Classification - 2024-07

Publish Date Title Authors PDF Translate Read Code
2024-07-31 Vera Verto: Multimodal Hijacking Attack Minxing Zhang et.al. 2408.00129 translate read null
2024-07-31 Learning Video Context as Interleaved Multimodal Sequences Kevin Qinghong Lin et.al. 2407.21757 translate read link
2024-07-30 Contrasting Deep Learning Models for Direct Respiratory Insufficiency Detection Versus Blood Oxygen Saturation Estimation Marcelo Matheus Gauy et.al. 2407.20989 translate read null
2024-07-30 Faithful and Plausible Natural Language Explanations for Image Classification: A Pipeline Approach Adam Wojciechowski et.al. 2407.20899 translate read null
2024-07-30 Knowledge Fused Recognition: Fusing Hierarchical Knowledge for Image Recognition through Quantitative Relativity Modeling and Deep Metric Learning Yunfeng Zhao et.al. 2407.20600 translate read null
2024-07-30 Exploring Liquid Neural Networks on Loihi-2 Wiktoria Agata Pawlak et.al. 2407.20590 translate read null
2024-07-29 Graphite: A Graph-based Extreme Multi-Label Short Text Classifier for Keyphrase Recommendation Ashirbad Mishra et.al. 2407.20462 translate read null
2024-07-29 Diffusion Feedback Helps CLIP See Better Wenxuan Wang et.al. 2407.20171 translate read link
2024-07-29 Distilling High Diagnostic Value Patches for Whole Slide Image Classification Using Attention Mechanism Tianhang Nan et.al. 2407.19821 translate read null
2024-07-28 Competition-based Adaptive ReLU for Deep Neural Networks Junjia Chen et.al. 2407.19441 translate read null
2024-07-28 Depth-Wise Convolutions in Vision Transformers for Efficient Training on Small Datasets Tianxiao Zhang et.al. 2407.19394 translate read link
2024-07-27 Inference-Time Selective Debiasing Gleb Kuzmin et.al. 2407.19345 translate read null
2024-07-27 Stellar Blend Image Classification Using Computationally Efficient Gaussian Processes Chinedu Eleh et.al. 2407.19297 translate read null
2024-07-27 Towards Robust Few-shot Class Incremental Learning in Audio Classification using Contrastive Representation Riyansha Singh et.al. 2407.19265 translate read null
2024-07-27 A Survey of Malware Detection Using Deep Learning Ahmed Bensaoud et.al. 2407.19153 translate read null
2024-07-26 UniForensics: Face Forgery Detection via General Facial Representation Ziyuan Fang et.al. 2407.19079 translate read null
2024-07-26 A Scalable Quantum Non-local Neural Network for Image Classification Sparsh Gupta et.al. 2407.18906 translate read link
2024-07-26 Unifying Visual and Semantic Feature Spaces with Diffusion Models for Enhanced Cross-Modal Alignment Yuze Zheng et.al. 2407.18854 translate read null
2024-07-26 Local Binary Pattern(LBP) Optimization for Feature Extraction Zeinab Sedaghatjoo et.al. 2407.18665 translate read null
2024-07-26 Topology Optimization of Random Memristors for Input-Aware Dynamic SNN Bo Wang et.al. 2407.18625 translate read null
2024-07-26 Content-driven Magnitude-Derivative Spectrum Complementary Learning for Hyperspectral Image Classification Huiyan Bai et.al. 2407.18593 translate read null
2024-07-26 VSSD: Vision Mamba with Non-Casual State Space Duality Yuheng Shi et.al. 2407.18559 translate read link
2024-07-25 Self-supervised pre-training with diffusion model for few-shot landmark detection in x-ray images Roberto Di Via et.al. 2407.18125 translate read null
2024-07-25 Mew: Multiplexed Immunofluorescence Image Analysis through an Efficient Multiplex Network Sukwon Yun et.al. 2407.17857 translate read link
2024-07-25 SAM-MIL: A Spatial Contextual Aware Multiple Instance Learning Approach for Whole Slide Image Classification Heng Fang et.al. 2407.17689 translate read link
2024-07-26 Unsqueeze [CLS] Bottleneck to Learn Rich Representations Qing Su et.al. 2407.17671 translate read link
2024-07-24 Explaining the Model, Protecting Your Data: Revealing and Mitigating the Data Privacy Risks of Post-Hoc Model Explanations via Membership Inference Catherine Huang et.al. 2407.17663 translate read null
2024-07-23 S-E Pipeline: A Vision Transformer (ViT) based Resilient Classification Pipeline for Medical Imaging Against Adversarial Attacks Neha A S et.al. 2407.17587 translate read null
2024-07-24 A Novel Two-Step Fine-Tuning Pipeline for Cold-Start Active Learning in Text Classification Tasks Fabiano Belém et.al. 2407.17284 translate read null
2024-07-24 Graph Neural Networks: A suitable Alternative to MLPs in Latent 3D Medical Image Classification? Johannes Kiechle et.al. 2407.17219 translate read link
2024-07-24 Quanv4EO: Empowering Earth Observation by means of Quanvolutional Neural Networks Alessandro Sebastianelli et.al. 2407.17108 translate read null
2024-07-24 An Adaptive Gradient Regularization Method Huixiu Jiang et.al. 2407.16944 translate read null
2024-07-23 Lawma: The Power of Specialization for Legal Tasks Ricardo Dominguez-Olmedo et.al. 2407.16615 translate read null
2024-07-23 Deep Bayesian segmentation for colon polyps: Well-calibrated predictions in medical imaging Daniela L. Ramos et.al. 2407.16608 translate read null
2024-07-23 Designing robust diffractive neural networks with improved transverse shift tolerance Daniil V. Soshnikov et.al. 2407.16456 translate read null
2024-07-23 Image Classification using Fuzzy Pooling in Convolutional Kolmogorov-Arnold Networks Ayan Igali et.al. 2407.16268 translate read null
2024-07-23 HSVLT: Hierarchical Scale-Aware Vision-Language Transformer for Multi-Label Image Classification Shuyi Ouyang et.al. 2407.16244 translate read null
2024-07-23 Improved Few-Shot Image Classification Through Multiple-Choice Questions Dipika Khullar et.al. 2407.16145 translate read null
2024-07-22 Pavement Fatigue Crack Detection and Severity Classification Based on Convolutional Neural Network Zhen Wang et.al. 2407.16021 translate read null
2024-07-22 AIDE: Antithetical, Intent-based, and Diverse Example-Based Explanations Ikhtiyor Nematov et.al. 2407.16010 translate read null
2024-07-22 Comprehensive Study on Performance Evaluation and Optimization of Model Compression: Bridging Traditional Deep Learning and Large Language Models Aayush Saxena et.al. 2407.15904 translate read null
2024-07-22 Beyond Size and Class Balance: Alpha as a New Dataset Quality Metric for Deep Learning Josiah Couch et.al. 2407.15724 translate read null
2024-07-22 Retinomorphic Feature Detection and Machine Vision in a Network Laser Wai Kit Ng et.al. 2407.15558 translate read null
2024-07-22 Learning deep illumination-robust features from multispectral filter array images Anis Amziane et.al. 2407.15472 translate read null
2024-07-22 Is user feedback always informative? Retrieval Latent Defending for Semi-Supervised Domain Adaptation without Source Data Junha Song et.al. 2407.15383 translate read null
2024-07-22 FMDNN: A Fuzzy-guided Multi-granular Deep Neural Network for Histopathological Image Classification Weiping Ding et.al. 2407.15312 translate read null
2024-07-21 Assessing Sample Quality via the Latent Space of Generative Models Jingyi Xu et.al. 2407.15171 translate read null
2024-07-21 A multi-level multi-label text classification dataset of 19th century Ottoman and Russian literary and critical texts Gokcen Gokceoglu et.al. 2407.15136 translate read null
2024-07-20 Toward Efficient Convolutional Neural Networks With Structured Ternary Patterns Christos Kyrkou et.al. 2407.14831 translate read link
2024-07-20 Subgraph Clustering and Atom Learning for Improved Image Classification Aryan Singh et.al. 2407.14772 translate read null
2024-07-20 A Comprehensive Review of Few-shot Action Recognition Yuyang Wanyan et.al. 2407.14744 translate read null
2024-07-19 DEPICT: Diffusion-Enabled Permutation Importance for Image Classification Tasks Sarah Jabbour et.al. 2407.14509 translate read null
2024-07-19 Enhancing Zero-shot Audio Classification using Sound Attribute Knowledge from Large Language Models Xuenan Xu et.al. 2407.14355 translate read null
2024-07-19 EmoCAM: Toward Understanding What Drives CNN-based Emotion Recognition Youssef Doulfoukar et.al. 2407.14314 translate read null
2024-07-18 CoAPT: Context Attribute words for Prompt Tuning Gun Lee et.al. 2407.13808 translate read null
2024-07-18 GroupMamba: Parameter-Efficient and Accurate Group Visual State Space Model Abdelrahman Shaker et.al. 2407.13772 translate read link
2024-07-18 Addressing Imbalance for Class Incremental Learning in Medical Image Classification Xuze Hao et.al. 2407.13768 translate read null
2024-07-18 Differential Privacy Mechanisms in Neural Tangent Kernel Regression Jiuxiang Gu et.al. 2407.13621 translate read null
2024-07-18 CycleMix: Mixing Source Domains for Domain Generalization in Style-Dependent Data Aristotelis Ballas et.al. 2407.13421 translate read link
2024-07-17 LookupViT: Compressing visual information to a limited number of tokens Rajat Koner et.al. 2407.12753 translate read null
2024-07-17 Toward INT4 Fixed-Point Training via Exploring Quantization Error for Gradients Dohyung Kim et.al. 2407.12637 translate read null
2024-07-17 Domain-specific or Uncertainty-aware models: Does it really make a difference for biomedical text classification? Aman Sinha et.al. 2407.12626 translate read null
2024-07-18 Benchmarking Robust Self-Supervised Learning Across Diverse Downstream Tasks Antoni Kowalczuk et.al. 2407.12588 translate read link
2024-07-17 Non-parametric regularization for class imbalance federated medical image classification Jeffry Wicaksana et.al. 2407.12446 translate read link
2024-07-17 FETCH: A Memory-Efficient Replay Approach for Continual Learning in Image Classification Markus Weißflog et.al. 2407.12375 translate read null
2024-07-17 Adaptive Cascading Network for Continual Test-Time Adaptation Kien X. Nguyen et.al. 2407.12240 translate read null
2024-07-16 Generalized Coverage for More Robust Low-Budget Active Learning Wonho Bae et.al. 2407.12212 translate read null
2024-07-18 A Closer Look at Benchmarking Self-Supervised Pre-training with Image Classification Markus Marks et.al. 2407.12210 translate read null
2024-07-16 Novel Artistic Scene-Centric Datasets for Effective Transfer Learning in Fragrant Spaces Shumei Liu et.al. 2407.11701 translate read null
2024-07-16 Probing the Efficacy of Federated Parameter-Efficient Fine-Tuning of Vision Transformers for Medical Image Classification Naif Alkhunaizi et.al. 2407.11573 translate read null
2024-07-16 TCFormer: Visual Recognition via Token Clustering Transformer Wang Zeng et.al. 2407.11321 translate read link
2024-07-16 PADRe: A Unifying Polynomial Attention Drop-in Replacement for Efficient Vision Transformer Pierre-David Letourneau et.al. 2407.11306 translate read null
2024-07-15 Unconstrained Open Vocabulary Image Classification: Zero-Shot Transfer from Text to Image via CLIP Inversion Philipp Allgeuer et.al. 2407.11211 translate read null
2024-07-16 DataDream: Few-shot Guided Dataset Generation Jae Myung Kim et.al. 2407.10910 translate read link
2024-07-15 Pathology-knowledge Enhanced Multi-instance Prompt Learning for Few-shot Whole Slide Image Classification Linhao Qu et.al. 2407.10814 translate read null
2024-07-15 Employing Sentence Space Embedding for Classification of Data Stream from Fake News Domain Paweł Zyblewski et.al. 2407.10807 translate read null
2024-07-15 Anticipating Future Object Compositions without Forgetting Youssef Zahran et.al. 2407.10723 translate read null
2024-07-15 GeoMix: Towards Geometry-Aware Data Augmentation Wentao Zhao et.al. 2407.10681 translate read link
2024-07-15 Learning Natural Consistency Representation for Face Forgery Video Detection Daichi Zhang et.al. 2407.10550 translate read null
2024-07-15 Improving Hyperbolic Representations via Gromov-Wasserstein Regularization Yifei Yang et.al. 2407.10495 translate read null
2024-07-15 Backdoor Attacks against Image-to-Image Networks Wenbo Jiang et.al. 2407.10445 translate read null
2024-07-14 Deep Learning Algorithms for Early Diagnosis of Acute Lymphoblastic Leukemia Dimitris Papaioannou et.al. 2407.10251 translate read null
2024-07-14 Advancing Continual Learning for Robust Deepfake Audio Classification Feiyi Dong et.al. 2407.10108 translate read null
2024-07-12 Evaluating the Adversarial Robustness of Semantic Segmentation: Trying Harder Pays Off Levente Halmosi et.al. 2407.09150 translate read link
2024-07-12 Open Vocabulary Multi-Label Video Classification Rohit Gupta et.al. 2407.09073 translate read null
2024-07-12 GPC: Generative and General Pathology Image Classifier Anh Tien Nguyen et.al. 2407.09035 translate read null
2024-07-12 CAMP: Continuous and Adaptive Learning Model in Pathology Anh Tien Nguyen et.al. 2407.09030 translate read null
2024-07-12 SlideGCD: Slide-based Graph Collaborative Training with Knowledge Distillation for Whole Slide Image Classification Tong Shu et.al. 2407.08968 translate read null
2024-07-12 Domain-Hierarchy Adaptation via Chain of Iterative Reasoning for Few-shot Hierarchical Text Classification Ke Ji et.al. 2407.08959 translate read null
2024-07-11 Local Clustering for Lung Cancer Image Classification via Sparse Solution Technique Jackson Hamel et.al. 2407.08800 translate read null
2024-07-11 Data Adaptive Traceback for Vision-Language Foundation Models in Image Classification Wenshuo Peng et.al. 2407.08787 translate read null
2024-07-11 ElasticAST: An Audio Spectrogram Transformer for All Length and Resolutions Jiu Feng et.al. 2407.08691 translate read link
2024-07-11 Histopathological Image Classification with Cell Morphology Aware Deep Neural Networks Andrey Ignatov et.al. 2407.08625 translate read link
2024-07-11 BiasPruner: Debiased Continual Learning for Medical Image Classification Nourhan Bayasi et.al. 2407.08609 translate read link
2024-07-11 GraphMamba: An Efficient Graph Structure Learning Vision Mamba for Hyperspectral Image Classification Aitao Yang et.al. 2407.08255 translate read link
2024-07-11 Beyond Text: Leveraging Multi-Task Learning and Cognitive Appraisal Theory for Post-Purchase Intention Analysis Gerard Christopher Yeo et.al. 2407.08182 translate read null
2024-07-11 Enrich the content of the image Using Context-Aware Copy Paste Qiushi Guo et.al. 2407.08151 translate read null
2024-07-10 MambaVision: A Hybrid Mamba-Transformer Vision Backbone Ali Hatamizadeh et.al. 2407.08083 translate read link
2024-07-10 The Misclassification Likelihood Matrix: Some Classes Are More Likely To Be Misclassified Than Others Daniel Sikar et.al. 2407.07818 translate read null
2024-07-11 Trainable Highly-expressive Activation Functions Irit Chelly et.al. 2407.07564 translate read null
2024-07-10 HDKD: Hybrid Data-Efficient Knowledge Distillation Network for Medical Image Classification Omar S. EL-Assiouti et.al. 2407.07516 translate read null
2024-07-10 Towards a text-based quantitative and explainable histopathology image analysis Anh Tien Nguyen et.al. 2407.07360 translate read null
2024-07-11 FALFormer: Feature-aware Landmarks self-attention for Whole-slide Image Classification Doanh C. Bui et.al. 2407.07340 translate read link
2024-07-10 Dual-stage Hyperspectral Image Classification Model with Spectral Supertoken Peifu Liu et.al. 2407.07307 translate read link
2024-07-09 Exploring Camera Encoder Designs for Autonomous Driving Perception Barath Lakshmanan et.al. 2407.07276 translate read null
2024-07-09 CTRL-F: Pairing Convolution with Transformer for Image Classification via Multi-Level Feature Cross-Attention and Representation Learning Fusion Hosam S. EL-Assiouti et.al. 2407.06673 translate read null
2024-07-09 NoisyAG-News: A Benchmark for Addressing Instance-Dependent Noise in Text Classification Hongfei Huang et.al. 2407.06579 translate read null
2024-07-08 Hybrid Classical-Quantum architecture for vectorised image classification of hand-written sketches Y. Cordero et.al. 2407.06416 translate read null
2024-07-08 GeoWATCH for Detecting Heavy Construction in Heterogeneous Time Series of Satellite Images Jon Crall et.al. 2407.06337 translate read null
2024-07-08 Multi-Label Plant Species Classification with Self-Supervised Vision Transformers Murilo Gustineli et.al. 2407.06298 translate read link
2024-07-08 Active Label Refinement for Robust Training of Imbalanced Medical Image Classification Tasks in the Presence of High Label Noise Bidur Khanal et.al. 2407.05973 translate read null
2024-07-08 Wavelet Convolutions for Large Receptive Fields Shahaf E. Finder et.al. 2407.05848 translate read link
2024-07-08 Evaluating the Fairness of Neural Collapse in Medical Image Classification Kaouther Mouheb et.al. 2407.05843 translate read null
2024-07-08 Learning to Adapt Category Consistent Meta-Feature of CLIP for Few-Shot Classification Jiaying Shi et.al. 2407.05647 translate read null
2024-07-08 New Directions in Text Classification Research: Maximizing The Performance of Sentiment Classification from Limited Data Surya Agustian et.al. 2407.05627 translate read null
2024-07-08 Momentum Auxiliary Network for Supervised Local Learning Junhao Su et.al. 2407.05623 translate read link
2024-07-08 Open-world Multi-label Text Classification with Extremely Weak Supervision Xintong Li et.al. 2407.05609 translate read link
2024-07-08 FALIP: Visual Prompt as Foveal Attention Boosts CLIP Zero-Shot Performance Jiedong Zhuang et.al. 2407.05578 translate read null
2024-07-08 An accurate detection is not all you need to combat label noise in web-noisy datasets Paul Albert et.al. 2407.05528 translate read null
2024-07-07 Leveraging Topological Guidance for Improved Knowledge Distillation Eun Som Jeon et.al. 2407.05316 translate read link
2024-07-05 AWT: Transferring Vision-Language Models via Augmentation, Weighting, and Transportation Yuhan Zhu et.al. 2407.04603 translate read null
2024-07-05 AMD: Automatic Multi-step Distillation of Large-scale Vision Models Cheng Han et.al. 2407.04208 translate read null
2024-07-04 LeDNet: Localization-enabled Deep Neural Network for Multi-Label Radiography Image Classification Lalit Pant et.al. 2407.03931 translate read null
2024-07-04 DocXplain: A Novel Model-Agnostic Explainability Method for Document Image Classification Saifullah Saifullah et.al. 2407.03830 translate read null
2024-07-04 reBEN: Refined BigEarthNet Dataset for Remote Sensing Image Analysis Kai Norman Clasen et.al. 2407.03653 translate read link
2024-07-04 Resampled Datasets Are Not Enough: Mitigating Societal Bias Beyond Single Attributes Yusuke Hirota et.al. 2407.03623 translate read null
2024-07-04 Self Adaptive Threshold Pseudo-labeling and Unreliable Sample Contrastive Loss for Semi-supervised Image Classification Xuerong Zhang et.al. 2407.03596 translate read null
2024-07-04 DGR-MIL: Exploring Diverse Global Representation in Multiple Instance Learning for Whole Slide Image Classification Wenhui Zhu et.al. 2407.03575 translate read link
2024-07-03 A multicategory jet image classification framework using deep neural network Jairo Orozco Sandoval et.al. 2407.03524 translate read null
2024-07-03 Model Guidance via Explanations Turns Image Classifiers into Segmentation Models Xiaoyan Yu et.al. 2407.03009 translate read null
2024-07-03 ShiftAddAug: Augment Multiplication-Free Tiny Neural Network with Hybrid Computation Yipin Guo et.al. 2407.02881 translate read null
2024-07-03 Fine-Grained Scene Image Classification with Modality-Agnostic Adapter Yiqun Wang et.al. 2407.02769 translate read link
2024-07-03 ADFQ-ViT: Activation-Distribution-Friendly Post-Training Quantization for Vision Transformers Yanfeng Jiang et.al. 2407.02763 translate read null
2024-07-02 Spectral Graph Reasoning Network for Hyperspectral Image Classification Huiling Wang et.al. 2407.02647 translate read null
2024-07-01 CGRclust: Chaos Game Representation for Twin Contrastive Clustering of Unlabelled DNA Sequences Fatemeh Alipour et.al. 2407.02538 translate read link
2024-07-02 Exploring the Role of Transliteration in In-Context Learning for Low-resource Languages Written in Non-Latin Scripts Chunlan Ma et.al. 2407.02320 translate read null
2024-07-03 Federated Distillation for Medical Image Classification: Towards Trustworthy Computer-Aided Diagnosis Sufen Ren et.al. 2407.02261 translate read null
2024-07-02 Hybrid Feature Collaborative Reconstruction Network for Few-Shot Fine-Grained Image Classification Shulei Qiu et.al. 2407.02123 translate read null
2024-07-01 Optimized Learning for X-Ray Image Classification for Multi-Class Disease Diagnoses with Accelerated Computing Strategies Sebastian A. Cruz Romero et.al. 2407.01705 translate read null
2024-07-02 xLSTM-UNet can be an Effective 2D & 3D Medical Image Segmentation Backbone with Vision-LSTM (ViL) better than its Mamba Counterpart Tianrun Chen et.al. 2407.01530 translate read link
2024-07-01 Scarecrow monitoring system:employing mobilenet ssd for enhanced animal supervision Balaji VS et.al. 2407.01435 translate read null
2024-07-01 Semantic Compositions Enhance Vision-Language Contrastive Learning Maxwell Aladago et.al. 2407.01408 translate read null
2024-07-01 GalLoP: Learning Global and Local Prompts for Vision-Language Models Marc Lafon et.al. 2407.01400 translate read null
2024-07-01 Protecting Privacy in Classifiers by Token Manipulation Re’em Harel et.al. 2407.01334 translate read null
2024-07-01 Gradient-based Class Weighting for Unsupervised Domain Adaptation in Dense Prediction Visual Tasks Roberto Alcover-Couso et.al. 2407.01327 translate read null

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