Classification - 2025-02
Classification - 2025-02
| Publish Date | Title | Authors | Translate | Read | Code | |
|---|---|---|---|---|---|---|
| 2025-02-28 | Comparative study of the ansätze in quantum language models | Jordi Del Castillo et.al. | 2502.20744 | translate | read | null |
| 2025-02-28 | Exploring the Impact of Temperature Scaling in Softmax for Classification and Adversarial Robustness | Hao Xuan et.al. | 2502.20604 | translate | read | null |
| 2025-02-27 | In-Model Merging for Enhancing the Robustness of Medical Imaging Classification Models | Hu Wang et.al. | 2502.20516 | translate | read | null |
| 2025-02-27 | Online Meta-learning for AutoML in Real-time (OnMAR) | Mia Gerber et.al. | 2502.20279 | translate | read | null |
| 2025-02-27 | QPM: Discrete Optimization for Globally Interpretable Image Classification | Thomas Norrenbrock et.al. | 2502.20130 | translate | read | link |
| 2025-02-27 | ProAPO: Progressively Automatic Prompt Optimization for Visual Classification | Xiangyan Qu et.al. | 2502.19844 | translate | read | link |
| 2025-02-27 | Text classification using machine learning methods | Bogdan Oancea et.al. | 2502.19801 | translate | read | null |
| 2025-02-27 | InPK: Infusing Prior Knowledge into Prompt for Vision-Language Models | Shuchang Zhou et.al. | 2502.19777 | translate | read | null |
| 2025-02-27 | Learning Mask Invariant Mutual Information for Masked Image Modeling | Tao Huang et.al. | 2502.19718 | translate | read | null |
| 2025-02-27 | Language-Informed Hyperspectral Image Synthesis for Imbalanced-Small Sample Classification via Semi-Supervised Conditional Diffusion Model | Yimin Zhu et.al. | 2502.19700 | translate | read | null |
| 2025-02-27 | Spatial-Spectral Diffusion Contrastive Representation Network for Hyperspectral Image Classification | Yimin Zhu et.al. | 2502.19699 | translate | read | null |
| 2025-02-27 | A Residual Multi-task Network for Joint Classification and Regression in Medical Imaging | Junji Lin et.al. | 2502.19692 | translate | read | null |
| 2025-02-26 | I Know What I Don’t Know: Improving Model Cascades Through Confidence Tuning | Stephan Rabanser et.al. | 2502.19335 | translate | read | null |
| 2025-02-26 | Active Few-Shot Learning for Text Classification | Saeed Ahmadnia et.al. | 2502.18782 | translate | read | null |
| 2025-02-25 | Enhancing Image Classification with Augmentation: Data Augmentation Techniques for Improved Image Classification | Saorj Kumar et.al. | 2502.18691 | translate | read | null |
| 2025-02-25 | Enhancing Text Classification with a Novel Multi-Agent Collaboration Framework Leveraging BERT | Hediyeh Baban et.al. | 2502.18653 | translate | read | null |
| 2025-02-25 | MedKAN: An Advanced Kolmogorov-Arnold Network for Medical Image Classification | Zhuoqin Yang et.al. | 2502.18416 | translate | read | null |
| 2025-02-26 | A Fusion Model for Art Author Identification Based on Convolutional Neural Networks and Transformers | Zhenyu Wang et.al. | 2502.18083 | translate | read | null |
| 2025-02-25 | MAGE: Multi-Head Attention Guided Embeddings for Low Resource Sentiment Classification | Varun Vashisht et.al. | 2502.17987 | translate | read | null |
| 2025-02-25 | Dual Classification Head Self-training Network for Cross-scene Hyperspectral Image Classification | Rong Liu et.al. | 2502.17879 | translate | read | null |
| 2025-02-24 | Can Score-Based Generative Modeling Effectively Handle Medical Image Classification? | Sushmita Sarker et.al. | 2502.17727 | translate | read | link |
| 2025-02-24 | A Priori Generalizability Estimate for a CNN | Cito Balsells et.al. | 2502.17622 | translate | read | null |
| 2025-02-24 | Neural Attention: A Novel Mechanism for Enhanced Expressive Power in Transformer Models | Andrew DiGiugno et.al. | 2502.17206 | translate | read | link |
| 2025-02-24 | Disentangling Visual Transformers: Patch-level Interpretability for Image Classification | Guillaume Jeanneret et.al. | 2502.17196 | translate | read | null |
| 2025-02-24 | Make LoRA Great Again: Boosting LoRA with Adaptive Singular Values and Mixture-of-Experts Optimization Alignment | Chenghao Fan et.al. | 2502.16894 | translate | read | link |
| 2025-02-24 | Applying LLMs to Active Learning: Towards Cost-Efficient Cross-Task Text Classification without Manually Labeled Data | Yejian Zhang et.al. | 2502.16892 | translate | read | null |
| 2025-02-24 | A Transformer-in-Transformer Network Utilizing Knowledge Distillation for Image Recognition | Dewan Tauhid Rahman et.al. | 2502.16762 | translate | read | null |
| 2025-02-23 | AUKT: Adaptive Uncertainty-Guided Knowledge Transfer with Conformal Prediction | Rui Liu et.al. | 2502.16736 | translate | read | null |
| 2025-02-22 | MOB-GCN: A Novel Multiscale Object-Based Graph Neural Network for Hyperspectral Image Classification | Tuan-Anh Yang et.al. | 2502.16289 | translate | read | link |
| 2025-02-22 | A Multi-Scale Isolation Forest Approach for Real-Time Detection and Filtering of FGSM Adversarial Attacks in Video Streams of Autonomous Vehicles | Richard Abhulimhen et.al. | 2502.16044 | translate | read | null |
| 2025-02-21 | MMRAG: Multi-Mode Retrieval-Augmented Generation with Large Language Models for Biomedical In-Context Learning | Zaifu Zhan et.al. | 2502.15954 | translate | read | null |
| 2025-02-21 | Directional Gradient Projection for Robust Fine-Tuning of Foundation Models | Chengyue Huang et.al. | 2502.15895 | translate | read | null |
| 2025-02-21 | MHQA: A Diverse, Knowledge Intensive Mental Health Question Answering Challenge for Language Models | Suraj Racha et.al. | 2502.15418 | translate | read | null |
| 2025-02-21 | A Novel Riemannian Sparse Representation Learning Network for Polarimetric SAR Image Classification | Junfei Shi et.al. | 2502.15302 | translate | read | null |
| 2025-02-21 | Quantum autoencoders for image classification | Hinako Asaoka et.al. | 2502.15254 | translate | read | null |
| 2025-02-21 | Steganographic Embeddings as an Effective Data Augmentation | Nicholas DiSalvo et.al. | 2502.15245 | translate | read | null |
| 2025-02-21 | Learning to Collaborate: A Capability Vectors-based Architecture for Adaptive Human-AI Decision Making | Renlong Jie et.al. | 2502.15196 | translate | read | null |
| 2025-02-21 | TransMamba: Fast Universal Architecture Adaption from Transformers to Mamba | Xiuwei Chen et.al. | 2502.15130 | translate | read | null |
| 2025-02-20 | Fundamental Survey on Neuromorphic Based Audio Classification | Amlan Basu et.al. | 2502.15056 | translate | read | null |
| 2025-02-20 | Reinforcement Learning for Ultrasound Image Analysis A Comprehensive Review of Advances and Applications | Maha Ezzelarab et.al. | 2502.14995 | translate | read | null |
| 2025-02-20 | Sparse Activations as Conformal Predictors | Margarida M. Campos et.al. | 2502.14773 | translate | read | link |
| 2025-02-20 | An Enhancement of Jiang, Z., et al.s Compression-Based Classification Algorithm Applied to News Article Categorization | Sean Lester C. Benavides et.al. | 2502.14444 | translate | read | null |
| 2025-02-20 | Stochastic Resonance Improves the Detection of Low Contrast Images in Deep Learning Models | Siegfried Ludwig et.al. | 2502.14442 | translate | read | null |
| 2025-02-20 | Token-Level Density-Based Uncertainty Quantification Methods for Eliciting Truthfulness of Large Language Models | Artem Vazhentsev et.al. | 2502.14427 | translate | read | null |
| 2025-02-20 | Reliable Explainability of Deep Learning Spatial-Spectral Classifiers for Improved Semantic Segmentation in Autonomous Driving | Jon Gutiérrez-Zaballa et.al. | 2502.14416 | translate | read | null |
| 2025-02-20 | QUAD-LLM-MLTC: Large Language Models Ensemble Learning for Healthcare Text Multi-Label Classification | Hajar Sakai et.al. | 2502.14189 | translate | read | null |
| 2025-02-19 | Self-Regularization with Latent Space Explanations for Controllable LLM-based Classification | Xuansheng Wu et.al. | 2502.14133 | translate | read | null |
| 2025-02-19 | Medical Image Classification with KAN-Integrated Transformers and Dilated Neighborhood Attention | Omid Nejati Manzari et.al. | 2502.13693 | translate | read | link |
| 2025-02-18 | Language Models Can Predict Their Own Behavior | Dhananjay Ashok et.al. | 2502.13329 | translate | read | null |
| 2025-02-18 | Performance Evaluation of Sentiment Analysis on Text and Emoji Data Using End-to-End, Transfer Learning, Distributed and Explainable AI Models | Sirisha Velampalli et.al. | 2502.13278 | translate | read | null |
| 2025-02-18 | Private Text Generation by Seeding Large Language Model Prompts | Supriya Nagesh et.al. | 2502.13193 | translate | read | null |
| 2025-02-18 | RingFormer: Rethinking Recurrent Transformer with Adaptive Level Signals | Jaemu Heo et.al. | 2502.13181 | translate | read | null |
| 2025-02-18 | Benchmarking MedMNIST dataset on real quantum hardware | Gurinder Singh et.al. | 2502.13056 | translate | read | null |
| 2025-02-18 | Likelihood-Ratio Regularized Quantile Regression: Adapting Conformal Prediction to High-Dimensional Covariate Shifts | Sunay Joshi et.al. | 2502.13030 | translate | read | null |
| 2025-02-18 | A Survey of Text Classification Under Class Distribution Shift | Adriana Valentina Costache et.al. | 2502.12965 | translate | read | null |
| 2025-02-18 | Task-Informed Anti-Curriculum by Masking Improves Downstream Performance on Text | Andrei Jarca et.al. | 2502.12953 | translate | read | null |
| 2025-02-18 | DAMamba: Vision State Space Model with Dynamic Adaptive Scan | Tanzhe Li et.al. | 2502.12627 | translate | read | null |
| 2025-02-18 | When Segmentation Meets Hyperspectral Image: New Paradigm for Hyperspectral Image Classification | Weilian Zhou et.al. | 2502.12541 | translate | read | null |
| 2025-02-17 | Achieving Upper Bound Accuracy of Joint Training in Continual Learning | Saleh Momeni et.al. | 2502.12388 | translate | read | null |
| 2025-02-17 | OCT Data is All You Need: How Vision Transformers with and without Pre-training Benefit Imaging | Zihao Han et.al. | 2502.12379 | translate | read | null |
| 2025-02-17 | AdaSplash: Adaptive Sparse Flash Attention | Nuno Gonçalves et.al. | 2502.12082 | translate | read | null |
| 2025-02-17 | Masked Latent Prediction and Classification for Self-Supervised Audio Representation Learning | Aurian Quelennec et.al. | 2502.12031 | translate | read | null |
| 2025-02-17 | Text Classification in the LLM Era - Where do we stand? | Sowmya Vajjala et.al. | 2502.11830 | translate | read | null |
| 2025-02-17 | Variable-frame CNNLSTM for Breast Nodule Classification using Ultrasound Videos | Xiangxiang Cui et.al. | 2502.11481 | translate | read | null |
| 2025-02-16 | Leveraging Conditional Mutual Information to Improve Large Language Model Fine-Tuning For Classification | Thanushon Sivakaran et.al. | 2502.11258 | translate | read | null |
| 2025-02-16 | UNITE-FND: Reframing Multimodal Fake News Detection through Unimodal Scene Translation | Arka Mukherjee et.al. | 2502.11132 | translate | read | null |
| 2025-02-16 | Towards Achieving Concept Completeness for Unsupervised Textual Concept Bottleneck Models | Milan Bhan et.al. | 2502.11100 | translate | read | null |
| 2025-02-16 | Leveraging Large Language Models for Cybersecurity: Enhancing SMS Spam Detection with Robust and Context-Aware Text Classification | Mohsen Ahmadi et.al. | 2502.11014 | translate | read | null |
| 2025-02-15 | Simulations of Common Unsupervised Domain Adaptation Algorithms for Image Classification | Ahmad Chaddad et.al. | 2502.10694 | translate | read | null |
| 2025-02-15 | REAL: Realism Evaluation of Text-to-Image Generation Models for Effective Data Augmentation | Ran Li et.al. | 2502.10663 | translate | read | null |
| 2025-02-14 | Simplifying DINO via Coding Rate Regularization | Ziyang Wu et.al. | 2502.10385 | translate | read | null |
| 2025-02-14 | Ocular Disease Classification Using CNN with Deep Convolutional Generative Adversarial Network | Arun Kunwar et.al. | 2502.10334 | translate | read | null |
| 2025-02-14 | SeWA: Selective Weight Average via Probabilistic Masking | Peng Wang et.al. | 2502.10119 | translate | read | null |
| 2025-02-14 | On Space Folds of ReLU Neural Networks | Michal Lewandowski et.al. | 2502.09954 | translate | read | null |
| 2025-02-13 | A CNN Approach to Automated Detection and Classification of Brain Tumors | Md. Zahid Hasan et.al. | 2502.09731 | translate | read | null |
| 2025-02-13 | GAIA: A Global, Multi-modal, Multi-scale Vision-Language Dataset for Remote Sensing Image Analysis | Angelos Zavras et.al. | 2502.09598 | translate | read | link |
| 2025-02-14 | Optimizing GPT for Video Understanding: Zero-Shot Performance and Prompt Engineering | Mark Beliaev et.al. | 2502.09573 | translate | read | null |
| 2025-02-13 | Feature-based Graph Attention Networks Improve Online Continual Learning | Adjovi Sim et.al. | 2502.09143 | translate | read | null |
| 2025-02-13 | A Hybrid Model for Few-Shot Text Classification Using Transfer and Meta-Learning | Jia Gao et.al. | 2502.09086 | translate | read | null |
| 2025-02-13 | Hierarchical Vision Transformer with Prototypes for Interpretable Medical Image Classification | Luisa Gallée et.al. | 2502.08997 | translate | read | null |
| 2025-02-13 | Quantum Approaches for Dysphonia Assessment in Small Speech Datasets | Ha Tran et.al. | 2502.08968 | translate | read | null |
| 2025-02-12 | Measuring Diversity in Synthetic Datasets | Yuchang Zhu et.al. | 2502.08512 | translate | read | null |
| 2025-02-12 | ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification | Jiangbo Shi et.al. | 2502.08391 | translate | read | null |
| 2025-02-12 | Keep your distance: learning dispersed embeddings on $\mathbb{S}_d$ | Evgeniia Tokarchuk et.al. | 2502.08231 | translate | read | null |
| 2025-02-12 | Riemannian Complex Hermit Positive Definite Convolution Network for Polarimetric SAR Image Classification | Junfei Shi et.al. | 2502.08137 | translate | read | null |
| 2025-02-12 | Knowledge Swapping via Learning and Unlearning | Mingyu Xing et.al. | 2502.08075 | translate | read | null |
| 2025-02-12 | Can Machine Learning Support the Selection of Studies for Systematic Literature Review Updates? | Marcelo Costalonga et.al. | 2502.08050 | translate | read | null |
| 2025-02-11 | ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans | Ashkan Shahbazi et.al. | 2502.07962 | translate | read | null |
| 2025-02-11 | Optimizing Knowledge Distillation in Transformers: Enabling Multi-Head Attention without Alignment Barriers | Zhaodong Bing et.al. | 2502.07436 | translate | read | null |
| 2025-02-11 | MoENAS: Mixture-of-Expert based Neural Architecture Search for jointly Accurate, Fair, and Robust Edge Deep Neural Networks | Lotfi Abdelkrim Mecharbat et.al. | 2502.07422 | translate | read | null |
| 2025-02-11 | MGPATH: Vision-Language Model with Multi-Granular Prompt Learning for Few-Shot WSI Classification | Anh-Tien Nguyen et.al. | 2502.07409 | translate | read | null |
| 2025-02-11 | Don’t Just Demo, Teach Me the Principles: A Principle-Based Multi-Agent Prompting Strategy for Text Classification | Peipei Wei et.al. | 2502.07165 | translate | read | null |
| 2025-02-10 | From Image to Video: An Empirical Study of Diffusion Representations | Pedro Vélez et.al. | 2502.07001 | translate | read | null |
| 2025-02-10 | Krum Federated Chain (KFC): Using blockchain to defend against adversarial attacks in Federated Learning | Mario García-Márquez et.al. | 2502.06917 | translate | read | null |
| 2025-02-10 | Enhancing Performance of Explainable AI Models with Constrained Concept Refinement | Geyu Liang et.al. | 2502.06775 | translate | read | null |
| 2025-02-10 | Efficient Scientific Full Text Classification: The Case of EICAT Impact Assessments | Marc Felix Brinner et.al. | 2502.06551 | translate | read | null |
| 2025-02-10 | Hybrid State-Space and GRU-based Graph Tokenization Mamba for Hyperspectral Image Classification | Muhammad Ahmad et.al. | 2502.06427 | translate | read | null |
| 2025-02-10 | Provably Near-Optimal Federated Ensemble Distillation with Negligible Overhead | Won-Jun Jang et.al. | 2502.06349 | translate | read | null |
| 2025-02-10 | From Pixels to Components: Eigenvector Masking for Visual Representation Learning | Alice Bizeul et.al. | 2502.06314 | translate | read | null |
| 2025-02-10 | Beyond Batch Learning: Global Awareness Enhanced Domain Adaptation | Lingkun Luo et.al. | 2502.06272 | translate | read | null |
| 2025-02-10 | Multi-Scale Transformer Architecture for Accurate Medical Image Classification | Jiacheng Hu et.al. | 2502.06243 | translate | read | null |
| 2025-02-10 | Low Tensor-Rank Adaptation of Kolmogorov–Arnold Networks | Yihang Gao et.al. | 2502.06153 | translate | read | null |
| 2025-02-09 | Benchmarking Prompt Sensitivity in Large Language Models | Amirhossein Razavi et.al. | 2502.06065 | translate | read | null |
| 2025-02-09 | ARISE: Iterative Rule Induction and Synthetic Data Generation for Text Classification | Yashwanth M. et.al. | 2502.05923 | translate | read | null |
| 2025-02-07 | Training-free Neural Architecture Search through Variance of Knowledge of Deep Network Weights | Ondřej Týbl et.al. | 2502.04975 | translate | read | null |
| 2025-02-07 | Enhancing Disinformation Detection with Explainable AI and Named Entity Replacement | Santiago González-Silot et.al. | 2502.04863 | translate | read | null |
| 2025-02-07 | AIQViT: Architecture-Informed Post-Training Quantization for Vision Transformers | Runqing Jiang et.al. | 2502.04628 | translate | read | null |
| 2025-02-06 | Augmented Conditioning Is Enough For Effective Training Image Generation | Jiahui Chen et.al. | 2502.04475 | translate | read | null |
| 2025-02-06 | How does a Multilingual LM Handle Multiple Languages? | Santhosh Kakarla et.al. | 2502.04269 | translate | read | null |
| 2025-02-06 | Cross the Gap: Exposing the Intra-modal Misalignment in CLIP via Modality Inversion | Marco Mistretta et.al. | 2502.04263 | translate | read | link |
| 2025-02-06 | Expanding Training Data for Endoscopic Phenotyping of Eosinophilic Esophagitis | Juming Xiong et.al. | 2502.04199 | translate | read | null |
| 2025-02-06 | Improving Natural Language Understanding for LLMs via Large-Scale Instruction Synthesis | Lin Yuan et.al. | 2502.03843 | translate | read | null |
| 2025-02-06 | Self-Supervised Learning for Solar Radio Spectrum Classification | Siqi Li et.al. | 2502.03778 | translate | read | null |
| 2025-02-06 | Conditional Diffusion Models are Medical Image Classifiers that Provide Explainability and Uncertainty for Free | Gian Mario Favero et.al. | 2502.03687 | translate | read | null |
| 2025-02-05 | A Study in Dataset Distillation for Image Super-Resolution | Tobias Dietz et.al. | 2502.03656 | translate | read | null |
| 2025-02-05 | Gompertz Linear Units: Leveraging Asymmetry for Enhanced Learning Dynamics | Indrashis Das et.al. | 2502.03654 | translate | read | link |
| 2025-02-05 | Clinically-Inspired Hierarchical Multi-Label Classification of Chest X-rays with a Penalty-Based Loss Function | Mehrdad Asadi et.al. | 2502.03591 | translate | read | link |
| 2025-02-05 | Optimal Task Order for Continual Learning of Multiple Tasks | Ziyan Li et.al. | 2502.03350 | translate | read | null |
| 2025-02-05 | Out-of-Distribution Detection using Synthetic Data Generation | Momin Abbas et.al. | 2502.03323 | translate | read | null |
| 2025-02-05 | Long-tailed Medical Diagnosis with Relation-aware Representation Learning and Iterative Classifier Calibration | Li Pan et.al. | 2502.03238 | translate | read | null |
| 2025-02-05 | Adversarial Dependence Minimization | Pierre-François De Plaen et.al. | 2502.03227 | translate | read | null |
| 2025-02-05 | Disentangling CLIP Features for Enhanced Localized Understanding | Samyak Rawelekar et.al. | 2502.02977 | translate | read | null |
| 2025-02-05 | Slowing Learning by Erasing Simple Features | Lucia Quirke et.al. | 2502.02820 | translate | read | null |
| 2025-02-04 | The Skin Game: Revolutionizing Standards for AI Dermatology Model Comparison | Łukasz Miętkiewicz et.al. | 2502.02500 | translate | read | null |
| 2025-02-04 | BRIDLE: Generalized Self-supervised Learning with Quantization | Hoang M. Nguyen et.al. | 2502.02118 | translate | read | null |
| 2025-02-04 | DCT-Mamba3D: Spectral Decorrelation and Spatial-Spectral Feature Extraction for Hyperspectral Image Classification | Weijia Cao et.al. | 2502.01986 | translate | read | null |
| 2025-02-04 | Generative Data Mining with Longtail-Guided Diffusion | David S. Hayden et.al. | 2502.01980 | translate | read | null |
| 2025-02-03 | A Multi-Scale Feature Fusion Framework Integrating Frequency Domain and Cross-View Attention for Dual-View X-ray Security Inspections | Shilong Hong et.al. | 2502.01710 | translate | read | null |
| 2025-02-03 | Activation by Interval-wise Dropout: A Simple Way to Prevent Neural Networks from Plasticity Loss | Sangyeon Park et.al. | 2502.01342 | translate | read | null |
| 2025-02-03 | A Framework for Double-Blind Federated Adaptation of Foundation Models | Nurbek Tastan et.al. | 2502.01289 | translate | read | null |
| 2025-02-02 | Synthetic Artifact Auditing: Tracing LLM-Generated Synthetic Data Usage in Downstream Applications | Yixin Wu et.al. | 2502.00808 | translate | read | null |
| 2025-02-02 | Enhanced Convolutional Neural Networks for Improved Image Classification | Xiaoran Yang et.al. | 2502.00663 | translate | read | null |
| 2025-02-01 | Fast Vision Mamba: Pooling Spatial Dimensions for Accelerated Processing | Saarthak Kapse et.al. | 2502.00594 | translate | read | null |
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