Classification - 2025-10

Publish Date Title Authors PDF Translate Read Code
2025-10-31 Cross-fluctuation phase transitions reveal sampling dynamics in diffusion models Sai Niranjan Ramachandran et.al. 2511.00124 translate read null
2025-10-28 ReLaX-Net: Reusing Layers for Parameter-Efficient Physical Neural Networks Kohei Tsuchiyama et.al. 2511.00044 translate read null
2025-10-31 C-LEAD: Contrastive Learning for Enhanced Adversarial Defense Suklav Ghosh et.al. 2510.27249 translate read null
2025-10-31 SpecAware: A Spectral-Content Aware Foundation Model for Unifying Multi-Sensor Learning in Hyperspectral Remote Sensing Mapping Renjie Ji et.al. 2510.27219 translate read null
2025-10-31 AFM-Net: Advanced Fusing Hierarchical CNN Visual Priors with Global Sequence Modeling for Remote Sensing Image Scene Classification Yuanhao Tang et.al. 2510.27155 translate read link
2025-10-30 Overspecified Mixture Discriminant Analysis: Exponential Convergence, Statistical Guarantees, and Remote Sensing Applications Arman Bolatov et.al. 2510.27056 translate read null
2025-10-30 Non-Convex Over-the-Air Heterogeneous Federated Learning: A Bias-Variance Trade-off Muhammad Faraz Ul Abrar et.al. 2510.26722 translate read null
2025-10-30 FlowQ-Net: A Generative Framework for Automated Quantum Circuit Design Jun Dai et.al. 2510.26688 translate read null
2025-10-30 Do Students Debias Like Teachers? On the Distillability of Bias Mitigation Methods Jiali Cheng et.al. 2510.26038 translate read null
2025-10-29 Binaspect – A Python Library for Binaural Audio Analysis, Visualization & Feature Generation Dan Barry et.al. 2510.25714 translate read null
2025-10-29 Monitoring the calibration of probability forecasts with an application to concept drift detection involving image classification Christopher T. Franck et.al. 2510.25573 translate read null
2025-10-29 Neighborhood Feature Pooling for Remote Sensing Image Classification Fahimeh Orvati Nia et.al. 2510.25077 translate read null
2025-10-29 Joint Analysis of Acoustic Scenes and Sound Events Based on Semi-Supervised Training of Sound Events With Partial Labels Keisuke Imoto et.al. 2510.25075 translate read null
2025-10-28 Fair Indivisible Payoffs through Shapley Value Mikołaj Czarnecki et.al. 2510.24906 translate read null
2025-10-25 CFL-SparseMed: Communication-Efficient Federated Learning for Medical Imaging with Top-k Sparse Updates Gousia Habib et.al. 2510.24776 translate read null
2025-10-28 All in one timestep: Enhancing Sparsity and Energy efficiency in Multi-level Spiking Neural Networks Andrea Castagnetti et.al. 2510.24637 translate read null
2025-10-28 Few-Shot Remote Sensing Image Scene Classification with CLIP and Prompt Learning Ivica Dimitrovski et.al. 2510.24321 translate read null
2025-10-26 Quantum Machine Learning for Image Classification: A Hybrid Model of Residual Network with Quantum Support Vector Machine Md. Farhan Shahriyar et.al. 2510.23659 translate read null
2025-10-27 iPac: Incorporating Intra-image Patch Context into Graph Neural Networks for Medical Image Classification Usama Zidan et.al. 2510.23504 translate read null
2025-10-27 Mixed Precision Training of Neural ODEs Elena Celledoni et.al. 2510.23498 translate read null
2025-10-27 Human-AI Collaborative Uncertainty Quantification Sima Noorani et.al. 2510.23476 translate read null
2025-10-27 CURVETE: Curriculum Learning and Progressive Self-supervised Training for Medical Image Classification Asmaa Abbas et.al. 2510.23442 translate read null
2025-10-27 One-Timestep is Enough: Achieving High-performance ANN-to-SNN Conversion via Scale-and-Fire Neurons Qiuyang Chen et.al. 2510.23383 translate read null
2025-10-27 The Benchmarking Epistemology: Construct Validity for Evaluating Machine Learning Models Timo Freiesleben et.al. 2510.23191 translate read null
2025-10-27 Generating Auxiliary Tasks with Reinforcement Learning Judah Goldfeder et.al. 2510.22940 translate read null
2025-10-26 SALSA: Single-pass Autoregressive LLM Structured Classification Ruslan Berdichevsky et.al. 2510.22691 translate read null
2025-10-26 Alias-Free ViT: Fractional Shift Invariance via Linear Attention Hagay Michaeli et.al. 2510.22673 translate read null
2025-10-25 Stable neural networks and connections to continuous dynamical systems Matthias J. Ehrhardt et.al. 2510.22299 translate read null
2025-10-25 WAON: Large-Scale and High-Quality Japanese Image-Text Pair Dataset for Vision-Language Models Issa Sugiura et.al. 2510.22276 translate read null
2025-10-25 Simplifying Knowledge Transfer in Pretrained Models Siddharth Jain et.al. 2510.22208 translate read null
2025-10-23 Framework for Machine Evaluation of Reasoning Completeness in Large Language Models For Classification Tasks Avinash Patil et.al. 2510.21884 translate read null
2025-10-23 TernaryCLIP: Efficiently Compressing Vision-Language Models with Ternary Weights and Distilled Knowledge Shu-Hao Zhang et.al. 2510.21879 translate read null
2025-10-22 Towards Accurate and Efficient Waste Image Classification: A Hybrid Deep Learning and Machine Learning Approach Ngoc-Bao-Quang Nguyen et.al. 2510.21833 translate read null
2025-10-13 A Multi-lingual Dataset of Classified Paragraphs from Open Access Scientific Publications Eric Jeangirard et.al. 2510.21762 translate read null
2025-10-24 Head Pursuit: Probing Attention Specialization in Multimodal Transformers Lorenzo Basile et.al. 2510.21518 translate read null
2025-10-24 Compressing Quaternion Convolutional Neural Networks for Audio Classification Arshdeep Singh et.al. 2510.21388 translate read null
2025-10-24 Weak-to-Strong Generalization under Distribution Shifts Myeongho Jeon et.al. 2510.21332 translate read null
2025-10-24 VL-SAE: Interpreting and Enhancing Vision-Language Alignment with a Unified Concept Set Shufan Shen et.al. 2510.21323 translate read link
2025-10-23 H-SPLID: HSIC-based Saliency Preserving Latent Information Decomposition Lukas Miklautz et.al. 2510.20627 translate read null
2025-10-23 Breakdance Video classification in the age of Generative AI Sauptik Dhar et.al. 2510.20287 translate read null
2025-10-22 Improving Predictive Confidence in Medical Imaging via Online Label Smoothing Kushan Choudhury et.al. 2510.20011 translate read null
2025-10-22 Uncertainty evaluation of segmentation models for Earth observation Melanie Rey et.al. 2510.19586 translate read null
2025-10-22 AegisRF: Adversarial Perturbations Guided with Sensitivity for Protecting Intellectual Property of Neural Radiance Fields Woo Jae Kim et.al. 2510.19371 translate read null
2025-10-22 AMAuT: A Flexible and Efficient Multiview Audio Transformer Framework Trained from Scratch Weichuang Shao et.al. 2510.19368 translate read null
2025-10-22 Feature Space Adaptation for Robust Model Fine-Tuning Peng Wang et.al. 2510.19155 translate read null
2025-10-21 Robustness Verification of Graph Neural Networks Via Lightweight Satisfiability Testing Chia-Hsuan Lu et.al. 2510.18591 translate read null
2025-10-21 DWaste: Greener AI for Waste Sorting using Mobile and Edge Devices Suman Kunwar et.al. 2510.18513 translate read null
2025-10-21 ScaleNet: Scaling up Pretrained Neural Networks with Incremental Parameters Zhiwei Hao et.al. 2510.18431 translate read null
2025-10-21 Learning from N-Tuple Data with M Positive Instances: Unbiased Risk Estimation and Theoretical Guarantees Miao Zhang et.al. 2510.18406 translate read null
2025-10-21 Ensembling Pruned Attention Heads For Uncertainty-Aware Efficient Transformers Firas Gabetni et.al. 2510.18358 translate read null
2025-10-21 Adaptive Per-Channel Energy Normalization Front-end for Robust Audio Signal Processing Hanyu Meng et.al. 2510.18206 translate read null
2025-10-18 Advances in Pre-trained Language Models for Domain-Specific Text Classification: A Systematic Review Zhyar Rzgar K. Rostam et.al. 2510.17892 translate read null
2025-10-10 MAT-Agent: Adaptive Multi-Agent Training Optimization Jusheng Zhang et.al. 2510.17845 translate read null
2025-10-20 Reliable Inference in Edge-Cloud Model Cascades via Conformal Alignment Jiayi Huang et.al. 2510.17543 translate read null
2025-10-20 BenCao: An Instruction-Tuned Large Language Model for Traditional Chinese Medicine Jiacheng Xie et.al. 2510.17415 translate read null
2025-10-20 DDSC: Dynamic Dual-Signal Curriculum for Data-Efficient Acoustic Scene Classification under Domain Shift Peihong Zhang et.al. 2510.17345 translate read null
2025-10-20 EndoCIL: A Class-Incremental Learning Framework for Endoscopic Image Classification Bingrong Liu et.al. 2510.17200 translate read null
2025-10-19 ReclAIm: A multi-agent framework for degradation-aware performance tuning of medical imaging AI Eleftherios Tzanis et.al. 2510.17004 translate read null
2025-10-18 Adversarially Robust Quantum Transfer Learning Amena Khatun et.al. 2510.16301 translate read null
2025-10-17 Expert Merging in Sparse Mixture of Experts with Nash Bargaining Dung V. Nguyen et.al. 2510.16138 translate read null
2025-10-18 Differentiable, Bit-shifting, and Scalable Quantization without training neural network from scratch Zia Badar et.al. 2510.16088 translate read null
2025-10-17 Data-Driven Analysis of Intersectional Bias in Image Classification: A Framework with Bias-Weighted Augmentation Farjana Yesmin et.al. 2510.16072 translate read null
2025-10-17 FedPURIN: Programmed Update and Reduced INformation for Sparse Personalized Federated Learning Lunchen Xie et.al. 2510.16065 translate read null
2025-10-14 Layer-Aware Influence for Online Data Valuation Estimation Ziao Yang et.al. 2510.16007 translate read null
2025-10-17 Balanced Multi-Task Attention for Satellite Image Classification: A Systematic Approach to Achieving 97.23% Accuracy on EuroSAT Without Pre-Training Aditya Vir et.al. 2510.15527 translate read null
2025-10-17 A Tsetlin Machine Image Classification Accelerator on a Flexible Substrate Yushu Qin et.al. 2510.15519 translate read null
2025-10-17 Adaptive transfer learning for surgical tool presence detection in laparoscopic videos through gradual freezing fine-tuning Ana Davila et.al. 2510.15372 translate read null
2025-10-16 Fourier Transform Multiple Instance Learning for Whole Slide Image Classification Anthony Bilic et.al. 2510.15138 translate read null
2025-10-16 Programmatic Representation Learning with Language Models Gabriel Poesia et.al. 2510.14825 translate read null
2025-10-16 Rethinking Hebbian Principle: Low-Dimensional Structural Projection for Unsupervised Learning Shikuang Deng et.al. 2510.14810 translate read null
2025-10-16 Free-Grained Hierarchical Recognition Seulki Park et.al. 2510.14737 translate read null
2025-10-16 Camera Movement Classification in Historical Footage: A Comparative Study of Deep Video Models Tingyu Lin et.al. 2510.14713 translate read null
2025-10-16 FedPPA: Progressive Parameter Alignment for Personalized Federated Learning Maulidi Adi Prasetia et.al. 2510.14698 translate read null
2025-10-16 Geometric Moment Alignment for Domain Adaptation via Siegel Embeddings Shayan Gharib et.al. 2510.14666 translate read null
2025-10-16 Vision Mamba for Permeability Prediction of Porous Media Ali Kashefi et.al. 2510.14516 translate read null
2025-10-15 NAPPure: Adversarial Purification for Robust Image Classification under Non-Additive Perturbations Junjie Nan et.al. 2510.14025 translate read null
2025-10-14 MultiFoodhat: A potential new paradigm for intelligent food quality inspection Yue Hu et.al. 2510.13889 translate read null
2025-10-14 Large Language Model Agents Enable Autonomous Design and Image Analysis of Microwell Microfluidics Dinh-Nguyen Nguyen et.al. 2510.13883 translate read null
2025-10-15 Multi-Scale High-Resolution Logarithmic Grapher Module for Efficient Vision GNNs Mustafa Munir et.al. 2510.13740 translate read null
2025-10-15 Automated document processing system for government agencies using DBNET++ and BART models Aya Kaysan Bahjat et.al. 2510.13303 translate read null
2025-10-15 Approximate Bilevel Graph Structure Learning for Histopathology Image Classification Sudipta Paul et.al. 2510.13188 translate read null
2025-10-14 ProtoSiTex: Learning Semi-Interpretable Prototypes for Multi-label Text Classification Utsav Kumar Nareti et.al. 2510.12534 translate read null
2025-10-14 A Function Centric Perspective On Flat and Sharp Minima Israel Mason-Williams et.al. 2510.12451 translate read null
2025-10-14 Deep Attention-guided Adaptive Subsampling Sharath M Shankaranarayana et.al. 2510.12376 translate read null
2025-10-14 Hybrid Vision Transformer and Quantum Convolutional Neural Network for Image Classification Mingzhu Wang et.al. 2510.12291 translate read null
2025-10-14 State Space Prompting via Gathering and Spreading Spatio-Temporal Information for Video Understanding Jiahuan Zhou et.al. 2510.12160 translate read null
2025-10-14 A Review on Domain Adaption and Generative Adversarial Networks(GANs) Aashish Dhawan et.al. 2510.12075 translate read null
2025-10-13 Evaluating the Explainability of Vision Transformers in Medical Imaging Leili Barekatain et.al. 2510.12021 translate read null
2025-10-13 Bayesian Topological Convolutional Neural Nets Sarah Harkins Dayton et.al. 2510.11704 translate read null
2025-10-13 Benchmarking foundation models for hyperspectral image classification: Application to cereal crop type mapping Walid Elbarz et.al. 2510.11576 translate read null
2025-10-13 Investigating Large Language Models’ Linguistic Abilities for Text Preprocessing Marco Braga et.al. 2510.11482 translate read null
2025-10-13 GADA: Graph Attention-based Detection Aggregation for Ultrasound Video Classification Li Chen et.al. 2510.11437 translate read null
2025-10-13 Exploring and Leveraging Class Vectors for Classifier Editing Jaeik Kim et.al. 2510.11268 translate read null
2025-10-13 Multiview Manifold Evidential Fusion for PolSAR Image Classification Junfei Shi et.al. 2510.11171 translate read null
2025-10-13 One Size Does Not Fit All: Exploring Variable Thresholds for Distance-Based Multi-Label Text Classification Jens Van Nooten et.al. 2510.11160 translate read null
2025-10-13 Efficient Edge Test-Time Adaptation via Latent Feature Coordinate Correction Xinyu Luo et.al. 2510.11068 translate read null
2025-10-12 Identifying bias in CNN image classification using image scrambling and transforms Sai Teja Erukude et.al. 2510.10383 translate read null
2025-10-11 Weed Out, Then Harvest: Dual Low-Rank Adaptation is an Effective Noisy Label Detector for Noise-Robust Learning Bo Yuan et.al. 2510.10208 translate read null
2025-10-11 Lightweight Baselines for Medical Abstract Classification: DistilBERT with Cross-Entropy as a Strong Default Jiaqi Liu et.al. 2510.10025 translate read null
2025-10-10 Phase-Aware Deep Learning with Complex-Valued CNNs for Audio Signal Applications Naman Agrawal et.al. 2510.09926 translate read null
2025-10-10 One Sentence, Two Embeddings: Contrastive Learning of Explicit and Implicit Semantic Representations Kohei Oda et.al. 2510.09293 translate read null
2025-10-10 Instance-Level Generation for Representation Learning Yankun Wu et.al. 2510.09171 translate read null
2025-10-10 Exploring Single Domain Generalization of LiDAR-based Semantic Segmentation under Imperfect Labels Weitong Kong et.al. 2510.09035 translate read null
2025-10-10 Defense against Unauthorized Distillation in Image Restoration via Feature Space Perturbation Han Hu et.al. 2510.08925 translate read null
2025-10-09 The Boundaries of Fair AI in Medical Image Prognosis: A Causal Perspective Thai-Hoang Pham et.al. 2510.08840 translate read null
2025-10-09 Structured Output Regularization: a framework for few-shot transfer learning Nicolas Ewen et.al. 2510.08728 translate read null
2025-10-09 Entropy Regularizing Activation: Boosting Continuous Control, Large Language Models, and Image Classification with Activation as Entropy Constraints Zilin Kang et.al. 2510.08549 translate read null
2025-10-09 Efficient Prompt Optimisation for Legal Text Classification with Proxy Prompt Evaluator Hyunji Lee et.al. 2510.08524 translate read null
2025-10-09 Adaptive Gradient Calibration for Single-Positive Multi-Label Learning in Remote Sensing Image Scene Classification Chenying Liu et.al. 2510.08269 translate read null
2025-10-09 Enhancing Visual Prompting through Expanded Transformation Space and Overfitting Mitigation Shohei Enomoto et.al. 2510.07823 translate read null
2025-10-08 Multi-Task Pre-Finetuning of Lightweight Transformer Encoders for Text Classification and NER Junyi Zhu et.al. 2510.07566 translate read null
2025-10-08 Label Semantics for Robust Hyperspectral Image Classification Rafin Hassan et.al. 2510.07556 translate read null
2025-10-08 Reasoning for Hierarchical Text Classification: The Case of Patents Lekang Jiang et.al. 2510.07167 translate read null
2025-10-08 Few-Shot Adaptation Benchmark for Remote Sensing Vision-Language Models Karim El Khoury et.al. 2510.07135 translate read link
2025-10-08 Textual interpretation of transient image classifications from large language models Fiorenzo Stoppa et.al. 2510.06931 translate read null
2025-10-08 Lamb wave-based MVDR imaging and CNN classification of defects in pipelines Shuangshuang Li et.al. 2510.06899 translate read null
2025-10-08 Continual Action Quality Assessment via Adaptive Manifold-Aligned Graph Regularization Kanglei Zhou et.al. 2510.06842 translate read null
2025-10-08 CLAQS: Compact Learnable All-Quantum Token Mixer with Shared-ansatz for Text Classification Junhao Chen et.al. 2510.06532 translate read null
2025-10-02 User to Video: A Model for Spammer Detection Inspired by Video Classification Technology Haoyang Zhang et.al. 2510.06233 translate read null
2025-10-07 Shaken or Stirred? An Analysis of MetaFormer’s Token Mixing for Medical Imaging Ron Keuth et.al. 2510.05971 translate read null
2025-10-07 Leveraging Vision Transformers for Enhanced Classification of Emotions using ECG Signals Pubudu L. Indrasiri et.al. 2510.05826 translate read null
2025-10-07 A Novel Technique for Robust Training of Deep Networks With Multisource Weak Labeled Remote Sensing Data Gianmarco Perantoni et.al. 2510.05760 translate read null
2025-10-07 Large Language Model-Based Uncertainty-Adjusted Label Extraction for Artificial Intelligence Model Development in Upper Extremity Radiography Hanna Kreutzer et.al. 2510.05664 translate read null
2025-10-06 NASP-T: A Fuzzy Neuro-Symbolic Transformer for Logic-Constrained Aviation Safety Report Classification Fadi Al Machot et.al. 2510.05451 translate read null
2025-10-06 Neuroplastic Modular Framework: Cross-Domain Image Classification of Garbage and Industrial Surfaces Debojyoti Ghosh et.al. 2510.05071 translate read null
2025-10-06 AWARE, Beyond Sentence Boundaries: A Contextual Transformer Framework for Identifying Cultural Capital in STEM Narratives Khalid Mehtab Khan et.al. 2510.04983 translate read null
2025-10-06 REN: Anatomically-Informed Mixture-of-Experts for Interstitial Lung Disease Diagnosis Alec K. Peltekian et.al. 2510.04923 translate read null
2025-10-06 A Semantics-Aware Hierarchical Self-Supervised Approach to Classification of Remote Sensing Images Giulio Weikmann et.al. 2510.04916 translate read null
2025-10-06 ERDE: Entropy-Regularized Distillation for Early-exit Martial Guidez et.al. 2510.04856 translate read null
2025-10-06 Federated Learning for Surgical Vision in Appendicitis Classification: Results of the FedSurg EndoVis 2024 Challenge Max Kirchner et.al. 2510.04772 translate read null
2025-10-06 Do Superpixel Segmentation Methods Influence Deforestation Image Classification? Hugo Resende et.al. 2510.04645 translate read null
2025-10-06 A Spatial-Spectral-Frequency Interactive Network for Multimodal Remote Sensing Classification Hao Liu et.al. 2510.04628 translate read null
2025-10-05 LLM Based Bayesian Optimization for Prompt Search Adam Ballew et.al. 2510.04384 translate read null
2025-10-05 Unmasking Backdoors: An Explainable Defense via Gradient-Attention Anomaly Scoring for Pre-trained Language Models Anindya Sundar Das et.al. 2510.04347 translate read null
2025-10-05 SliceMoE: Routing Embedding Slices Instead of Tokens for Fine-Grained and Balanced Transformer Scaling Harshil Vejendla et.al. 2510.04286 translate read null
2025-10-05 From Segments to Concepts: Interpretable Image Classification via Concept-Guided Segmentation Ran Eisenberg et.al. 2510.04180 translate read null
2025-10-05 Quantization Range Estimation for Convolutional Neural Networks Bingtao Yang et.al. 2510.04044 translate read link
2025-10-05 Replacing Softmax Similarity with a Sharpened Angular Similarity: Theory and Practice of Scaling To Billion-Context Attention Sahil Joshi et.al. 2510.04008 translate read null
2025-10-04 Zero-Shot Fine-Grained Image Classification Using Large Vision-Language Models Md. Atabuzzaman et.al. 2510.03903 translate read null
2025-10-04 Cross-View Open-Vocabulary Object Detection in Aerial Imagery Jyoti Kini et.al. 2510.03858 translate read null
2025-10-04 Lightweight and Generalizable Acoustic Scene Representations via Contrastive Fine-Tuning and Distillation Kuang Yuan et.al. 2510.03728 translate read null
2025-10-04 Exploring the Hierarchical Reasoning Model for Small Natural-Image Classification Without Augmentation Alexander V. Mantzaris et.al. 2510.03598 translate read null
2025-10-03 What is a protest anyway? Codebook conceptualization is still a first-order concern in LLM-era classification Andrew Halterman et.al. 2510.03541 translate read null
2025-10-03 A Robust Clustered Federated Learning Approach for Non-IID Data with Quantity Skew Michael Ben Ali et.al. 2510.03380 translate read null
2025-10-02 Error correction in multiclass image classification of facial emotion on unbalanced samples Andrey A. Lebedev et.al. 2510.03337 translate read null
2025-10-01 SVDefense: Effective Defense against Gradient Inversion Attacks via Singular Value Decomposition Chenxiang Luo et.al. 2510.03319 translate read null
2025-10-03 Test-Time Defense Against Adversarial Attacks via Stochastic Resonance of Latent Ensembles Dong Lao et.al. 2510.03224 translate read null
2025-10-02 In-memory Training on Analog Devices with Limited Conductance States via Multi-tile Residual Learning Jindan Li et.al. 2510.02516 translate read null
2025-10-02 Knowledge Distillation Detection for Open-weights Models Qin Shi et.al. 2510.02302 translate read null
2025-10-02 microCLIP: Unsupervised CLIP Adaptation via Coarse-Fine Token Fusion for Fine-Grained Image Classification Sathira Silva et.al. 2510.02270 translate read null
2025-10-02 StelLA: Subspace Learning in Low-rank Adaptation using Stiefel Manifold Zhizhong Li et.al. 2510.01938 translate read null
2025-10-02 A Methodology for Transparent Logic-Based Classification Using a Multi-Task Convolutional Tsetlin Machine Mayur Kishor Shende et.al. 2510.01906 translate read null
2025-10-01 Intuitions of Machine Learning Researchers about Transfer Learning for Medical Image Classification Yucheng Lu et.al. 2510.00902 translate read null
2025-10-01 Uncertainty-Aware Concept Bottleneck Models with Enhanced Interpretability Haifei Zhang et.al. 2510.00773 translate read null
2025-10-01 Quantum Probabilistic Label Refining: Enhancing Label Quality for Robust Image Classification Fang Qi et.al. 2510.00528 translate read null

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