Classification - 2025-06
Classification - 2025-06
| Publish Date | Title | Authors | Translate | Read | Code | |
|---|---|---|---|---|---|---|
| 2025-06-30 | Two-Stage Reasoning-Infused Learning: Improving Classification with LLM-Generated Reasoning | Mads Henrichsen et.al. | 2507.00214 | translate | read | null |
| 2025-06-30 | Toward Simple and Robust Contrastive Explanations for Image Classification by Leveraging Instance Similarity and Concept Relevance | Yuliia Kaidashova et.al. | 2506.23975 | translate | read | null |
| 2025-06-30 | Unveiling Decision-Making in LLMs for Text Classification : Extraction of influential and interpretable concepts with Sparse Autoencoders | Mathis Le Bail et.al. | 2506.23951 | translate | read | null |
| 2025-06-30 | Controllable Reference-Based Real-World Remote Sensing Image Super-Resolution with Generative Diffusion Priors | Ce Wang et.al. | 2506.23801 | translate | read | null |
| 2025-06-30 | A Unified Framework for Stealthy Adversarial Generation via Latent Optimization and Transferability Enhancement | Gaozheng Pei et.al. | 2506.23676 | translate | read | null |
| 2025-06-30 | Robustness of Misinformation Classification Systems to Adversarial Examples Through BeamAttack | Arnisa Fazla et.al. | 2506.23661 | translate | read | null |
| 2025-06-30 | AdFair-CLIP: Adversarial Fair Contrastive Language-Image Pre-training for Chest X-rays | Chenlang Yi et.al. | 2506.23467 | translate | read | null |
| 2025-06-29 | Federated Breast Cancer Detection Enhanced by Synthetic Ultrasound Image Augmentation | Hongyi Pan et.al. | 2506.23334 | translate | read | null |
| 2025-06-29 | Aggregating Local Saliency Maps for Semi-Global Explainable Image Classification | James Hinns et.al. | 2506.23247 | translate | read | null |
| 2025-06-27 | Boosting Classification with Quantum-Inspired Augmentations | Matthias Tschöpe et.al. | 2506.22241 | translate | read | null |
| 2025-06-27 | Remote Sensing Large Vision-Language Model: Semantic-augmented Multi-level Alignment and Semantic-aware Expert Modeling | Sungjune Park et.al. | 2506.21863 | translate | read | null |
| 2025-06-27 | LinguaSynth: Heterogeneous Linguistic Signals for News Classification | Duo Zhang et.al. | 2506.21848 | translate | read | null |
| 2025-06-25 | Disentangled representations of microscopy images | Jacopo Dapueto et.al. | 2506.20649 | translate | read | null |
| 2025-06-25 | Counterfactual Influence as a Distributional Quantity | Matthieu Meeus et.al. | 2506.20481 | translate | read | null |
| 2025-06-25 | Practical insights on the effect of different encodings, ansätze and measurements in quantum and hybrid convolutional neural networks | Jesús Lozano-Cruz et.al. | 2506.20355 | translate | read | link |
| 2025-06-25 | Learning Moderately Input-Sensitive Functions: A Case Study in QR Code Decoding | Kazuki Yoda et.al. | 2506.20305 | translate | read | null |
| 2025-06-25 | Hierarchical Mask-Enhanced Dual Reconstruction Network for Few-Shot Fine-Grained Image Classification | Ning Luo et.al. | 2506.20263 | translate | read | null |
| 2025-06-25 | Perspectives in Play: A Multi-Perspective Approach for More Inclusive NLP Systems | Benedetta Muscato et.al. | 2506.20209 | translate | read | null |
| 2025-06-26 | Towards Scalable and Generalizable Earth Observation Data Mining via Foundation Model Composition | Man Duc Chuc et.al. | 2506.20174 | translate | read | null |
| 2025-06-24 | Neuromorphic Wireless Split Computing with Resonate-and-Fire Neurons | Dengyu Wu et.al. | 2506.20015 | translate | read | null |
| 2025-06-24 | Ensemble nonlinear optical learner by electrically tunable linear scattering | Tunan Xia et.al. | 2506.19976 | translate | read | null |
| 2025-06-25 | One Prototype Is Enough: Single-Prototype Activation for Interpretable Image Classification | Yitao Peng et.al. | 2506.19808 | translate | read | null |
| 2025-06-24 | MambaOutRS: A Hybrid CNN-Fourier Architecture for Remote Sensing Image Classification | Minjong Cheon et.al. | 2506.19561 | translate | read | null |
| 2025-06-24 | Iterative Quantum Feature Maps | Nasa Matsumoto et.al. | 2506.19461 | translate | read | null |
| 2025-06-24 | Comparative Performance of Finetuned ImageNet Pre-trained Models for Electronic Component Classification | Yidi Shao et.al. | 2506.19330 | translate | read | null |
| 2025-06-23 | LKA: Large Kernel Adapter for Enhanced Medical Image Classification | Ziquan Zhu et.al. | 2506.19118 | translate | read | null |
| 2025-06-23 | Sensitivity Analysis of Image Classification Models using Generalized Polynomial Chaos | Lukas Bahr et.al. | 2506.18751 | translate | read | null |
| 2025-06-23 | SIM-Net: A Multimodal Fusion Network Using Inferred 3D Object Shape Point Clouds from RGB Images for 2D Classification | Youcef Sklab et.al. | 2506.18683 | translate | read | null |
| 2025-06-23 | SpaNN: Detecting Multiple Adversarial Patches on CNNs by Spanning Saliency Thresholds | Mauricio Byrd Victorica et.al. | 2506.18591 | translate | read | null |
| 2025-06-23 | Geometry-aware Distance Measure for Diverse Hierarchical Structures in Hyperbolic Spaces | Pengxiang Li et.al. | 2506.18533 | translate | read | null |
| 2025-06-23 | A Set-to-Set Distance Measure in Hyperbolic Space | Pengxiang Li et.al. | 2506.18529 | translate | read | null |
| 2025-06-23 | Fully Few-shot Class-incremental Audio Classification Using Multi-level Embedding Extractor and Ridge Regression Classifier | Yongjie Si et.al. | 2506.18406 | translate | read | null |
| 2025-06-23 | Open Set Recognition for Endoscopic Image Classification: A Deep Learning Approach on the Kvasir Dataset | Kasra Moazzami et.al. | 2506.18284 | translate | read | null |
| 2025-06-22 | Pitfalls of Conformal Predictions for Medical Image Classification | Hendrik Mehrtens et.al. | 2506.18162 | translate | read | null |
| 2025-06-22 | HE-LRM: Encrypted Deep Learning Recommendation Models using Fully Homomorphic Encryption | Karthik Garimella et.al. | 2506.18150 | translate | read | null |
| 2025-06-22 | Training-free Test-time Improvement for Explainable Medical Image Classification | Hangzhou He et.al. | 2506.18070 | translate | read | link |
| 2025-06-20 | Robust Training with Data Augmentation for Medical Imaging Classification | Josué Martínez-Martínez et.al. | 2506.17133 | translate | read | null |
| 2025-06-20 | Acquiring and Accumulating Knowledge from Diverse Datasets for Multi-label Driving Scene Classification | Ke Li et.al. | 2506.17101 | translate | read | null |
| 2025-06-20 | From Concepts to Components: Concept-Agnostic Attention Module Discovery in Transformers | Jingtong Su et.al. | 2506.17052 | translate | read | null |
| 2025-06-20 | With Limited Data for Multimodal Alignment, Let the STRUCTURE Guide You | Fabian Gröger et.al. | 2506.16895 | translate | read | null |
| 2025-06-20 | Transition of AI Models in dependence of noise | Thomas Seidler et.al. | 2506.16715 | translate | read | null |
| 2025-06-19 | Efficient Transformations in Deep Learning Convolutional Neural Networks | Berk Yilmaz et.al. | 2506.16418 | translate | read | null |
| 2025-06-19 | SHREC and PHEONA: Using Large Language Models to Advance Next-Generation Computational Phenotyping | Sarah Pungitore et.al. | 2506.16359 | translate | read | null |
| 2025-06-19 | Polyline Path Masked Attention for Vision Transformer | Zhongchen Zhao et.al. | 2506.15940 | translate | read | link |
| 2025-06-18 | FedWSIDD: Federated Whole Slide Image Classification via Dataset Distillation | Haolong Jin et.al. | 2506.15365 | translate | read | link |
| 2025-06-18 | Enhancing One-run Privacy Auditing with Quantile Regression-Based Membership Inference | Terrance Liu et.al. | 2506.15349 | translate | read | null |
| 2025-06-19 | OpenPath: Open-Set Active Learning for Pathology Image Classification via Pre-trained Vision-Language Models | Lanfeng Zhong et.al. | 2506.15318 | translate | read | null |
| 2025-06-18 | J3DAI: A tiny DNN-Based Edge AI Accelerator for 3D-Stacked CMOS Image Sensor | Benoit Tain et.al. | 2506.15316 | translate | read | null |
| 2025-06-18 | Domain Adaptation for Image Classification of Defects in Semiconductor Manufacturing | Adrian Poniatowski et.al. | 2506.15260 | translate | read | null |
| 2025-06-18 | A Comparative Study of Task Adaptation Techniques of Large Language Models for Identifying Sustainable Development Goals | Andrea Cadeddu et.al. | 2506.15208 | translate | read | null |
| 2025-06-18 | Identifying social isolation themes in NVDRS text narratives using topic modeling and text-classification methods | Drew Walker et.al. | 2506.15030 | translate | read | null |
| 2025-06-17 | DDS-NAS: Dynamic Data Selection within Neural Architecture Search via On-line Hard Example Mining applied to Image Classification | Matt Poyser et.al. | 2506.14667 | translate | read | null |
| 2025-06-17 | Train Once, Forget Precisely: Anchored Optimization for Efficient Post-Hoc Unlearning | Prabhav Sanga et.al. | 2506.14515 | translate | read | null |
| 2025-06-17 | Compositional Attribute Imbalance in Vision Datasets | Jiayi Chen et.al. | 2506.14418 | translate | read | null |
| 2025-06-17 | One-Shot Neural Architecture Search with Network Similarity Directed Initialization for Pathological Image Classification | Renao Yan et.al. | 2506.14176 | translate | read | null |
| 2025-06-17 | SeqPE: Transformer with Sequential Position Encoding | Huayang Li et.al. | 2506.13277 | translate | read | link |
| 2025-06-15 | Intriguing Frequency Interpretation of Adversarial Robustness for CNNs and ViTs | Lu Chen et.al. | 2506.12875 | translate | read | null |
| 2025-06-15 | Medical Argument Mining: Exploitation of Scarce Data Using NLI Systems | Maitane Urruela et.al. | 2506.12823 | translate | read | null |
| 2025-06-15 | Cross-architecture universal feature coding via distribution alignment | Changsheng Gao et.al. | 2506.12737 | translate | read | null |
| 2025-06-15 | Unsupervised Contrastive Learning Using Out-Of-Distribution Data for Long-Tailed Dataset | Cuong Manh Hoang et.al. | 2506.12698 | translate | read | null |
| 2025-06-15 | Evaluating Cell Type Inference in Vision Language Models Under Varying Visual Context | Samarth Singhal et.al. | 2506.12683 | translate | read | null |
| 2025-06-14 | OscNet v1.5: Energy Efficient Hopfield Network on CMOS Oscillators for Image Classification | Wenxiao Cai et.al. | 2506.12610 | translate | read | null |
| 2025-06-14 | DejaVid: Encoder-Agnostic Learned Temporal Matching for Video Classification | Darryl Ho et.al. | 2506.12585 | translate | read | null |
| 2025-06-14 | MVP-CBM:Multi-layer Visual Preference-enhanced Concept Bottleneck Model for Explainable Medical Image Classification | Chunjiang Wang et.al. | 2506.12568 | translate | read | null |
| 2025-06-14 | PLD: A Choice-Theoretic List-Wise Knowledge Distillation | Ejafa Bassam et.al. | 2506.12542 | translate | read | null |
| 2025-06-13 | GeistBERT: Breathing Life into German NLP | Raphael Scheible-Schmitt et.al. | 2506.11903 | translate | read | null |
| 2025-06-13 | Evaluating Fairness and Mitigating Bias in Machine Learning: A Novel Technique using Tensor Data and Bayesian Regression | Kuniko Paxton et.al. | 2506.11627 | translate | read | null |
| 2025-06-13 | Machine Unlearning for Robust DNNs: Attribution-Guided Partitioning and Neuron Pruning in Noisy Environments | Deliang Jin et.al. | 2506.11615 | translate | read | null |
| 2025-06-13 | Black-Box Edge AI Model Selection with Conformal Latency and Accuracy Guarantees | Anders E. Kalør et.al. | 2506.11391 | translate | read | null |
| 2025-06-12 | SNR and Resource Adaptive Deep JSCC for Distributed IoT Image Classification | Ali Waqas et.al. | 2506.10699 | translate | read | null |
| 2025-06-13 | PiPViT: Patch-based Visual Interpretable Prototypes for Retinal Image Analysis | Marzieh Oghbaie et.al. | 2506.10669 | translate | read | link |
| 2025-06-12 | Boosting Adversarial Transferability for Hyperspectral Image Classification Using 3D Structure-invariant Transformation and Intermediate Feature Distance | Chun Liu et.al. | 2506.10459 | translate | read | null |
| 2025-06-12 | Can We Infer Confidential Properties of Training Data from LLMs? | Penguin Huang et.al. | 2506.10364 | translate | read | null |
| 2025-06-12 | Flick: Few Labels Text Classification using K-Aware Intermediate Learning in Multi-Task Low-Resource Languages | Ali Almutairi et.al. | 2506.10292 | translate | read | null |
| 2025-06-11 | FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification | Jun Bai et.al. | 2506.10207 | translate | read | null |
| 2025-06-11 | Detecção da Psoríase Utilizando Visão Computacional: Uma Abordagem Comparativa Entre CNNs e Vision Transformers | Natanael Lucena et.al. | 2506.10119 | translate | read | null |
| 2025-06-11 | DeepTraverse: A Depth-First Search Inspired Network for Algorithmic Visual Understanding | Bin Guo et.al. | 2506.10084 | translate | read | null |
| 2025-06-11 | Evidential Deep Learning with Spectral-Spatial Uncertainty Disentanglement for Open-Set Hyperspectral Domain Generalization | Amirreza Khoshbakht et.al. | 2506.09460 | translate | read | null |
| 2025-06-11 | MSSDF: Modality-Shared Self-supervised Distillation for High-Resolution Multi-modal Remote Sensing Image Learning | Tong Wang et.al. | 2506.09327 | translate | read | null |
| 2025-06-10 | ScalableHD: Scalable and High-Throughput Hyperdimensional Computing Inference on Multi-Core CPUs | Dhruv Parikh et.al. | 2506.09282 | translate | read | null |
| 2025-06-10 | Hyperbolic Dual Feature Augmentation for Open-Environment | Peilin Yu et.al. | 2506.08906 | translate | read | null |
| 2025-06-10 | Normalized Radon Cumulative Distribution Transforms for Invariance and Robustness in Optimal Transport Based Image Classification | Matthias Beckmann et.al. | 2506.08761 | translate | read | null |
| 2025-06-12 | InceptionMamba: An Efficient Hybrid Network with Large Band Convolution and Bottleneck Mamba | Yuhang Wang et.al. | 2506.08735 | translate | read | null |
| 2025-06-10 | Biologically Inspired Deep Learning Approaches for Fetal Ultrasound Image Classification | Rinat Prochii et.al. | 2506.08623 | translate | read | null |
| 2025-06-10 | mSTEB: Massively Multilingual Evaluation of LLMs on Speech and Text Tasks | Luel Hagos Beyene et.al. | 2506.08400 | translate | read | null |
| 2025-06-10 | An Adaptive Method Stabilizing Activations for Enhanced Generalization | Hyunseok Seung et.al. | 2506.08353 | translate | read | null |
| 2025-06-11 | Hyperspectral Image Classification via Transformer-based Spectral-Spatial Attention Decoupling and Adaptive Gating | Guandong Li et.al. | 2506.08324 | translate | read | null |
| 2025-06-09 | TokenBreak: Bypassing Text Classification Models Through Token Manipulation | Kasimir Schulz et.al. | 2506.07948 | translate | read | null |
| 2025-06-09 | MultiMatch: Multihead Consistency Regularization Matching for Semi-Supervised Text Classification | Iustin Sirbu et.al. | 2506.07801 | translate | read | null |
| 2025-06-09 | Improving Memory Efficiency for Training KANs via Meta Learning | Zhangchi Zhao et.al. | 2506.07549 | translate | read | null |
| 2025-06-09 | Mind the Gap: Removing the Discretization Gap in Differentiable Logic Gate Networks | Shakir Yousefi et.al. | 2506.07500 | translate | read | null |
| 2025-06-08 | Mobility-Aware Asynchronous Federated Learning with Dynamic Sparsification | Jintao Yan et.al. | 2506.07328 | translate | read | null |
| 2025-06-08 | A Stable Whitening Optimizer for Efficient Neural Network Training | Kevin Frans et.al. | 2506.07254 | translate | read | null |
| 2025-06-08 | Hierarchical Feature-level Reverse Propagation for Post-Training Neural Networks | Ni Ding et.al. | 2506.07188 | translate | read | null |
| 2025-06-08 | CTDGSI: A comprehensive exploitation of instance selection methods for automatic text classification. VII Concurso de Teses, Dissertações e Trabalhos de Graduação em SI – XXI Simpósio Brasileiro de Sistemas de Informação | Washington Cunha et.al. | 2506.07169 | translate | read | null |
| 2025-06-08 | pFedSOP : Accelerating Training Of Personalized Federated Learning Using Second-Order Optimization | Mrinmay Sen et.al. | 2506.07159 | translate | read | null |
| 2025-06-07 | Rewriting the Budget: A General Framework for Black-Box Attacks Under Cost Asymmetry | Mahdi Salmani et.al. | 2506.06933 | translate | read | null |
| 2025-06-06 | Eigenspectrum Analysis of Neural Networks without Aspect Ratio Bias | Yuanzhe Hu et.al. | 2506.06280 | translate | read | null |
| 2025-06-06 | FPDANet: A Multi-Section Classification Model for Intelligent Screening of Fetal Ultrasound | Minglang Chen et.al. | 2506.06054 | translate | read | null |
| 2025-06-06 | Enhancing Orthopox Image Classification Using Hybrid Machine Learning and Deep Learning Models | Alejandro Puente-Castro et.al. | 2506.06007 | translate | read | null |
| 2025-06-06 | LTG at SemEval-2025 Task 10: Optimizing Context for Classification of Narrative Roles | Egil Rønningstad et.al. | 2506.05976 | translate | read | null |
| 2025-06-06 | Integer Binary-Range Alignment Neuron for Spiking Neural Networks | Binghao Ye et.al. | 2506.05679 | translate | read | null |
| 2025-06-05 | FRAME: Pre-Training Video Feature Representations via Anticipation and Memory | Sethuraman TV et.al. | 2506.05543 | translate | read | null |
| 2025-06-05 | Spectral Graph Neural Networks are Incomplete on Graphs with a Simple Spectrum | Snir Hordan et.al. | 2506.05530 | translate | read | null |
| 2025-06-05 | Robustness Evaluation for Video Models with Reinforcement Learning | Ashwin Ramesh Babu et.al. | 2506.05431 | translate | read | null |
| 2025-06-05 | Interpretable Few-Shot Image Classification via Prototypical Concept-Guided Mixture of LoRA Experts | Zhong Ji et.al. | 2506.04673 | translate | read | null |
| 2025-06-04 | Deep Learning for Absorption-Image Analysis | Jacob Morrey et.al. | 2506.04517 | translate | read | null |
| 2025-06-04 | KOALA++: Efficient Kalman-Based Optimization of Neural Networks with Gradient-Covariance Products | Zixuan Xia et.al. | 2506.04432 | translate | read | null |
| 2025-06-04 | Benchmarking Time-localized Explanations for Audio Classification Models | Cecilia Bolaños et.al. | 2506.04391 | translate | read | null |
| 2025-06-04 | Hierarchical Text Classification Using Contrastive Learning Informed Path Guided Hierarchy | Neeraj Agrawal et.al. | 2506.04381 | translate | read | null |
| 2025-06-04 | Recent Advances in Medical Image Classification | Loan Dao et.al. | 2506.04129 | translate | read | null |
| 2025-06-04 | Prompt Candidates, then Distill: A Teacher-Student Framework for LLM-driven Data Annotation | Mingxuan Xia et.al. | 2506.03857 | translate | read | null |
| 2025-06-04 | RhoDARTS: Differentiable Quantum Architecture Search with Density Matrix Simulations | Swagat Kumar et.al. | 2506.03697 | translate | read | null |
| 2025-06-04 | Directional Non-Commutative Monoidal Embeddings for MNIST | Mahesh Godavarti et.al. | 2506.03472 | translate | read | null |
| 2025-06-03 | RoNFA: Robust Neural Field-based Approach for Few-Shot Image Classification with Noisy Labels | Nan Xiang et.al. | 2506.03461 | translate | read | null |
| 2025-06-02 | Quantifying task-relevant representational similarity using decision variable correlation | Yu et.al. | 2506.02164 | translate | read | null |
| 2025-06-02 | Towards Better Generalization and Interpretability in Unsupervised Concept-Based Models | Francesco De Santis et.al. | 2506.02092 | translate | read | null |
| 2025-06-02 | OD3: Optimization-free Dataset Distillation for Object Detection | Salwa K. Al Khatib et.al. | 2506.01942 | translate | read | null |
| 2025-06-02 | Generalized Gradient Norm Clipping & Non-Euclidean $(L_0,L_1)$ -Smoothness | Thomas Pethick et.al. | 2506.01913 | translate | read | null |
| 2025-06-02 | Beyond Static Responses: Multi-Agent LLM Systems as a New Paradigm for Social Science Research | Jennifer Haase et.al. | 2506.01839 | translate | read | null |
| 2025-06-02 | mdok of KInIT: Robustly Fine-tuned LLM for Binary and Multiclass AI-Generated Text Detection | Dominik Macko et.al. | 2506.01702 | translate | read | null |
| 2025-06-02 | Data Pruning by Information Maximization | Haoru Tan et.al. | 2506.01701 | translate | read | null |
| 2025-06-02 | Domain Lexical Knowledge-based Word Embedding Learning for Text Classification under Small Data | Zixiao Zhu et.al. | 2506.01621 | translate | read | null |
| 2025-06-02 | Speed-up of Vision Transformer Models by Attention-aware Token Filtering | Takahiro Naruko et.al. | 2506.01519 | translate | read | null |
| 2025-06-02 | A Novel Context-Adaptive Fusion of Shadow and Highlight Regions for Efficient Sonar Image Classification | Kamal Basha S et.al. | 2506.01445 | translate | read | null |
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