Classification - 2025-07

Publish Date Title Authors PDF Translate Read Code
2025-07-30 XAutoLM: Efficient Fine-Tuning of Language Models via Meta-Learning and AutoML Ernesto L. Estevanell-Valladares et.al. 2508.00924 translate read null
2025-07-31 Object-Centric Cropping for Visual Few-Shot Classification Aymane Abdali et.al. 2508.00218 translate read null
2025-07-31 Explainable Image Classification with Reduced Overconfidence for Tissue Characterisation Alfie Roddan et.al. 2507.23709 translate read null
2025-07-31 I Am Big, You Are Little; I Am Right, You Are Wrong David A. Kelly et.al. 2507.23509 translate read null
2025-07-31 Causal Identification of Sufficient, Contrastive and Complete Feature Sets in Image Classification David A Kelly et.al. 2507.23497 translate read null
2025-07-31 Smart Video Capsule Endoscopy: Raw Image-Based Localization for Enhanced GI Tract Investigation Oliver Bause et.al. 2507.23398 translate read null
2025-07-31 Popov Mirror-Prox Method for Variational Inequalities Abhishek Chakraborty et.al. 2507.23395 translate read null
2025-07-31 Analysis of Hyperparameter Optimization Effects on Lightweight Deep Models for Real-Time Image Classification Vineet Kumar Rakesh et.al. 2507.23315 translate read null
2025-07-30 Vocabulary-free Fine-grained Visual Recognition via Enriched Contextually Grounded Vision-Language Model Dmitry Demidov et.al. 2507.23070 translate read null
2025-07-30 Tricks and Plug-ins for Gradient Boosting in Image Classification Biyi Fang et.al. 2507.22842 translate read null
2025-07-30 Label-free estimation of clinically relevant performance metrics under distribution shifts Tim Flühmann et.al. 2507.22776 translate read null
2025-07-30 RainbowPrompt: Diversity-Enhanced Prompt-Evolving for Continual Learning Kiseong Hong et.al. 2507.22553 translate read null
2025-07-30 LoReUn: Data Itself Implicitly Provides Cues to Improve Machine Unlearning Xiang Li et.al. 2507.22499 translate read null
2025-07-30 Visual Language Models as Zero-Shot Deepfake Detectors Viacheslav Pirogov et.al. 2507.22469 translate read null
2025-07-29 HOG-CNN: Integrating Histogram of Oriented Gradients with Convolutional Neural Networks for Retinal Image Classification Faisal Ahmed et.al. 2507.22274 translate read null
2025-07-29 LLM-based Content Classification Approach for GitHub Repositories by the README Files Malik Uzair Mehmood et.al. 2507.21899 translate read null
2025-07-29 Improving Neural Network Training using Dynamic Learning Rate Schedule for PINNs and Image Classification D. Veerababu et.al. 2507.21749 translate read null
2025-07-29 Ethical Classification of Non-Coding Contributions in Open-Source Projects via Large Language Models Sergio Cobos et.al. 2507.21583 translate read null
2025-07-28 Evaluating Deep Learning Models for African Wildlife Image Classification: From DenseNet to Vision Transformers Lukman Jibril Aliyu et.al. 2507.21364 translate read null
2025-07-28 Can human clinical rationales improve the performance and explainability of clinical text classification models? Christoph Metzner et.al. 2507.21302 translate read null
2025-07-28 Dual Guidance Semi-Supervised Action Detection Ankit Singh et.al. 2507.21247 translate read null
2025-07-27 Contrast-CAT: Contrasting Activations for Enhanced Interpretability in Transformer-based Text Classifiers Sungmin Han et.al. 2507.21186 translate read null
2025-07-24 Comparative Analysis of Vision Transformers and Convolutional Neural Networks for Medical Image Classification Kunal Kawadkar et.al. 2507.21156 translate read null
2025-07-28 Compositional Function Networks: A High-Performance Alternative to Deep Neural Networks with Built-in Interpretability Fang Li et.al. 2507.21004 translate read null
2025-07-28 Lightweight Remote Sensing Scene Classification on Edge Devices via Knowledge Distillation and Early-exit Yang Zhao et.al. 2507.20623 translate read null
2025-07-28 PhaseNAS: Language-Model Driven Architecture Search with Dynamic Phase Adaptation Fei Kong et.al. 2507.20592 translate read null
2025-07-27 L-MCAT: Unpaired Multimodal Transformer with Contrastive Attention for Label-Efficient Satellite Image Classification Mitul Goswami et.al. 2507.20259 translate read null
2025-07-27 Dual-Stream Global-Local Feature Collaborative Representation Network for Scene Classification of Mining Area Shuqi Fan et.al. 2507.20216 translate read null
2025-07-26 Improving Audio Classification by Transitioning from Zero- to Few-Shot James Taylor et.al. 2507.20036 translate read null
2025-07-26 AF-CLIP: Zero-Shot Anomaly Detection via Anomaly-Focused CLIP Adaptation Qingqing Fang et.al. 2507.19949 translate read null
2025-07-26 Causality-aligned Prompt Learning via Diffusion-based Counterfactual Generation Xinshu Li et.al. 2507.19882 translate read null
2025-07-26 FedS2R: One-Shot Federated Domain Generalization for Synthetic-to-Real Semantic Segmentation in Autonomous Driving Tao Lian et.al. 2507.19881 translate read null
2025-07-26 Debunking Optimization Myths in Federated Learning for Medical Image Classification Youngjoon Lee et.al. 2507.19822 translate read null
2025-07-25 Joint Feature and Output Distillation for Low-complexity Acoustic Scene Classification Haowen Li et.al. 2507.19557 translate read null
2025-07-25 MedSymmFlow: Bridging Generative Modeling and Classification in Medical Imaging through Symmetrical Flow Matching Francisco Caetano et.al. 2507.19098 translate read link
2025-07-25 A New One-Shot Federated Learning Framework for Medical Imaging Classification with Feature-Guided Rectified Flow and Knowledge Distillation Yufei Ma et.al. 2507.19045 translate read null
2025-07-24 The Role of Orthographic Consistency in Multilingual Embedding Models for Text Classification in Arabic-Script Languages Abdulhady Abas Abdullah et.al. 2507.18762 translate read null
2025-07-24 CatchPhrase: EXPrompt-Guided Encoder Adaptation for Audio-to-Image Generation Hyunwoo Oh et.al. 2507.18750 translate read null
2025-07-23 VGS-ATD: Robust Distributed Learning for Multi-Label Medical Image Classification Under Heterogeneous and Imbalanced Conditions Zehui Zhao et.al. 2507.18657 translate read null
2025-07-24 On the Performance of Concept Probing: The Influence of the Data (Extended Version) Manuel de Sousa Ribeiro et.al. 2507.18550 translate read null
2025-07-24 GLiNER2: An Efficient Multi-Task Information Extraction System with Schema-Driven Interface Urchade Zaratiana et.al. 2507.18546 translate read link
2025-07-24 Iwin Transformer: Hierarchical Vision Transformer using Interleaved Windows Simin Huo et.al. 2507.18405 translate read null
2025-07-24 FedSA-GCL: A Semi-Asynchronous Federated Graph Learning Framework with Personalized Aggregation and Cluster-Aware Broadcasting Zhongzheng Yuan et.al. 2507.18219 translate read null
2025-07-23 LTLZinc: a Benchmarking Framework for Continual Learning and Neuro-Symbolic Temporal Reasoning Luca Salvatore Lorello et.al. 2507.17482 translate read null
2025-07-23 Filter-And-Refine: A MLLM Based Cascade System for Industrial-Scale Video Content Moderation Zixuan Wang et.al. 2507.17204 translate read null
2025-07-22 Combining Language and Topic Models for Hierarchical Text Classification Jaco du Toit et.al. 2507.16490 translate read null
2025-07-22 The Cost of Compression: Tight Quadratic Black-Box Attacks on Sketches for $\ell_2$ Norm Estimation Sara Ahmadian et.al. 2507.16345 translate read null
2025-07-22 Cross-Modal Distillation For Widely Differing Modalities Cairong Zhao et.al. 2507.16296 translate read null
2025-07-22 MAN++: Scaling Momentum Auxiliary Network for Supervised Local Learning in Vision Tasks Junhao Su et.al. 2507.16279 translate read null
2025-07-22 Quality Text, Robust Vision: The Role of Language in Enhancing Visual Robustness of Vision-Language Models Futa Waseda et.al. 2507.16257 translate read null
2025-07-21 Stop-band Energy Constraint for Orthogonal Tunable Wavelet Units in Convolutional Neural Networks for Computer Vision problems An D. Le et.al. 2507.16114 translate read null
2025-07-21 Optimizing Canaries for Privacy Auditing with Metagradient Descent Matteo Boglioni et.al. 2507.15836 translate read null
2025-07-21 GeMix: Conditional GAN-Based Mixup for Improved Medical Image Augmentation Hugo Carlesso et.al. 2507.15577 translate read null
2025-07-21 Smart Eyes for Silent Threats: VLMs and In-Context Learning for THz Imaging Nicolas Poggi et.al. 2507.15576 translate read null
2025-07-21 An Investigation of Test-time Adaptation for Audio Classification under Background Noise Weichuang Shao et.al. 2507.15523 translate read null
2025-07-20 Polymorph: Energy-Efficient Multi-Label Classification for Video Streams on Embedded Devices Saeid Ghafouri et.al. 2507.14959 translate read null
2025-07-20 Probabilistic smooth attention for deep multiple instance learning in medical imaging Francisco M. Castro-Macías et.al. 2507.14932 translate read null
2025-07-20 Semantic-Aware Representation Learning for Multi-label Image Classification Ren-Dong Xie et.al. 2507.14918 translate read null
2025-07-20 The Tsetlin Machine Goes Deep: Logical Learning and Reasoning With Graphs Ole-Christoffer Granmo et.al. 2507.14874 translate read null
2025-07-19 Performance comparison of medical image classification systems using TensorFlow Keras, PyTorch, and JAX Merjem Bećirović et.al. 2507.14587 translate read null
2025-07-18 Classification of Histopathology Slides with Persistence Homology Convolutions Shrunal Pothagoni et.al. 2507.14378 translate read null
2025-07-18 Quantum Boltzmann Machines using Parallel Annealing for Medical Image Classification Daniëlle Schuman et.al. 2507.14116 translate read null
2025-07-18 Foundation Models as Class-Incremental Learners for Dermatological Image Classification Mohamed Elkhayat et.al. 2507.14050 translate read null
2025-07-18 Evaluating the Effectiveness of Cost-Efficient Large Language Models in Benchmark Biomedical Tasks Israt Jahan et.al. 2507.14045 translate read null
2025-07-18 Automatic Classification and Segmentation of Tunnel Cracks Based on Deep Learning and Visual Explanations Yong Feng et.al. 2507.14010 translate read null
2025-07-18 Feature Engineering is Not Dead: Reviving Classical Machine Learning with Entropy, HOG, and LBP Feature Fusion for Image Classification Abhijit Sen et.al. 2507.13772 translate read null
2025-07-18 Adversarial Training Improves Generalization Under Distribution Shifts in Bioacoustics René Heinrich et.al. 2507.13727 translate read null
2025-07-18 Enhanced image classification via hybridizing quantum dynamics with classical neural networks Ruiyang Zhou et.al. 2507.13587 translate read null
2025-07-17 Efficient Adaptation of Pre-trained Vision Transformer underpinned by Approximately Orthogonal Fine-Tuning Strategy Yiting Yang et.al. 2507.13260 translate read null
2025-07-17 Adversarial attacks to image classification systems using evolutionary algorithms Sergio Nesmachnow et.al. 2507.13136 translate read null
2025-07-17 MUPAX: Multidimensional Problem Agnostic eXplainable AI Vincenzo Dentamaro et.al. 2507.13090 translate read null
2025-07-17 Making Language Model a Hierarchical Classifier and Generator Yihong Wang et.al. 2507.12930 translate read null
2025-07-17 Federated Learning for Commercial Image Sources Shreyansh Jain et.al. 2507.12903 translate read null
2025-07-17 LanePerf: a Performance Estimation Framework for Lane Detection Yin Wu et.al. 2507.12894 translate read null
2025-07-17 Feature-Enhanced TResNet for Fine-Grained Food Image Classification Lulu Liu et.al. 2507.12828 translate read null
2025-07-17 Task-Specific Audio Coding for Machines: Machine-Learned Latent Features Are Codes for That Machine Anastasia Kuznetsova et.al. 2507.12701 translate read null
2025-07-16 Comparative Analysis of CNN Performance in Keras, PyTorch and JAX on PathMNIST Anida Nezović et.al. 2507.12248 translate read null
2025-07-16 PRISM: Distributed Inference for Foundation Models at Edge Muhammad Azlan Qazi et.al. 2507.12145 translate read null
2025-07-16 Effective Fine-Tuning of Vision Transformers with Low-Rank Adaptation for Privacy-Preserving Image Classification Haiwei Lin et.al. 2507.11943 translate read null
2025-07-16 Spatial Frequency Modulation for Semantic Segmentation Linwei Chen et.al. 2507.11893 translate read link
2025-07-16 ProtoConNet: Prototypical Augmentation and Alignment for Open-Set Few-Shot Image Classification Kexuan Shi et.al. 2507.11845 translate read null
2025-07-15 Quantum Adaptive Excitation Network with Variational Quantum Circuits for Channel Attention Yu-Chao Hsu et.al. 2507.11217 translate read null
2025-07-15 Hashed Watermark as a Filter: Defeating Forging and Overwriting Attacks in Weight-based Neural Network Watermarking Yuan Yao et.al. 2507.11137 translate read link
2025-07-15 Focus on Texture: Rethinking Pre-training in Masked Autoencoders for Medical Image Classification Chetan Madan et.al. 2507.10869 translate read null
2025-07-14 AudioMAE++: learning better masked audio representations with SwiGLU FFNs Sarthak Yadav et.al. 2507.10464 translate read null
2025-07-14 Improving Remote Sensing Classification using Topological Data Analysis and Convolutional Neural Networks Aaryam Sharma et.al. 2507.10381 translate read null
2025-07-14 FTCFormer: Fuzzy Token Clustering Transformer for Image Classification Muyi Bao et.al. 2507.10283 translate read null
2025-07-14 Transferring Styles for Reduced Texture Bias and Improved Robustness in Semantic Segmentation Networks Ben Hamscher et.al. 2507.10239 translate read null
2025-07-14 MEDebiaser: A Human-AI Feedback System for Mitigating Bias in Multi-label Medical Image Classification Shaohan Shi et.al. 2507.10044 translate read null
2025-07-14 Effects of structural properties of neural networks on machine learning performance Yash Arya et.al. 2507.10005 translate read null
2025-07-14 Hierarchical Job Classification with Similarity Graph Integration Md Ahsanul Kabir et.al. 2507.09949 translate read null
2025-07-13 Post-Training Quantization of Generative and Discriminative LSTM Text Classifiers: A Study of Calibration, Class Balance, and Robustness Md Mushfiqur Rahaman et.al. 2507.09687 translate read null
2025-07-13 MLoRQ: Bridging Low-Rank and Quantization for Transformer Compression Ofir Gordon et.al. 2507.09616 translate read null
2025-07-13 SDTN and TRN: Adaptive Spectral-Spatial Feature Extraction for Hyperspectral Image Classification Fuyin Ye et.al. 2507.09492 translate read null
2025-07-11 A Hybrid Multi-Well Hopfield-CNN with Feature Extraction and K-Means for MNIST Classification Ahmed Farooq et.al. 2507.08766 translate read null
2025-07-11 DatasetAgent: A Novel Multi-Agent System for Auto-Constructing Datasets from Real-World Images Haoran Sun et.al. 2507.08648 translate read null
2025-07-11 Onboard Neuromorphic Split Computing via Optical Links for LEO Remote Sensing Zihang Song et.al. 2507.08490 translate read null
2025-07-11 Interpretability-Aware Pruning for Efficient Medical Image Analysis Nikita Malik et.al. 2507.08330 translate read null
2025-07-11 Admissibility of Stein Shrinkage for Batch Normalization in the Presence of Adversarial Attacks Sofia Ivolgina et.al. 2507.08261 translate read null
2025-07-10 A Hybrid Multilayer Extreme Learning Machine for Image Classification with an Application to Quadcopters Rolando A. Hernandez-Hernandez et.al. 2507.08047 translate read null
2025-07-10 Where are we with calibration under dataset shift in image classification? Mélanie Roschewitz et.al. 2507.07780 translate read null
2025-07-10 TRIX- Trading Adversarial Fairness via Mixed Adversarial Training Tejaswini Medi et.al. 2507.07768 translate read null
2025-07-10 OPC: One-Point-Contraction Unlearning Toward Deep Feature Forgetting Jaeheun Jung et.al. 2507.07754 translate read null
2025-07-10 Temporal Unlearnable Examples: Preventing Personal Video Data from Unauthorized Exploitation by Object Tracking Qiangqiang Wu et.al. 2507.07483 translate read null
2025-07-10 EPIC: Efficient Prompt Interaction for Text-Image Classification Xinyao Yu et.al. 2507.07415 translate read null
2025-07-10 GNN-CNN: An Efficient Hybrid Model of Convolutional and Graph Neural Networks for Text Representation Fardin Rastakhiz et.al. 2507.07414 translate read null
2025-07-09 GNN-ViTCap: GNN-Enhanced Multiple Instance Learning with Vision Transformers for Whole Slide Image Classification and Captioning S M Taslim Uddin Raju et.al. 2507.07006 translate read null
2025-07-09 Unifying Re-Identification, Attribute Inference, and Data Reconstruction Risks in Differential Privacy Bogdan Kulynych et.al. 2507.06969 translate read null
2025-07-09 Steps Adaptive Decay DPSGD: Enhancing Performance on Imbalanced Datasets with Differential Privacy with HAM10000 Xiaobo Huang et.al. 2507.06619 translate read null
2025-07-08 Capsule-ConvKAN: A Hybrid Neural Approach to Medical Image Classification Laura Pituková et.al. 2507.06417 translate read null
2025-07-08 SoftReMish: A Novel Activation Function for Enhanced Convolutional Neural Networks for Visual Recognition Performance Mustafa Bayram Gücen et.al. 2507.06148 translate read null
2025-07-08 On the Effectiveness of Methods and Metrics for Explainable AI in Remote Sensing Image Scene Classification Jonas Klotz et.al. 2507.05916 translate read null
2025-07-08 Knowledge-guided Complex Diffusion Model for PolSAR Image Classification in Contourlet Domain Junfei Shi et.al. 2507.05666 translate read null
2025-07-08 Model-free Optical Processors using In Situ Reinforcement Learning with Proximal Policy Optimization Yuhang Li et.al. 2507.05583 translate read null
2025-07-07 Experimental data re-uploading with provable enhanced learning capabilities Martin F. X. Mauser et.al. 2507.05120 translate read null
2025-07-07 Verified Language Processing with Hybrid Explainability: A Technical Report Oliver Robert Fox et.al. 2507.05017 translate read null
2025-07-07 Co-DETECT: Collaborative Discovery of Edge Cases in Text Classification Chenfei Xiong et.al. 2507.05010 translate read null
2025-07-07 Bridging KAN and MLP: MJKAN, a Hybrid Architecture with Both Efficiency and Expressiveness Hanseon Joo et.al. 2507.04690 translate read null
2025-07-07 Recovering Plasticity of Neural Networks via Soft Weight Rescaling Seungwon Oh et.al. 2507.04683 translate read null
2025-07-07 VLM2Vec-V2: Advancing Multimodal Embedding for Videos, Images, and Visual Documents Rui Meng et.al. 2507.04590 translate read link
2025-07-06 MVNet: Hyperspectral Remote Sensing Image Classification Based on Hybrid Mamba-Transformer Vision Backbone Architecture Guandong Li et.al. 2507.04409 translate read null
2025-07-06 Transferring Visual Explainability of Self-Explaining Models through Task Arithmetic Yuya Yoshikawa et.al. 2507.04380 translate read null
2025-07-06 Efficient Training of Deep Networks using Guided Spectral Data Selection: A Step Toward Learning What You Need Mohammadreza Sharifi et.al. 2507.04269 translate read null
2025-07-06 Siberian radioheliograph image classification using ensemble of CLIP, EfficientNet and CatBoost models Yaroslav Egorov et.al. 2507.04211 translate read null
2025-07-03 Linear Attention with Global Context: A Multipole Attention Mechanism for Vision and Physics Alex Colagrande et.al. 2507.02748 translate read link
2025-07-03 ASDA: Audio Spectrogram Differential Attention Mechanism for Self-Supervised Representation Learning Junyu Wang et.al. 2507.02666 translate read null
2025-07-03 MedFormer: Hierarchical Medical Vision Transformer with Content-Aware Dual Sparse Selection Attention Zunhui Xia et.al. 2507.02488 translate read null
2025-07-03 F^2TTA: Free-Form Test-Time Adaptation on Cross-Domain Medical Image Classification via Image-Level Disentangled Prompt Tuning Wei Li et.al. 2507.02437 translate read null
2025-07-03 Cross-domain Hyperspectral Image Classification based on Bi-directional Domain Adaptation Yuxiang Zhang et.al. 2507.02268 translate read null
2025-07-03 High-Fidelity Differential-information Driven Binary Vision Transformer Tian Gao et.al. 2507.02222 translate read null
2025-07-02 Selective Feature Re-Encoded Quantum Convolutional Neural Network with Joint Optimization for Image Classification Shaswata Mahernob Sarkar et.al. 2507.02086 translate read null
2025-07-02 How Well Does GPT-4o Understand Vision? Evaluating Multimodal Foundation Models on Standard Computer Vision Tasks Rahul Ramachandran et.al. 2507.01955 translate read link
2025-07-02 evMLP: An Efficient Event-Driven MLP Architecture for Vision Zhentan Zheng et.al. 2507.01927 translate read link
2025-07-02 mGRADE: Minimal Recurrent Gating Meets Delay Convolutions for Lightweight Sequence Modeling Tristan Torchet et.al. 2507.01829 translate read null
2025-07-02 Are Vision Transformer Representations Semantically Meaningful? A Case Study in Medical Imaging Montasir Shams et.al. 2507.01788 translate read null
2025-07-02 Learning from Random Subspace Exploration: Generalized Test-Time Augmentation with Self-supervised Distillation Andrei Jelea et.al. 2507.01347 translate read null
2025-07-01 Biorthogonal Tunable Wavelet Unit with Lifting Scheme in Convolutional Neural Network An Le et.al. 2507.00739 translate read null
2025-07-01 Rectifying Magnitude Neglect in Linear Attention Qihang Fan et.al. 2507.00698 translate read link
2025-07-01 Few-shot Classification as Multi-instance Verification: Effective Backbone-agnostic Transfer across Domains Xin Xu et.al. 2507.00401 translate read null
2025-07-01 Towards the Training of Deeper Predictive Coding Neural Networks Chang Qi et.al. 2506.23800 translate read null
2025-07-01 Exposing and Mitigating Calibration Biases and Demographic Unfairness in MLLM Few-Shot In-Context Learning for Medical Image Classification Xing Shen et.al. 2506.23298 translate read null

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