance VFM-based Feature Fusion for UDA in 3D Semantic Segmentation | Johannes Spoecklberger et.al. | 2504.14231 | translate | read | null |
| 2025-04-19 | Enhancing Multimodal In-Context Learning for Image Classification through Coreset Optimization | Huiyi Chen et.al. | 2504.14200 | translate | read | null |
| 2025-04-19 | ThyroidEffi 1.0: A Cost-Effective System for High-Performance Multi-Class Thyroid Carcinoma Classification | Hai Pham-Ngoc et.al. | 2504.14139 | translate | read | null |
| 2025-04-18 | Feature Alignment and Representation Transfer in Knowledge Distillation for Large Language Models | Junjie Yang et.al. | 2504.13825 | translate | read | null |
| 2025-04-18 | CheXWorld: Exploring Image World Modeling for Radiograph Representation Learning | Yang Yue et.al. | 2504.13820 | translate | read | link |
| 2025-04-18 | Towards Accurate and Interpretable Neuroblastoma Diagnosis via Contrastive Multi-scale Pathological Image Analysis | Zhu Zhu et.al. | 2504.13754 | translate | read | null |
| 2025-04-18 | Human-aligned Deep Learning: Explainability, Causality, and Biological Inspiration | Gianluca Carloni et.al. | 2504.13717 | translate | read | null |
| 2025-04-18 | Word Embedding Techniques for Classification of Star Ratings | Hesham Abdelmotaleb et.al. | 2504.13653 | translate | read | null |
| 2025-04-18 | Cross-Hierarchical Bidirectional Consistency Learning for Fine-Grained Visual Classification | Pengxiang Gao et.al. | 2504.13608 | translate | read | null |
| 2025-04-18 | MAAM: A Lightweight Multi-Agent Aggregation Module for Efficient Image Classification Based on the MindSpore Framework | Zhenkai Qin et.al. | 2504.13574 | translate | read | null |
| 2025-04-18 | Bayesian continual learning and forgetting in neural networks | Djohan Bonnet et.al. | 2504.13569 | translate | read | null |
| 2025-04-17 | Dynamic Memory-enhanced Transformer for Hyperspectral Image Classification | Muhammad Ahmad et.al. | 2504.13242 | translate | read | null |
| 2025-04-17 | Perception Encoder: The best visual embeddings are not at the output of the network | Daniel Bolya et.al. | 2504.13181 | translate | read | link |
| 2025-04-17 | Expert Kernel Generation Network Driven by Contextual Mapping for Hyperspectral Image Classification | Guandong Li et.al. | 2504.13045 | translate | read | null |
| 2025-04-17 | Quantum Computing Supported Adversarial Attack-Resilient Autonomous Vehicle Perception Module for Traffic Sign Classification | Reek Majumder et.al. | 2504.12644 | translate | read | null |
| 2025-04-16 | GLUSE: Enhanced Channel-Wise Adaptive Gated Linear Units SE for Onboard Satellite Earth Observation Image Classification | Thanh-Dung Le et.al. | 2504.12484 | translate | read | null |
| 2025-04-16 | FLIP Reasoning Challenge | Andreas Plesner et.al. | 2504.12256 | translate | read | link |
| 2025-04-16 | Weakly Semi-supervised Whole Slide Image Classification by Two-level Cross Consistency Supervision | Linhao Qu et.al. | 2504.12132 | translate | read | null |
| 2025-04-16 | Exploring Video-Based Driver Activity Recognition under Noisy Labels | Linjuan Fan et.al. | 2504.11966 | translate | read | link |
| 2025-04-17 | Selective Attention Federated Learning: Improving Privacy and Efficiency for Clinical Text Classification | Yue Li et.al. | 2504.11793 | translate | read | null |
| 2025-04-15 | The Pontryagin Maximum Principle for Training Convolutional Neural Networks | Sebastian Hofmann et.al. | 2504.11647 | translate | read | null |
| 2025-04-15 | Deep Learning Approaches for Medical Imaging Under Varying Degrees of Label Availability: A Comprehensive Survey | Siteng Ma et.al. | 2504.11588 | translate | read | null |
| 2025-04-15 | Diversity-Driven Learning: Tackling Spurious Correlations and Data Heterogeneity in Federated Models | Gergely D. Németh et.al. | 2504.11216 | translate | read | null |
| 2025-04-15 | Embedding Radiomics into Vision Transformers for Multimodal Medical Image Classification | Zhenyu Yang et.al. | 2504.10916 | translate | read | null |
| 2025-04-15 | Progressive Rock Music Classification | Arpan Nagar et.al. | 2504.10821 | translate | read | null |
| 2025-04-15 | 3D Wavelet Convolutions with Extended Receptive Fields for Hyperspectral Image Classification | Guandong Li et.al. | 2504.10795 | translate | read | null |
| 2025-04-14 | Quantum Image Classification: Experiments on Utility-Scale Quantum Computers | Hrant Gharibyan et.al. | 2504.10595 | translate | read | null |
| 2025-04-14 | LEMUR Neural Network Dataset: Towards Seamless AutoML | Arash Torabi Goodarzi et.al. | 2504.10552 | translate | read | link |
| 2025-04-13 | An Efficient Quantum Classifier Based on Hamiltonian Representations | Federico Tiblias et.al. | 2504.10542 | translate | read | null |
| 2025-04-14 | Correlative and Discriminative Label Grouping for Multi-Label Visual Prompt Tuning | LeiLei Ma et.al. | 2504.09990 | translate | read | null |
| 2025-04-14 | GFT: Gradient Focal Transformer | Boris Kriuk et.al. | 2504.09852 | translate | read | null |
| 2025-04-13 | PCM-SAR: Physics-Driven Contrastive Mutual Learning for SAR Classification | Pengfei Wang et.al. | 2504.09502 | translate | read | null |
| 2025-04-13 | InfoBound: A Provable Information-Bounds Inspired Framework for Both OoD Generalization and OoD Detection | Lin Zhu et.al. | 2504.09448 | translate | read | null |
| 2025-04-13 | Sparse Deformable Mamba for Hyperspectral Image Classification | Lincoln Linlin Xu et.al. | 2504.09446 | translate | read | null |
| 2025-04-12 | Cycle Training with Semi-Supervised Domain Adaptation: Bridging Accuracy and Efficiency for Real-Time Mobile Scene Detection | Huu-Phong Phan-Nguyen et.al. | 2504.09297 | translate | read | null |
| 2025-04-12 | Sparse Hybrid Linear-Morphological Networks | Konstantinos Fotopoulos et.al. | 2504.09289 | translate | read | null |
| 2025-04-12 | Mixture of Group Experts for Learning Invariant Representations | Lei Kang et.al. | 2504.09265 | translate | read | null |
| 2025-04-12 | Langformers: Unified NLP Pipelines for Language Models | Rabindra Lamsal et.al. | 2504.09170 | translate | read | null |
| 2025-04-12 | Evolved Hierarchical Masking for Self-Supervised Learning | Zhanzhou Feng et.al. | 2504.09155 | translate | read | null |
| 2025-04-11 | Hypergraph Vision Transformers: Images are More than Nodes, More than Edges | Joshua Fixelle et.al. | 2504.08710 | translate | read | null |
| 2025-04-11 | Integrated ensemble of BERT- and features-based models for authorship attribution in Japanese literary works | Taisei Kanda et.al. | 2504.08527 | translate | read | null |
| 2025-04-11 | An Early Experience with Confidential Computing Architecture for On-Device Model Protection | Sina Abdollahi et.al. | 2504.08508 | translate | read | null |
| 2025-04-11 | The inherent convolution property of quantum neural networks | Guangkai Qu et.al. | 2504.08487 | translate | read | null |
| 2025-04-11 | A Hybrid Fully Convolutional CNN-Transformer Model for Inherently Interpretable Medical Image Classification | Kerol Djoumessi et.al. | 2504.08481 | translate | read | null |
| 2025-04-11 | FocalLens: Instruction Tuning Enables Zero-Shot Conditional Image Representations | Cheng-Yu Hsieh et.al. | 2504.08368 | translate | read | null |
| 2025-04-11 | Comparative Analysis of Different Methods for Classifying Polychromatic Sketches | Fahd Baba et.al. | 2504.08186 | translate | read | null |
| 2025-04-11 | Pychop: Emulating Low-Precision Arithmetic in Numerical Methods and Neural Networks | Erin Carson et.al. | 2504.07835 | translate | read | link |
| 2025-04-10 | Traversal Learning Coordination For Lossless And Efficient Distributed Learning | Erdenebileg Batbaatar et.al. | 2504.07471 | translate | read | null |
| 2025-04-09 | Identifying regions of interest in whole slide images of renal cell carcinoma | Mohammed Lamine Benomar et.al. | 2504.07313 | translate | read | null |
| 2025-04-09 | A new training approach for text classification in Mental Health: LatentGLoss | Korhan Sevinç et.al. | 2504.07245 | translate | read | null |
| 2025-04-09 | Deep Learning for Cardiovascular Risk Assessment: Proxy Features from Carotid Sonography as Predictors of Arterial Damage | Christoph Balada et.al. | 2504.06680 | translate | read | null |
| 2025-04-08 | Memory-Modular Classification: Learning to Generalize with Memory Replacement | Dahyun Kang et.al. | 2504.06021 | translate | read | null |
| 2025-04-08 | Federated Unlearning Made Practical: Seamless Integration via Negated Pseudo-Gradients | Alessio Mora et.al. | 2504.05822 | translate | read | null |
| 2025-04-08 | DefMamba: Deformable Visual State Space Model | Leiye Liu et.al. | 2504.05794 | translate | read | null |
| 2025-04-08 | Layer-Aware Embedding Fusion for LLMs in Text Classifications | Jiho Gwak et.al. | 2504.05764 | translate | read | null |
| 2025-04-07 | REEF: Relevance-Aware and Efficient LLM Adapter for Video Understanding | Sakib Reza et.al. | 2504.05491 | translate | read | null |
| 2025-04-07 | Secure Diagnostics: Adversarial Robustness Meets Clinical Interpretability | Mohammad Hossein Najafi et.al. | 2504.05483 | translate | read | null |
| 2025-04-07 | Explaining Low Perception Model Competency with High-Competency Counterfactuals | Sara Pohland et.al. | 2504.05254 | translate | read | null |
| 2025-04-07 | Federated Learning for Medical Image Classification: A Comprehensive Benchmark | Zhekai Zhou et.al. | 2504.05238 | translate | read | null |
| 2025-04-07 | Batch Aggregation: An Approach to Enhance Text Classification with Correlated Augmented Data | Charco Hui et.al. | 2504.05020 | translate | read | null |
| 2025-04-07 | RS-RAG: Bridging Remote Sensing Imagery and Comprehensive Knowledge with a Multi-Modal Dataset and Retrieval-Augmented Generation Model | Congcong Wen et.al. | 2504.04988 | translate | read | null |
| 2025-04-06 | Your Image Generator Is Your New Private Dataset | Nicolo Resmini et.al. | 2504.04582 | translate | read | null |
| 2025-04-06 | Attributed Synthetic Data Generation for Zero-shot Domain-specific Image Classification | Shijian Wang et.al. | 2504.04510 | translate | read | null |
| 2025-04-06 | Spatial-Geometry Enhanced 3D Dynamic Snake Convolutional Neural Network for Hyperspectral Image Classification | Guandong Li et.al. | 2504.04463 | translate | read | null |
| 2025-04-05 | A Comparative Study of Explainable AI Methods: Model-Agnostic vs. Model-Specific Approaches | Keerthi Devireddy et.al. | 2504.04276 | translate | read | null |
| 2025-04-05 | GlotEval: A Test Suite for Massively Multilingual Evaluation of Large Language Models | Hengyu Luo et.al. | 2504.04155 | translate | read | link |
| 2025-04-05 | Scaling Federated Learning Solutions with Kubernetes for Synthesizing Histopathology Images | Andrei-Alexandru Preda et.al. | 2504.04130 | translate | read | null |
| 2025-04-04 | Adaptive Classification of Interval-Valued Time Series | Wan Tian et.al. | 2504.03318 | translate | read | null |
| 2025-04-04 | Beyond the Next Token: Towards Prompt-Robust Zero-Shot Classification via Efficient Multi-Token Prediction | Junlang Qian et.al. | 2504.03159 | translate | read | null |
| 2025-04-03 | HQViT: Hybrid Quantum Vision Transformer for Image Classification | Hui Zhang et.al. | 2504.02730 | translate | read | null |
| 2025-04-03 | LLM-Guided Evolution: An Autonomous Model Optimization for Object Detection | YiMing Yu et.al. | 2504.02280 | translate | read | null |
| 2025-04-02 | Neural Style Transfer for Synthesising a Dataset of Ancient Egyptian Hieroglyphs | Lewis Matheson Creed et.al. | 2504.02163 | translate | read | null |
| 2025-04-02 | A thorough benchmark of automatic text classification: From traditional approaches to large language models | Washington Cunha et.al. | 2504.01930 | translate | read | link |
| 2025-04-02 | A Randomized Zeroth-Order Hierarchical Framework for Heterogeneous Federated Learning | Yuyang Qiu et.al. | 2504.01839 | translate | read | null |
| 2025-04-02 | A Novel Approach To Implementing Knowledge Distillation In Tsetlin Machines | Calvin Kinateder et.al. | 2504.01798 | translate | read | null |
| 2025-04-02 | Token Pruning in Audio Transformers: Optimizing Performance and Decoding Patch Importance | Taehan Lee et.al. | 2504.01690 | translate | read | link |
| 2025-04-02 | All Patches Matter, More Patches Better: Enhance AI-Generated Image Detection via Panoptic Patch Learning | Zheng Yang et.al. | 2504.01396 | translate | read | null |
| 2025-04-01 | TenAd: A Tensor-based Low-rank Black Box Adversarial Attack for Video Classification | Kimia haghjooei et.al. | 2504.01228 | translate | read | null |
| 2025-04-01 | PolygoNet: Leveraging Simplified Polygonal Representation for Effective Image Classification | Salim Khazem et.al. | 2504.01214 | translate | read | link |
| 2025-04-01 | Enabling Efficient Processing of Spiking Neural Networks with On-Chip Learning on Commodity Neuromorphic Processors for Edge AI Systems | Rachmad Vidya Wicaksana Putra et.al. | 2504.00957 | translate | read | null |
| 2025-04-01 | Impact of Data Duplication on Deep Neural Network-Based Image Classifiers: Robust vs. Standard Models | Alireza Aghabagherloo et.al. | 2504.00638 | translate | read | null |
| 2025-04-01 | Geometric Median Matching for Robust k-Subset Selection from Noisy Data | Anish Acharya et.al. | 2504.00564 | translate | read | null |
(<a href=../Classification.md>back to Classification</a>)