Classification - 2024-08

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2024-08-30 Assessing Generative Language Models in Classification Tasks: Performance and Self-Evaluation Capabilities in the Environmental and Climate Change Domain Francesca Grasso et.al. 2408.17362 translate read link
2024-08-30 Covariance-corrected Whitening Alleviates Network Degeneration on Imbalanced Classification Zhiwei Zhang et.al. 2408.17197 translate read null
2024-08-30 Improving Extraction of Clinical Event Contextual Properties from Electronic Health Records: A Comparative Study Shubham Agarwal et.al. 2408.17181 translate read null
2024-08-30 Generative Modeling Perspective for Control and Reasoning in Robotics Takuma Yoneda et.al. 2408.17041 translate read null
2024-08-29 Tex-ViT: A Generalizable, Robust, Texture-based dual-branch cross-attention deepfake detector Deepak Dagar et.al. 2408.16892 translate read null
2024-08-29 SODAWideNet++: Combining Attention and Convolutions for Salient Object Detection Rohit Venkata Sai Dulam et.al. 2408.16645 translate read null
2024-08-29 Android Malware Detection Based on RGB Images and Multi-feature Fusion Zhiqiang Wang et.al. 2408.16555 translate read null
2024-08-29 SAU: A Dual-Branch Network to Enhance Long-Tailed Recognition via Generative Models Guangxi Li et.al. 2408.16273 translate read link
2024-08-29 Improving Diffusion-based Data Augmentation with Inversion Spherical Interpolation Yanghao Wang et.al. 2408.16266 translate read null
2024-08-29 Low Saturation Confidence Distribution-based Test-Time Adaptation for Cross-Domain Remote Sensing Image Classification Yu Liang et.al. 2408.16265 translate read null
2024-08-28 EMP: Enhance Memory in Data Pruning Jinying Xiao et.al. 2408.16031 translate read null
2024-08-28 Local Descriptors Weighted Adaptive Threshold Filtering For Few-Shot Learning Bingchen Yan et.al. 2408.15924 translate read null
2024-08-28 ModalityMirror: Improving Audio Classification in Modality Heterogeneity Federated Learning with Multimodal Distillation Tiantian Feng et.al. 2408.15803 translate read null
2024-08-28 Visual Prompt Engineering for Medical Vision Language Models in Radiology Stefan Denner et.al. 2408.15802 translate read null
2024-08-28 Harnessing the Intrinsic Knowledge of Pretrained Language Models for Challenging Text Classification Settings Lingyu Gao et.al. 2408.15650 translate read null
2024-08-27 DCT-CryptoNets: Scaling Private Inference in the Frequency Domain Arjun Roy et.al. 2408.15231 translate read null
2024-08-27 A Review of Transformer-Based Models for Computer Vision Tasks: Capturing Global Context and Spatial Relationships Gracile Astlin Pereira et.al. 2408.15178 translate read null
2024-08-28 AnomalousPatchCore: Exploring the Use of Anomalous Samples in Industrial Anomaly Detection Mykhailo Koshil et.al. 2408.15113 translate read null
2024-08-27 Data downlink prioritization using image classification on-board a 6U CubeSat Keenan A. A. Chatar et.al. 2408.14865 translate read null
2024-08-27 Leveraging Self-supervised Audio Representations for Data-Efficient Acoustic Scene Classification Yiqiang Cai et.al. 2408.14862 translate read null
2024-08-27 Text-guided Foundation Model Adaptation for Long-Tailed Medical Image Classification Sirui Li et.al. 2408.14770 translate read null
2024-08-26 On-Chip Learning with Memristor-Based Neural Networks: Assessing Accuracy and Efficiency Under Device Variations, Conductance Errors, and Input Noise M. Reza Eslami et.al. 2408.14680 translate read null
2024-08-26 Attend-Fusion: Efficient Audio-Visual Fusion for Video Classification Mahrukh Awan et.al. 2408.14441 translate read null
2024-08-26 Uncertainties of Latent Representations in Computer Vision Michael Kirchhof et.al. 2408.14281 translate read null
2024-08-26 MSFMamba: Multi-Scale Feature Fusion State Space Model for Multi-Source Remote Sensing Image Classification Feng Gao et.al. 2408.14255 translate read null
2024-08-26 Feature Aligning Few shot Learning Method Using Local Descriptors Weighted Rules Bingchen Yan et.al. 2408.14192 translate read null
2024-08-26 GenFormer – Generated Images are All You Need to Improve Robustness of Transformers on Small Datasets Sven Oehri et.al. 2408.14131 translate read null
2024-08-25 Few-Shot Histopathology Image Classification: Evaluating State-of-the-Art Methods and Unveiling Performance Insights Ardhendu Sekhar et.al. 2408.13816 translate read null
2024-08-25 On the Robustness of Kolmogorov-Arnold Networks: An Adversarial Perspective Tal Alter et.al. 2408.13809 translate read null
2024-08-25 Enhancing Adaptive Deep Networks for Image Classification via Uncertainty-aware Decision Fusion Xu Zhang et.al. 2408.13744 translate read link
2024-08-25 3D-RCNet: Learning from Transformer to Build a 3D Relational ConvNet for Hyperspectral Image Classification Haizhao Jing et.al. 2408.13728 translate read null
2024-08-24 Enhanced Astronomical Source Classification with Integration of Attention Mechanisms and Vision Transformers Srinadh Reddy Bhavanam et.al. 2408.13634 translate read null
2024-08-23 Domain-specific long text classification from sparse relevant information Célia D’Cruz et.al. 2408.13253 translate read null
2024-08-23 EAViT: External Attention Vision Transformer for Audio Classification Aquib Iqbal et.al. 2408.13201 translate read null
2024-08-23 A gradient system based on anisotropic monochrome image processing with orientation auto-adjustment Harbir Antil et.al. 2408.12847 translate read null
2024-08-23 Underwater SONAR Image Classification and Analysis using LIME-based Explainable Artificial Intelligence Purushothaman Natarajan et.al. 2408.12837 translate read null
2024-08-23 VALE: A Multimodal Visual and Language Explanation Framework for Image Classifiers using eXplainable AI and Language Models Purushothaman Natarajan et.al. 2408.12808 translate read null
2024-08-23 BackdoorLLM: A Comprehensive Benchmark for Backdoor Attacks on Large Language Models Yige Li et.al. 2408.12798 translate read null
2024-08-23 Semi-Supervised Variational Adversarial Active Learning via Learning to Rank and Agreement-Based Pseudo Labeling Zongyao Lyu et.al. 2408.12774 translate read null
2024-08-23 Symmetric masking strategy enhances the performance of Masked Image Modeling Khanh-Binh Nguyen et.al. 2408.12772 translate read null
2024-08-22 ssProp: Energy-Efficient Training for Convolutional Neural Networks with Scheduled Sparse Back Propagation Lujia Zhong et.al. 2408.12561 translate read link
2024-08-22 The Russian-focused embedders’ exploration: ruMTEB benchmark and Russian embedding model design Artem Snegirev et.al. 2408.12503 translate read null
2024-08-22 Enhanced Infield Agriculture with Interpretable Machine Learning Approaches for Crop Classification Sudi Murindanyi et.al. 2408.12426 translate read null
2024-08-22 AT-SNN: Adaptive Tokens for Vision Transformer on Spiking Neural Network Donghwa Kang et.al. 2408.12293 translate read null
2024-08-22 Whole Slide Image Classification of Salivary Gland Tumours John Charlton et.al. 2408.12275 translate read null
2024-08-22 Query-Efficient Video Adversarial Attack with Stylized Logo Duoxun Tang et.al. 2408.12099 translate read null
2024-08-21 Approaching Deep Learning through the Spectral Dynamics of Weights David Yunis et.al. 2408.11804 translate read link
2024-08-21 SBDet: A Symmetry-Breaking Object Detector via Relaxed Rotation-Equivariance Zhiqiang Wu et.al. 2408.11760 translate read null
2024-08-21 Improving Calibration by Relating Focal Loss, Temperature Scaling, and Properness Viacheslav Komisarenko et.al. 2408.11598 translate read link
2024-08-21 MSCPT: Few-shot Whole Slide Image Classification with Multi-scale and Context-focused Prompt Tuning Minghao Han et.al. 2408.11505 translate read null
2024-08-21 Enabling Small Models for Zero-Shot Classification through Model Label Learning Jia Zhang et.al. 2408.11449 translate read null
2024-08-21 Automatic Dataset Construction (ADC): Sample Collection, Data Curation, and Beyond Minghao Liu et.al. 2408.11338 translate read null
2024-08-21 Towards Evaluating Large Language Models on Sarcasm Understanding Yazhou Zhang et.al. 2408.11319 translate read null
2024-08-20 Privacy-preserving Universal Adversarial Defense for Black-box Models Qiao Li et.al. 2408.10647 translate read null
2024-08-20 A Tutorial on Explainable Image Classification for Dementia Stages Using Convolutional Neural Network and Gradient-weighted Class Activation Mapping Kevin Kam Fung Yuen et.al. 2408.10572 translate read null
2024-08-20 NoMatterXAI: Generating “No Matter What” Alterfactual Examples for Explaining Black-Box Text Classification Models Tuc Nguyen et.al. 2408.10528 translate read null
2024-08-20 Cervical Cancer Detection Using Multi-Branch Deep Learning Model Tatsuhiro Baba et.al. 2408.10498 translate read null
2024-08-19 HaSPeR: An Image Repository for Hand Shadow Puppet Recognition Syed Rifat Raiyan et.al. 2408.10360 translate read link
2024-08-19 Leveraging Superfluous Information in Contrastive Representation Learning Xuechu Yu et.al. 2408.10292 translate read null
2024-08-19 SMILE: Zero-Shot Sparse Mixture of Low-Rank Experts Construction From Pre-Trained Foundation Models Anke Tang et.al. 2408.10174 translate read link
2024-08-19 Towards Robust Federated Image Classification: An Empirical Study of Weight Selection Strategies in Manufacturing Vinit Hegiste et.al. 2408.10024 translate read null
2024-08-19 Detecting Adversarial Attacks in Semantic Segmentation via Uncertainty Estimation: A Deep Analysis Kira Maag et.al. 2408.10021 translate read null
2024-08-19 Active Learning for Identifying Disaster-Related Tweets: A Comparison with Keyword Filtering and Generic Fine-Tuning David Hanny et.al. 2408.09914 translate read null
2024-08-19 Ranking Generated Answers: On the Agreement of Retrieval Models with Humans on Consumer Health Questions Sebastian Heineking et.al. 2408.09831 translate read null
2024-08-19 AutoML-guided Fusion of Entity and LLM-based representations Boshko Koloski et.al. 2408.09794 translate read null
2024-08-19 Dataset Distillation for Histopathology Image Classification Cong Cong et.al. 2408.09709 translate read null
2024-08-19 A Strategy to Combine 1stGen Transformers and Open LLMs for Automatic Text Classification Claudio M. V. de Andrade et.al. 2408.09629 translate read null
2024-08-18 Attention Is Not What You Need: Revisiting Multi-Instance Learning for Whole Slide Image Classification Xin Liu et.al. 2408.09449 translate read null
2024-08-17 Narrowing the Focus: Learned Optimizers for Pretrained Models Gus Kristiansen et.al. 2408.09310 translate read null
2024-08-16 DPA: Dual Prototypes Alignment for Unsupervised Adaptation of Vision-Language Models Eman Ali et.al. 2408.08855 translate read link
2024-08-16 LEVIS: Large Exact Verifiable Input Spaces for Neural Networks Mohamad Fares El Hajj Chehade et.al. 2408.08824 translate read null
2024-08-16 Leveraging FourierKAN Classification Head for Pre-Trained Transformer-based Text Classification Abdullah Al Imran et.al. 2408.08803 translate read null
2024-08-16 Xpikeformer: Hybrid Analog-Digital Hardware Acceleration for Spiking Transformers Zihang Song et.al. 2408.08794 translate read null
2024-08-16 Quantum convolutional neural networks for jet images classification Hala Elhag et.al. 2408.08701 translate read null
2024-08-16 MM-UNet: A Mixed MLP Architecture for Improved Ophthalmic Image Segmentation Zunjie Xiao et.al. 2408.08600 translate read null
2024-08-16 Tell Codec What Worth Compressing: Semantically Disentangled Image Coding for Machine with LMMs Jinming Liu et.al. 2408.08575 translate read null
2024-08-16 Efficient Image-to-Image Diffusion Classifier for Adversarial Robustness Hefei Mei et.al. 2408.08502 translate read link
2024-08-15 Beyond Uniform Query Distribution: Key-Driven Grouped Query Attention Zohaib Khan et.al. 2408.08454 translate read link
2024-08-15 Predictive uncertainty estimation in deep learning for lung carcinoma classification in digital pathology under real dataset shifts Abdur R. Fayjie et.al. 2408.08432 translate read null
2024-08-15 SLCA++: Unleash the Power of Sequential Fine-tuning for Continual Learning with Pre-training Gengwei Zhang et.al. 2408.08295 translate read link
2024-08-15 Moving Healthcare AI-Support Systems for Visually Detectable Diseases onto Constrained Devices Tess Watt et.al. 2408.08215 translate read null
2024-08-15 Towards flexible perception with visual memory Robert Geirhos et.al. 2408.08172 translate read link
2024-08-15 Category-Prompt Refined Feature Learning for Long-Tailed Multi-Label Image Classification Jiexuan Yan et.al. 2408.08125 translate read link
2024-08-15 HAIR: Hypernetworks-based All-in-One Image Restoration Jin Cao et.al. 2408.08091 translate read link
2024-08-14 Large Language Models Prompting With Episodic Memory Dai Do et.al. 2408.07465 translate read null
2024-08-14 Leveraging Perceptual Scores for Dataset Pruning in Computer Vision Tasks Raghavendra Singh et.al. 2408.07243 translate read null
2024-08-13 Efficient Search for Customized Activation Functions with Gradient Descent Lukas Strack et.al. 2408.06820 translate read link
2024-08-13 Do Vision-Language Foundational models show Robust Visual Perception? Shivam Chandhok et.al. 2408.06781 translate read link
2024-08-13 Towards Cross-Domain Single Blood Cell Image Classification via Large-Scale LoRA-based Segment Anything Model Yongcheng Li et.al. 2408.06716 translate read link
2024-08-13 Coherence Awareness in Diffractive Neural Networks Matan Kleiner et.al. 2408.06681 translate read null
2024-08-12 Is it a work or leisure travel? Applying text classification to identify work-related travel on social networks Lucas Félix et.al. 2408.06341 translate read null
2024-08-12 Audio Enhancement for Computer Audition – An Iterative Training Paradigm Using Sample Importance Manuel Milling et.al. 2408.06264 translate read null
2024-08-12 Deep Learning System Boundary Testing through Latent Space Style Mixing Amr Abdellatif et.al. 2408.06258 translate read null
2024-08-12 Global-to-Local Support Spectrums for Language Model Explainability Lucas Agussurja et.al. 2408.05976 translate read null
2024-08-12 A Simple Task-aware Contrastive Local Descriptor Selection Strategy for Few-shot Learning between inter class and intra class Qian Qiao et.al. 2408.05953 translate read null
2024-08-12 Classifier Guidance Enhances Diffusion-based Adversarial Purification by Preserving Predictive Information Mingkun Zhang et.al. 2408.05900 translate read null
2024-08-11 HiLight: A Hierarchy-aware Light Global Model with Hierarchical Local ConTrastive Learning Zhijian Chen et.al. 2408.05786 translate read null
2024-08-11 PRECISe : Prototype-Reservation for Explainable Classification under Imbalanced and Scarce-Data Settings Vaibhav Ganatra et.al. 2408.05754 translate read null
2024-08-11 Disposable-key-based image encryption for collaborative learning of Vision Transformer Rei Aso et.al. 2408.05737 translate read null
2024-08-11 A Novel Momentum-Based Deep Learning Techniques for Medical Image Classification and Segmentation Koushik Biswas et.al. 2408.05692 translate read null
2024-08-09 A conformalized learning of a prediction set with applications to medical imaging classification Roy Hirsch et.al. 2408.05037 translate read null
2024-08-09 Generalisation First, Memorisation Second? Memorisation Localisation for Natural Language Classification Tasks Verna Dankers et.al. 2408.04965 translate read null
2024-08-09 LiD-FL: Towards List-Decodable Federated Learning Hong Liu et.al. 2408.04963 translate read null
2024-08-09 In Defense of Lazy Visual Grounding for Open-Vocabulary Semantic Segmentation Dahyun Kang et.al. 2408.04961 translate read link
2024-08-08 Enhanced Prototypical Part Network (EPPNet) For Explainable Image Classification Via Prototypes Bhushan Atote et.al. 2408.04606 translate read null
2024-08-08 SCENE: Evaluating Explainable AI Techniques Using Soft Counterfactuals Haoran Zheng et.al. 2408.04575 translate read null
2024-08-08 An experimental comparative study of backpropagation and alternatives for training binary neural networks for image classification Ben Crulis et.al. 2408.04460 translate read null
2024-08-08 Dual-branch PolSAR Image Classification Based on GraphMAE and Local Feature Extraction Yuchen Wang et.al. 2408.04294 translate read null
2024-08-07 FMiFood: Multi-modal Contrastive Learning for Food Image Classification Xinyue Pan et.al. 2408.03922 translate read null
2024-08-07 Leveraging Variation Theory in Counterfactual Data Augmentation for Optimized Active Learning Simret Araya Gebreegziabher et.al. 2408.03819 translate read null
2024-08-07 Intuitionistic Fuzzy Cognitive Maps for Interpretable Image Classification Georgia Sovatzidi et.al. 2408.03745 translate read null
2024-08-07 CAS-ViT: Convolutional Additive Self-attention Vision Transformers for Efficient Mobile Applications Tianfang Zhang et.al. 2408.03703 translate read link
2024-08-07 Designing Extremely Memory-Efficient CNNs for On-device Vision Tasks Jaewook Lee et.al. 2408.03663 translate read null
2024-08-07 Making Robust Generalizers Less Rigid with Soft Ascent-Descent Matthew J. Holland et.al. 2408.03619 translate read null
2024-08-06 AI Foundation Models in Remote Sensing: A Survey Siqi Lu et.al. 2408.03464 translate read null
2024-08-06 Compress and Compare: Interactively Evaluating Efficiency and Behavior Across ML Model Compression Experiments Angie Boggust et.al. 2408.03274 translate read null
2024-08-06 A Debiased Nearest Neighbors Framework for Multi-Label Text Classification Zifeng Cheng et.al. 2408.03202 translate read null
2024-08-06 Leveraging Parameter Efficient Training Methods for Low Resource Text Classification: A Case Study in Marathi Pranita Deshmukh et.al. 2408.03172 translate read null
2024-08-06 Comb, Prune, Distill: Towards Unified Pruning for Vision Model Compression Jonas Schmitt et.al. 2408.03046 translate read null
2024-08-06 L3iTC at the FinLLM Challenge Task: Quantization for Financial Text Classification & Summarization Elvys Linhares Pontes et.al. 2408.03033 translate read null
2024-08-06 Adversarial Robustness of Open-source Text Classification Models and Fine-Tuning Chains Hao Qin et.al. 2408.02963 translate read null
2024-08-06 Dual-View Pyramid Pooling in Deep Neural Networks for Improved Medical Image Classification and Confidence Calibration Xiaoqing Zhang et.al. 2408.02906 translate read null
2024-08-05 Interpretation of the Intent Detection Problem as Dynamics in a Low-dimensional Space Eduardo Sanchez-Karhunen et.al. 2408.02838 translate read null
2024-08-05 Pre-trained Encoder Inference: Revealing Upstream Encoders In Downstream Machine Learning Services Shaopeng Fu et.al. 2408.02814 translate read null
2024-08-05 FPT+: A Parameter and Memory Efficient Transfer Learning Method for High-resolution Medical Image Classification Yijin Huang et.al. 2408.02426 translate read null
2024-08-05 On the Robustness of Malware Detectors to Adversarial Samples Muhammad Salman et.al. 2408.02310 translate read null
2024-08-05 Low-Cost Self-Ensembles Based on Multi-Branch Transformation and Grouped Convolution Hojung Lee et.al. 2408.02307 translate read null
2024-08-05 Network Fission Ensembles for Low-Cost Self-Ensembles Hojung Lee et.al. 2408.02301 translate read null
2024-08-04 VidModEx: Interpretable and Efficient Black Box Model Extraction for High-Dimensional Spaces Somnath Sendhil Kumar et.al. 2408.02140 translate read link
2024-08-04 DeMansia: Mamba Never Forgets Any Tokens Ricky Fang et.al. 2408.01986 translate read null
2024-08-06 A Survey and Evaluation of Adversarial Attacks for Object Detection Khoi Nguyen Tiet Nguyen et.al. 2408.01934 translate read null
2024-08-03 Safe Semi-Supervised Contrastive Learning Using In-Distribution Data as Positive Examples Min Gu Kwak et.al. 2408.01872 translate read null
2024-08-03 LAM3D: Leveraging Attention for Monocular 3D Object Detection Diana-Alexandra Sas et.al. 2408.01739 translate read null
2024-08-02 Counterfactual Explanations for Medical Image Classification and Regression using Diffusion Autoencoder Matan Atad et.al. 2408.01571 translate read null
2024-08-02 Spatial-Spectral Morphological Mamba for Hyperspectral Image Classification Muhammad Ahmad et.al. 2408.01372 translate read link
2024-08-02 WaveMamba: Spatial-Spectral Wavelet Mamba for Hyperspectral Image Classification Muhammad Ahmad et.al. 2408.01231 translate read null
2024-08-02 Multi-head Spatial-Spectral Mamba for Hyperspectral Image Classification Muhammad Ahmad et.al. 2408.01224 translate read link
2024-08-02 Rethinking Pre-trained Feature Extractor Selection in Multiple Instance Learning for Whole Slide Image Classification Bryan Wong et.al. 2408.01167 translate read null
2024-08-01 CERT-ED: Certifiably Robust Text Classification for Edit Distance Zhuoqun Huang et.al. 2408.00728 translate read null
2024-08-01 Deep Learning in Medical Image Classification from MRI-based Brain Tumor Images Xiaoyi Liu et.al. 2408.00636 translate read null
2024-08-01 DECIDER: Leveraging Foundation Model Priors for Improved Model Failure Detection and Explanation Rakshith Subramanyam et.al. 2408.00331 translate read null
2024-08-01 DFE-IANet: A Method for Polyp Image Classification Based on Dual-domain Feature Extraction and Interaction Attention Wei Wang et.al. 2407.20843 translate read null
2024-08-01 The Susceptibility of Example-Based Explainability Methods to Class Outliers Ikhtiyor Nematov et.al. 2407.20678 translate read null

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