Classification - 2025-05
Classification - 2025-05
| Publish Date | Title | Authors | Translate | Read | Code | |
|---|---|---|---|---|---|---|
| 2025-05-30 | Optimal Weighted Convolution for Classification and Denosing | Simone Cammarasana et.al. | 2505.24558 | translate | read | null |
| 2025-05-30 | SASP: Strip-Aware Spatial Perception for Fine-Grained Bird Image Classification | Zheng Wang et.al. | 2505.24380 | translate | read | null |
| 2025-05-30 | Spatiotemporal Analysis of Forest Machine Operations Using 3D Video Classification | Maciej Wielgosz et.al. | 2505.24375 | translate | read | null |
| 2025-05-30 | GeoVision Labeler: Zero-Shot Geospatial Classification with Vision and Language Models | Gilles Quentin Hacheme et.al. | 2505.24340 | translate | read | null |
| 2025-05-30 | Provably Improving Generalization of Few-Shot Models with Synthetic Data | Lan-Cuong Nguyen et.al. | 2505.24190 | translate | read | null |
| 2025-05-30 | FeatureSense: Protecting Speaker Attributes in Always-On Audio Sensing System | Bhawana Chhaglani et.al. | 2505.24115 | translate | read | null |
| 2025-05-30 | Proxy-FDA: Proxy-based Feature Distribution Alignment for Fine-tuning Vision Foundation Models without Forgetting | Chen Huang et.al. | 2505.24088 | translate | read | null |
| 2025-05-29 | BIRD: Behavior Induction via Representation-structure Distillation | Galen Pogoncheff et.al. | 2505.23933 | translate | read | null |
| 2025-05-29 | Boosting Domain Incremental Learning: Selecting the Optimal Parameters is All You Need | Qiang Wang et.al. | 2505.23744 | translate | read | null |
| 2025-05-29 | Spectrotemporal Modulation: Efficient and Interpretable Feature Representation for Classifying Speech, Music, and Environmental Sounds | Andrew Chang et.al. | 2505.23509 | translate | read | link |
| 2025-05-29 | MCFNet: A Multimodal Collaborative Fusion Network for Fine-Grained Semantic Classification | Yang Qiao et.al. | 2505.23365 | translate | read | null |
| 2025-05-29 | DSAGL: Dual-Stream Attention-Guided Learning for Weakly Supervised Whole Slide Image Classification | Daoxi Cao et.al. | 2505.23341 | translate | read | null |
| 2025-05-29 | Deep Modeling and Optimization of Medical Image Classification | Yihang Wu et.al. | 2505.23040 | translate | read | link |
| 2025-05-28 | Leveraging Diffusion Models for Synthetic Data Augmentation in Protein Subcellular Localization Classification | Sylvey Lin et.al. | 2505.22926 | translate | read | null |
| 2025-05-28 | Frequency-Adaptive Discrete Cosine-ViT-ResNet Architecture for Sparse-Data Vision | Ziyue Kang et.al. | 2505.22701 | translate | read | null |
| 2025-05-28 | S2AFormer: Strip Self-Attention for Efficient Vision Transformer | Guoan Xu et.al. | 2505.22195 | translate | read | null |
| 2025-05-28 | Efficient Ensemble for Fine-tuning Language Models on Multiple Datasets | Dongyue Li et.al. | 2505.21930 | translate | read | null |
| 2025-05-28 | Test-Time Adaptation of Vision-Language Models for Open-Vocabulary Semantic Segmentation | Mehrdad Noori et.al. | 2505.21844 | translate | read | null |
| 2025-05-27 | MedBridge: Bridging Foundation Vision-Language Models to Medical Image Diagnosis | Yitong Li et.al. | 2505.21698 | translate | read | null |
| 2025-05-27 | Leveraging large language models and traditional machine learning ensembles for ADHD detection from narrative transcripts | Yuxin Zhu et.al. | 2505.21324 | translate | read | null |
| 2025-05-27 | Making Every Event Count: Balancing Data Efficiency and Accuracy in Event Camera Subsampling | Hesam Araghi et.al. | 2505.21187 | translate | read | null |
| 2025-05-27 | Information-Theoretic Complementary Prompts for Improved Continual Text Classification | Duzhen Zhang et.al. | 2505.20933 | translate | read | null |
| 2025-05-27 | Evidential Deep Active Learning for Semi-Supervised Classification | Shenkai Zhao et.al. | 2505.20691 | translate | read | null |
| 2025-05-26 | UORA: Uniform Orthogonal Reinitialization Adaptation in Parameter-Efficient Fine-Tuning of Large Models | Xueyan Zhang et.al. | 2505.20154 | translate | read | null |
| 2025-05-26 | Improvement Strategies for Few-Shot Learning in OCT Image Classification of Rare Retinal Diseases | Cheng-Yu Tai et.al. | 2505.20149 | translate | read | null |
| 2025-05-26 | Differential Privacy Analysis of Decentralized Gossip Averaging under Varying Threat Models | Antti Koskela et.al. | 2505.19969 | translate | read | null |
| 2025-05-26 | Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning | Run Gu et.al. | 2505.19940 | translate | read | null |
| 2025-05-26 | Advancements in Medical Image Classification through Fine-Tuning Natural Domain Foundation Models | Mobina Mansoori et.al. | 2505.19779 | translate | read | link |
| 2025-05-26 | Mosaic: Data-Free Knowledge Distillation via Mixture-of-Experts for Heterogeneous Distributed Environments | Junming Liu et.al. | 2505.19699 | translate | read | null |
| 2025-05-26 | Diagnosing and Mitigating Modality Interference in Multimodal Large Language Models | Rui Cai et.al. | 2505.19616 | translate | read | null |
| 2025-05-26 | Applications and Effect Evaluation of Generative Adversarial Networks in Semi-Supervised Learning | Jiyu Hu et.al. | 2505.19522 | translate | read | null |
| 2025-05-26 | DiSa: Directional Saliency-Aware Prompt Learning for Generalizable Vision-Language Models | Niloufar Alipour Talemi et.al. | 2505.19373 | translate | read | null |
| 2025-05-25 | Remote Sensing Image Classification with Decoupled Knowledge Distillation | Yaping He et.al. | 2505.19111 | translate | read | null |
| 2025-05-24 | MoMBS: Mixed-order minibatch sampling enhances model training from diverse-quality images | Han Li et.al. | 2505.18741 | translate | read | null |
| 2025-05-23 | SemSegBench & DetecBench: Benchmarking Reliability and Generalization Beyond Classification | Shashank Agnihotri et.al. | 2505.18015 | translate | read | null |
| 2025-05-23 | KITINet: Kinetics Theory Inspired Network Architectures with PDE Simulation Approaches | Mingquan Feng et.al. | 2505.17919 | translate | read | null |
| 2025-05-23 | Ownership Verification of DNN Models Using White-Box Adversarial Attacks with Specified Probability Manipulation | Teruki Sano et.al. | 2505.17579 | translate | read | null |
| 2025-05-23 | Scaling Up Biomedical Vision-Language Models: Fine-Tuning, Instruction Tuning, and Multi-Modal Learning | Cheng Peng et.al. | 2505.17436 | translate | read | null |
| 2025-05-23 | EVM-Fusion: An Explainable Vision Mamba Architecture with Neural Algorithmic Fusion | Zichuan Yang et.al. | 2505.17367 | translate | read | null |
| 2025-05-22 | Extending Dataset Pruning to Object Detection: A Variance-based Approach | Ryota Yagi et.al. | 2505.17245 | translate | read | null |
| 2025-05-23 | TULiP: Test-time Uncertainty Estimation via Linearization and Weight Perturbation | Yuhui Zhang et.al. | 2505.16923 | translate | read | null |
| 2025-05-22 | Incremental Sequence Classification with Temporal Consistency | Lucas Maystre et.al. | 2505.16548 | translate | read | null |
| 2025-05-22 | Fusion of Foundation and Vision Transformer Model Features for Dermatoscopic Image Classification | Amirreza Mahbod et.al. | 2505.16338 | translate | read | null |
| 2025-05-22 | Accelerating Targeted Hard-Label Adversarial Attacks in Low-Query Black-Box Settings | Arjhun Swaminathan et.al. | 2505.16313 | translate | read | link |
| 2025-05-22 | Swin Transformer for Robust CGI Images Detection: Intra- and Inter-Dataset Analysis across Multiple Color Spaces | Preeti Mehta et.al. | 2505.16253 | translate | read | null |
| 2025-05-22 | When VLMs Meet Image Classification: Test Sets Renovation via Missing Label Identification | Zirui Pang et.al. | 2505.16149 | translate | read | null |
| 2025-05-21 | Small Language Models in the Real World: Insights from Industrial Text Classification | Lujun Li et.al. | 2505.16078 | translate | read | null |
| 2025-05-21 | GradPCA: Leveraging NTK Alignment for Reliable Out-of-Distribution Detection | Mariia Seleznova et.al. | 2505.16017 | translate | read | null |
| 2025-05-21 | Domain Adaptive Skin Lesion Classification via Conformal Ensemble of Vision Transformers | Mehran Zoravar et.al. | 2505.15997 | translate | read | null |
| 2025-05-21 | Large Language Models as Computable Approximations to Solomonoff Induction | Jun Wan et.al. | 2505.15784 | translate | read | null |
| 2025-05-21 | FragFake: A Dataset for Fine-Grained Detection of Edited Images with Vision Language Models | Zhen Sun et.al. | 2505.15644 | translate | read | null |
| 2025-05-21 | SNAP: A Benchmark for Testing the Effects of Capture Conditions on Fundamental Vision Tasks | Iuliia Kotseruba et.al. | 2505.15628 | translate | read | link |
| 2025-05-21 | Aligning Explanations with Human Communication | Jacopo Teneggi et.al. | 2505.15626 | translate | read | null |
| 2025-05-21 | Beyond Linearity: Squeeze-and-Recalibrate Blocks for Few-Shot Whole Slide Image Classification | Conghao Xiong et.al. | 2505.15504 | translate | read | null |
| 2025-05-21 | Adaptive Temperature Scaling with Conformal Prediction | Nikita Kotelevskii et.al. | 2505.15437 | translate | read | null |
| 2025-05-21 | Parameter-Efficient Fine-Tuning of Multispectral Foundation Models for Hyperspectral Image Classification | Bernardin Ligan et.al. | 2505.15334 | translate | read | null |
| 2025-05-21 | Multicrossmodal Automated Agent for Integrating Diverse Materials Science Data | Adib Bazgir et.al. | 2505.15132 | translate | read | null |
| 2025-05-20 | Reliable Decision Support with LLMs: A Framework for Evaluating Consistency in Binary Text Classification Applications | Fadel M. Megahed et.al. | 2505.14918 | translate | read | null |
| 2025-05-20 | Solving MNIST with a globally trained Mixture of Quantum Experts | Paolo Alessandro Xavier Tognini et.al. | 2505.14789 | translate | read | null |
| 2025-05-20 | Guarded Query Routing for Large Language Models | Richard Šléher et.al. | 2505.14524 | translate | read | null |
| 2025-05-20 | PRL: Prompts from Reinforcement Learning | Paweł Batorski et.al. | 2505.14412 | translate | read | null |
| 2025-05-20 | Domain Adaptation for Multi-label Image Classification: a Discriminator-free Approach | Inder Pal Singh et.al. | 2505.14333 | translate | read | link |
| 2025-05-20 | HausaNLP: Current Status, Challenges and Future Directions for Hausa Natural Language Processing | Shamsuddeen Hassan Muhammad et.al. | 2505.14311 | translate | read | null |
| 2025-05-20 | Intra-class Patch Swap for Self-Distillation | Hongjun Choi et.al. | 2505.14124 | translate | read | link |
| 2025-05-20 | Scaling Vision Mamba Across Resolutions via Fractal Traversal | Bo Li et.al. | 2505.14062 | translate | read | null |
| 2025-05-20 | Learning Concept-Driven Logical Rules for Interpretable and Generalizable Medical Image Classification | Yibo Gao et.al. | 2505.14049 | translate | read | null |
| 2025-05-20 | A Challenge to Build Neuro-Symbolic Video Agents | Sahil Shah et.al. | 2505.13851 | translate | read | null |
| 2025-05-19 | Synthetic-Powered Predictive Inference | Meshi Bashari et.al. | 2505.13432 | translate | read | null |
| 2025-05-20 | Unlabeled Data or Pre-trained Model: Rethinking Semi-Supervised Learning and Pretrain-Finetuning | Song-Lin Li et.al. | 2505.13317 | translate | read | null |
| 2025-05-19 | A Physics-Inspired Optimizer: Velocity Regularized Adam | Pranav Vaidhyanathan et.al. | 2505.13196 | translate | read | null |
| 2025-05-19 | Emergence of Fixational and Saccadic Movements in a Multi-Level Recurrent Attention Model for Vision | Pengcheng Pan et.al. | 2505.13191 | translate | read | null |
| 2025-05-19 | Learning to Adapt to Position Bias in Vision Transformer Classifiers | Robert-Jan Bruintjes et.al. | 2505.13137 | translate | read | link |
| 2025-05-19 | When majority rules, minority loses: bias amplification of gradient descent | François Bachoc et.al. | 2505.13122 | translate | read | null |
| 2025-05-19 | Expert-Like Reparameterization of Heterogeneous Pyramid Receptive Fields in Efficient CNNs for Fair Medical Image Classification | Xiao Wu et.al. | 2505.13039 | translate | read | null |
| 2025-05-19 | EPIC: Explanation of Pretrained Image Classification Networks via Prototype | Piotr Borycki et.al. | 2505.12897 | translate | read | link |
| 2025-05-19 | Enhancing Transformers Through Conditioned Embedded Tokens | Hemanth Saratchandran et.al. | 2505.12789 | translate | read | null |
| 2025-05-19 | An approach based on class activation maps for investigating the effects of data augmentation on neural networks for image classification | Lucas M. Dorneles et.al. | 2505.12581 | translate | read | null |
| 2025-05-16 | Energy efficiency analysis of Spiking Neural Networks for space applications | Paolo Lunghi et.al. | 2505.11418 | translate | read | null |
| 2025-05-16 | Harnessing Photon Indistinguishability in Quantum Extreme Learning Machines | Malo Joly et.al. | 2505.11238 | translate | read | null |
| 2025-05-16 | CheX-DS: Improving Chest X-ray Image Classification with Ensemble Learning Based on DenseNet and Swin Transformer | Xinran Li et.al. | 2505.11168 | translate | read | null |
| 2025-05-16 | Privacy-Aware Lifelong Learning | Ozan Özdenizci et.al. | 2505.10941 | translate | read | null |
| 2025-05-16 | MCU: Improving Machine Unlearning through Mode Connectivity | Yingdan Shi et.al. | 2505.10859 | translate | read | null |
| 2025-05-15 | CLIP Embeddings for AI-Generated Image Detection: A Few-Shot Study with Lightweight Classifier | Ziyang Ou et.al. | 2505.10664 | translate | read | null |
| 2025-05-15 | Research of the Variational Shadow Quantum Circuit Based on the Whale Optimization Algorithm in Image Classification | Shuang Wu et.al. | 2505.09994 | translate | read | null |
| 2025-05-14 | Quantum-Enhanced Parameter-Efficient Learning for Typhoon Trajectory Forecasting | Chen-Yu Liu et.al. | 2505.09395 | translate | read | null |
| 2025-05-14 | Marigold: Affordable Adaptation of Diffusion-Based Image Generators for Image Analysis | Bingxin Ke et.al. | 2505.09358 | translate | read | link |
| 2025-05-17 | PrePrompt: Predictive prompting for class incremental learning | Libo Huang et.al. | 2505.08586 | translate | read | link |
| 2025-05-13 | Convolutional Spiking Neural Network for Image Classification | Mikhail Kiselev et.al. | 2505.08514 | translate | read | null |
| 2025-05-13 | CNN and ViT Efficiency Study on Tiny ImageNet and DermaMNIST Datasets | Aidar Amangeldi et.al. | 2505.08259 | translate | read | null |
| 2025-05-13 | Empowering Vision Transformers with Multi-Scale Causal Intervention for Long-Tailed Image Classification | Xiaoshuo Yan et.al. | 2505.08173 | translate | read | null |
| 2025-05-13 | MoKD: Multi-Task Optimization for Knowledge Distillation | Zeeshan Hayder et.al. | 2505.08170 | translate | read | null |
| 2025-05-12 | Hierarchical Sparse Attention Framework for Computationally Efficient Classification of Biological Cells | Elad Yoshai et.al. | 2505.07661 | translate | read | null |
| 2025-05-12 | Synthetic Similarity Search in Automotive Production | Christoph Huber et.al. | 2505.07256 | translate | read | null |
| 2025-05-12 | Discovering Fine-Grained Visual-Concept Relations by Disentangled Optimal Transport Concept Bottleneck Models | Yan Xie et.al. | 2505.07209 | translate | read | null |
| 2025-05-12 | KDH-MLTC: Knowledge Distillation for Healthcare Multi-Label Text Classification | Hajar Sakai et.al. | 2505.07162 | translate | read | null |
| 2025-05-11 | A Vision-Language Foundation Model for Leaf Disease Identification | Khang Nguyen Quoc et.al. | 2505.07019 | translate | read | null |
| 2025-05-11 | Image Classification Using a Diffusion Model as a Pre-Training Model | Kosuke Ukita et.al. | 2505.06890 | translate | read | null |
| 2025-05-11 | NeuRN: Neuro-inspired Domain Generalization for Image Classification | Hamd Jalil et.al. | 2505.06881 | translate | read | null |
| 2025-05-11 | Active Learning for Multi-class Image Classification | Thien Nhan Vo et.al. | 2505.06825 | translate | read | null |
| 2025-05-10 | FNBench: Benchmarking Robust Federated Learning against Noisy Labels | Xuefeng Jiang et.al. | 2505.06684 | translate | read | link |
| 2025-05-10 | The Efficiency of Pre-training with Objective Masking in Pseudo Labeling for Semi-Supervised Text Classification | Arezoo Hatefi et.al. | 2505.06624 | translate | read | null |
| 2025-05-09 | Adapting a Segmentation Foundation Model for Medical Image Classification | Pengfei Gu et.al. | 2505.06217 | translate | read | null |
| 2025-05-09 | Towards Robust Few-Shot Text Classification Using Transformer Architectures and Dual Loss Strategies | Xu Han et.al. | 2505.06145 | translate | read | null |
| 2025-05-09 | Short-circuiting Shortcuts: Mechanistic Investigation of Shortcuts in Text Classification | Leon Eshuijs et.al. | 2505.06032 | translate | read | link |
| 2025-05-09 | Efficient Quantum Convolutional Neural Networks for Image Classification: Overcoming Hardware Constraints | Peter Röseler et.al. | 2505.05957 | translate | read | null |
| 2025-05-09 | Achieving 3D Attention via Triplet Squeeze and Excitation Block | Maan Alhazmi et.al. | 2505.05943 | translate | read | null |
| 2025-05-09 | Improving Generalizability of Kolmogorov-Arnold Networks via Error-Correcting Output Codes | Youngjoon Lee et.al. | 2505.05798 | translate | read | null |
| 2025-05-09 | Variational Bayesian Logistic Tensor Regression with Application to Image Recognition | Yunzhi Jin et.al. | 2505.05730 | translate | read | null |
| 2025-05-08 | V-EfficientNets: Vector-Valued Efficiently Scaled Convolutional Neural Network Models | Guilherme Vieira Neto et.al. | 2505.05659 | translate | read | link |
| 2025-05-08 | KG-HTC: Integrating Knowledge Graphs into LLMs for Effective Zero-shot Hierarchical Text Classification | Qianbo Zang et.al. | 2505.05583 | translate | read | link |
| 2025-05-08 | Hide & Seek: Transformer Symmetries Obscure Sharpness & Riemannian Geometry Finds It | Marvin F. da Silva et.al. | 2505.05409 | translate | read | null |
| 2025-05-08 | Quantum Surrogate-Driven Image Classifier: A Gradient-Free Approach to Avoid Barren Plateaus | Yichen Xie et.al. | 2505.05249 | translate | read | null |
| 2025-05-08 | Biomed-DPT: Dual Modality Prompt Tuning for Biomedical Vision-Language Models | Wei Peng et.al. | 2505.05189 | translate | read | null |
| 2025-05-08 | CacheFL: Efficient Federated Cache Model Fine-Tuning for Vision-Language Models | Mengjun Yi et.al. | 2505.05130 | translate | read | null |
| 2025-05-08 | Direct Image Classification from Fourier Ptychographic Microscopy Measurements without Reconstruction | Navya Sonal Agarwal et.al. | 2505.05054 | translate | read | null |
| 2025-05-07 | ORXE: Orchestrating Experts for Dynamically Configurable Efficiency | Qingyuan Wang et.al. | 2505.04850 | translate | read | null |
| 2025-05-07 | Label-efficient Single Photon Images Classification via Active Learning | Zili Zhang et.al. | 2505.04376 | translate | read | null |
| 2025-05-07 | FRAIN to Train: A Fast-and-Reliable Solution for Decentralized Federated Learning | Sanghyeon Park et.al. | 2505.04223 | translate | read | null |
| 2025-05-06 | Read My Ears! Horse Ear Movement Detection for Equine Affective State Assessment | João Alves et.al. | 2505.03554 | translate | read | null |
| 2025-05-06 | Noisy HQNNs: A Comprehensive Analysis of Noise Robustness in Hybrid Quantum Neural Networks | Tasnim Ahmed et.al. | 2505.03378 | translate | read | null |
| 2025-05-06 | A Vision-Language Model for Focal Liver Lesion Classification | Song Jian et.al. | 2505.03350 | translate | read | null |
| 2025-05-06 | Comparative Analysis of Lightweight Deep Learning Models for Memory-Constrained Devices | Tasnim Shahriar et.al. | 2505.03303 | translate | read | null |
| 2025-05-06 | Survey of Abstract Meaning Representation: Then, Now, Future | Behrooz Mansouri et.al. | 2505.03229 | translate | read | null |
| 2025-05-06 | seq-JEPA: Autoregressive Predictive Learning of Invariant-Equivariant World Models | Hafez Ghaemi et.al. | 2505.03176 | translate | read | null |
| 2025-05-06 | Enhancing Glass Defect Detection with Diffusion Models: Addressing Imbalanced Datasets in Manufacturing Quality Control | Sajjad Rezvani Boroujeni et.al. | 2505.03134 | translate | read | null |
| 2025-05-05 | Bayesian Robust Aggregation for Federated Learning | Aleksandr Karakulev et.al. | 2505.02490 | translate | read | null |
| 2025-05-06 | Adversarial Cooperative Rationalization: The Risk of Spurious Correlations in Even Clean Datasets | Wei Liu et.al. | 2505.02118 | translate | read | null |
| 2025-05-03 | Backdoor Attacks Against Patch-based Mixture of Experts | Cedric Chan et.al. | 2505.01811 | translate | read | null |
| 2025-05-03 | Low-Complexity Acoustic Scene Classification with Device Information in the DCASE 2025 Challenge | Florian Schmid et.al. | 2505.01747 | translate | read | null |
| 2025-05-03 | CLOG-CD: Curriculum Learning based on Oscillating Granularity of Class Decomposed Medical Image Classification | Asmaa Abbas et.al. | 2505.01741 | translate | read | null |
| 2025-05-02 | TActiLE: Tiny Active LEarning for wearable devices | Massimo Pavan et.al. | 2505.01160 | translate | read | null |
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