Classification - 2024-11
Classification - 2024-11
| Publish Date | Title | Authors | Translate | Read | Code | |
|---|---|---|---|---|---|---|
| 2024-11-29 | LLM Teacher-Student Framework for Text Classification With No Manually Annotated Data: A Case Study in IPTC News Topic Classification | Taja Kuzman et.al. | 2411.19638 | translate | read | link |
| 2024-11-29 | FairDD: Fair Dataset Distillation via Synchronized Matching | Qihang Zhou et.al. | 2411.19623 | translate | read | null |
| 2024-11-29 | Memristive Nanowire Network for Energy Efficient Audio Classification: Pre-Processing-Free Reservoir Computing with Reduced Latency | Akshaya Rajesh et.al. | 2411.19611 | translate | read | null |
| 2024-11-29 | Contextual Checkerboard Denoise – A Novel Neural Network-Based Approach for Classification-Aware OCT Image Denoising | Md. Touhidul Islam et.al. | 2411.19549 | translate | read | link |
| 2024-11-28 | CLIP meets DINO for Tuning Zero-Shot Classifier using Unlabeled Image Collections | Mohamed Fazli Imam et.al. | 2411.19346 | translate | read | link |
| 2024-11-28 | Quantum Neural Networks in Practice: A Comparative Study with Classical Models from Standard Data Sets to Industrial Images | Daniel Basilewitsch et.al. | 2411.19276 | translate | read | null |
| 2024-11-28 | Controlling Participation in Federated Learning with Feedback | Michael Cummins et.al. | 2411.19242 | translate | read | null |
| 2024-11-28 | Introducing Three New Benchmark Datasets for Hierarchical Text Classification | Jaco du Toit et.al. | 2411.19119 | translate | read | null |
| 2024-11-28 | MVFormer: Diversifying Feature Normalization and Token Mixing for Efficient Vision Transformers | Jongseong Bae et.al. | 2411.18995 | translate | read | null |
| 2024-11-27 | Fall Leaf Adversarial Attack on Traffic Sign Classification | Anthony Etim et.al. | 2411.18776 | translate | read | null |
| 2024-11-27 | Leveraging Semi-Supervised Learning to Enhance Data Mining for Image Classification under Limited Labeled Data | Aoran Shen et.al. | 2411.18622 | translate | read | null |
| 2024-11-27 | Pruning Deep Convolutional Neural Network Using Conditional Mutual Information | Tien Vu-Van et.al. | 2411.18578 | translate | read | null |
| 2024-11-27 | Mixture of Experts in Image Classification: What’s the Sweet Spot? | Mathurin Videau et.al. | 2411.18322 | translate | read | null |
| 2024-11-27 | KANs for Computer Vision: An Experimental Study | Karthik Mohan et.al. | 2411.18224 | translate | read | null |
| 2024-11-27 | Spectral-Spatial Transformer with Active Transfer Learning for Hyperspectral Image Classification | Muhammad Ahmad et.al. | 2411.18115 | translate | read | link |
| 2024-11-27 | Vision Mamba Distillation for Low-resolution Fine-grained Image Classification | Yao Chen et.al. | 2411.17980 | translate | read | link |
| 2024-11-27 | Optimized Tradeoffs for Private Prediction with Majority Ensembling | Shuli Jiang et.al. | 2411.17965 | translate | read | null |
| 2024-11-26 | What Differentiates Educational Literature? A Multimodal Fusion Approach of Transformers and Computational Linguistics | Jordan J. Bird et.al. | 2411.17593 | translate | read | null |
| 2024-11-26 | TinyViM: Frequency Decoupling for Tiny Hybrid Vision Mamba | Xiaowen Ma et.al. | 2411.17473 | translate | read | link |
| 2024-11-26 | SpikeAtConv: An Integrated Spiking-Convolutional Attention Architecture for Energy-Efficient Neuromorphic Vision Processing | Wangdan Liao et.al. | 2411.17439 | translate | read | null |
| 2024-11-26 | CoA: Chain-of-Action for Generative Semantic Labels | Meng Wei et.al. | 2411.17406 | translate | read | link |
| 2024-11-26 | BadScan: An Architectural Backdoor Attack on Visual State Space Models | Om Suhas Deshmukh et.al. | 2411.17283 | translate | read | null |
| 2024-11-26 | An In-depth Investigation of Sparse Rate Reduction in Transformer-like Models | Yunzhe Hu et.al. | 2411.17182 | translate | read | null |
| 2024-11-25 | Contrastive Multi-graph Learning with Neighbor Hierarchical Sifting for Semi-supervised Text Classification | Wei Ai et.al. | 2411.16787 | translate | read | null |
| 2024-11-25 | A Supervised Machine Learning Approach for Assessing Grant Peer Review Reports | Gabriel Okasa et.al. | 2411.16662 | translate | read | link |
| 2024-11-25 | Debiasing Classifiers by Amplifying Bias with Latent Diffusion and Large Language Models | Donggeun Ko et.al. | 2411.16079 | translate | read | null |
| 2024-11-24 | Context-Aware Detection of Mixed Critical Events using Video Classification | Filza Akhlaq et.al. | 2411.15773 | translate | read | null |
| 2024-11-23 | MUNBa: Machine Unlearning via Nash Bargaining | Jing Wu et.al. | 2411.15537 | translate | read | null |
| 2024-11-23 | Twin Trigger Generative Networks for Backdoor Attacks against Object Detection | Zhiying Li et.al. | 2411.15439 | translate | read | null |
| 2024-11-22 | MME-Survey: A Comprehensive Survey on Evaluation of Multimodal LLMs | Chaoyou Fu et.al. | 2411.15296 | translate | read | null |
| 2024-11-21 | CODE-CL: COnceptor-Based Gradient Projection for DEep Continual Learning | Marco Paul E. Apolinario et.al. | 2411.15235 | translate | read | null |
| 2024-11-21 | BiomedCoOp: Learning to Prompt for Biomedical Vision-Language Models | Taha Koleilat et.al. | 2411.15232 | translate | read | link |
| 2024-11-22 | FOCUS: Knowledge-enhanced Adaptive Visual Compression for Few-shot Whole Slide Image Classification | Zhengrui Guo et.al. | 2411.14743 | translate | read | link |
| 2024-11-21 | Adaptable Embeddings Network (AEN) | Stan Loosmore et.al. | 2411.13786 | translate | read | null |
| 2024-11-20 | Hierarchical Text Classification (HTC) vs. eXtreme Multilabel Classification (XML): Two Sides of the Same Medal | Nerijus Bertalis et.al. | 2411.13687 | translate | read | link |
| 2024-11-20 | Combining Autoregressive and Autoencoder Language Models for Text Classification | João Gonçalves et.al. | 2411.13282 | translate | read | link |
| 2024-11-20 | MEGL: Multimodal Explanation-Guided Learning | Yifei Zhang et.al. | 2411.13053 | translate | read | null |
| 2024-11-19 | Problem-dependent convergence bounds for randomized linear gradient compression | Thomas Flynn et.al. | 2411.12898 | translate | read | null |
| 2024-11-19 | Enhancing Multi-Class Disease Classification: Neoplasms, Cardiovascular, Nervous System, and Digestive Disorders Using Advanced LLMs | Ahmed Akib Jawad Karim et.al. | 2411.12712 | translate | read | null |
| 2024-11-22 | STREAM: A Universal State-Space Model for Sparse Geometric Data | Mark Schöne et.al. | 2411.12603 | translate | read | null |
| 2024-11-19 | AdaCM $^2$ : On Understanding Extremely Long-Term Video with Adaptive Cross-Modality Memory Reduction | Yuanbin Man et.al. | 2411.12593 | translate | read | null |
| 2024-11-19 | Zero-Shot Crate Digging: DJ Tool Retrieval Using Speech Activity, Music Structure And CLAP Embeddings | Iroro Orife et.al. | 2411.12209 | translate | read | link |
| 2024-11-19 | Invariant Shape Representation Learning For Image Classification | Tonmoy Hossain et.al. | 2411.12201 | translate | read | link |
| 2024-11-19 | Self-Supervised Learning in Deep Networks: A Pathway to Robust Few-Shot Classification | Yuyang Xiao et.al. | 2411.12151 | translate | read | null |
| 2024-11-18 | Just Leaf It: Accelerating Diffusion Classifiers with Hierarchical Class Pruning | Arundhati S. Shanbhag et.al. | 2411.12073 | translate | read | link |
| 2024-11-18 | Vision Language Models Are Few-Shot Audio Spectrogram Classifiers | Satvik Dixit et.al. | 2411.12058 | translate | read | null |
| 2024-11-18 | Fair Distillation: Teaching Fairness from Biased Teachers in Medical Imaging | Milad Masroor et.al. | 2411.11939 | translate | read | null |
| 2024-11-18 | Exploring Emerging Trends and Research Opportunities in Visual Place Recognition | Antonios Gasteratos et.al. | 2411.11481 | translate | read | null |
| 2024-11-16 | MetaLA: Unified Optimal Linear Approximation to Softmax Attention Map | Yuhong Chou et.al. | 2411.10741 | translate | read | null |
| 2024-11-16 | Diagnostic Text-guided Representation Learning in Hierarchical Classification for Pathological Whole Slide Image | Jiawen Li et.al. | 2411.10709 | translate | read | null |
| 2024-11-16 | Multi-perspective Contrastive Logit Distillation | Qi Wang et.al. | 2411.10693 | translate | read | null |
| 2024-11-15 | Vision Eagle Attention: A New Lens for Advancing Image Classification | Mahmudul Hasan et.al. | 2411.10564 | translate | read | link |
| 2024-11-15 | On the Cost of Model-Serving Frameworks: An Experimental Evaluation | Pasquale De Rosa et.al. | 2411.10337 | translate | read | null |
| 2024-11-15 | Embedding Byzantine Fault Tolerance into Federated Learning via Virtual Data-Driven Consistency Scoring Plugin | Youngjoon Lee et.al. | 2411.10212 | translate | read | link |
| 2024-11-15 | Outliers resistant image classification by anomaly detection | Anton Sergeev et.al. | 2411.10150 | translate | read | null |
| 2024-11-15 | Adapting the Biological SSVEP Response to Artificial Neural Networks | Emirhan Böge et.al. | 2411.10084 | translate | read | null |
| 2024-11-15 | Evidential Federated Learning for Skin Lesion Image Classification | Rutger Hendrix et.al. | 2411.10071 | translate | read | null |
| 2024-11-14 | Adversarial Attacks Using Differentiable Rendering: A Survey | Matthew Hull et.al. | 2411.09749 | translate | read | null |
| 2024-11-14 | ResidualDroppath: Enhancing Feature Reuse over Residual Connections | Sejik Park et.al. | 2411.09475 | translate | read | null |
| 2024-11-14 | SAG-ViT: A Scale-Aware, High-Fidelity Patching Approach with Graph Attention for Vision Transformers | Shravan Venkatraman et.al. | 2411.09420 | translate | read | null |
| 2024-11-14 | Heuristical Comparison of Vision Transformers Against Convolutional Neural Networks for Semantic Segmentation on Remote Sensing Imagery | Ashim Dahal et.al. | 2411.09101 | translate | read | link |
| 2024-11-13 | Computed tomography using meta-optics | Maksym Zhelyeznuyakov et.al. | 2411.08995 | translate | read | null |
| 2024-11-13 | CoCoP: Enhancing Text Classification with LLM through Code Completion Prompt | Mohammad Mahdi Mohajeri et.al. | 2411.08979 | translate | read | null |
| 2024-11-13 | ScaleNet: Scale Invariance Learning in Directed Graphs | Qin Jiang et.al. | 2411.08758 | translate | read | link |
| 2024-11-13 | Efficient Whole Slide Image Classification through Fisher Vector Representation | Ravi Kant Gupta et.al. | 2411.08530 | translate | read | null |
| 2024-11-12 | HMIL: Hierarchical Multi-Instance Learning for Fine-Grained Whole Slide Image Classification | Cheng Jin et.al. | 2411.07660 | translate | read | null |
| 2024-11-12 | Semantic segmentation on multi-resolution optical and microwave data using deep learning | Jai G Singla et.al. | 2411.07581 | translate | read | null |
| 2024-11-11 | The Inherent Adversarial Robustness of Analog In-Memory Computing | Corey Lammie et.al. | 2411.07023 | translate | read | null |
| 2024-11-11 | ScaleKD: Strong Vision Transformers Could Be Excellent Teachers | Jiawei Fan et.al. | 2411.06786 | translate | read | link |
| 2024-11-11 | A Text Classification Model Combining Adversarial Training with Pre-trained Language Model and neural networks: A Case Study on Telecom Fraud Incident Texts | Liu Zhuoxian et.al. | 2411.06772 | translate | read | null |
| 2024-11-11 | Can KAN Work? Exploring the Potential of Kolmogorov-Arnold Networks in Computer Vision | Yueyang Cang et.al. | 2411.06727 | translate | read | null |
| 2024-11-10 | Deep Active Learning in the Open World | Tian Xie et.al. | 2411.06353 | translate | read | null |
| 2024-11-09 | Clustering Algorithms and RAG Enhancing Semi-Supervised Text Classification with Large LLMs | Shan Zhong et.al. | 2411.06175 | translate | read | null |
| 2024-11-09 | AI-Compass: A Comprehensive and Effective Multi-module Testing Tool for AI Systems | Zhiyu Zhu et.al. | 2411.06146 | translate | read | null |
| 2024-11-09 | Exploring Structural Nonlinearity in Binary Polariton-Based Neuromorphic Architectures | Evgeny Sedov et.al. | 2411.06124 | translate | read | null |
| 2024-11-09 | Mutual-energy inner product optimization method for constructing feature coordinates and image classification in Machine Learning | Yuanxiu Wang et.al. | 2411.06100 | translate | read | null |
| 2024-11-08 | GUIDEQ: Framework for Guided Questioning for progressive informational collection and classification | Priya Mishra et.al. | 2411.05991 | translate | read | link |
| 2024-11-08 | FisherMask: Enhancing Neural Network Labeling Efficiency in Image Classification Using Fisher Information | Shreen Gul et.al. | 2411.05752 | translate | read | link |
| 2024-11-08 | Visual-TCAV: Concept-based Attribution and Saliency Maps for Post-hoc Explainability in Image Classification | Antonio De Santis et.al. | 2411.05698 | translate | read | null |
| 2024-11-08 | Efficient Audio-Visual Fusion for Video Classification | Mahrukh Awan et.al. | 2411.05603 | translate | read | null |
| 2024-11-08 | Training objective drives the consistency of representational similarity across datasets | Laure Ciernik et.al. | 2411.05561 | translate | read | link |
| 2024-11-08 | Estimating the Influence of Sequentially Correlated Literary Properties in Textual Classification: A Data-Centric Hypothesis-Testing Approach | Gideon Yoffe et.al. | 2411.04950 | translate | read | null |
| 2024-11-07 | Attention Masks Help Adversarial Attacks to Bypass Safety Detectors | Yunfan Shi et.al. | 2411.04772 | translate | read | link |
| 2024-11-07 | Zero-Shot Temporal Resolution Domain Adaptation for Spiking Neural Networks | Sanja Karilanova et.al. | 2411.04760 | translate | read | null |
| 2024-11-07 | Is network fragmentation a useful complexity measure? | Coenraad Mouton et.al. | 2411.04695 | translate | read | null |
| 2024-11-07 | DISCO: DISCovering Overfittings as Causal Rules for Text Classification Models | Zijian Zhang et.al. | 2411.04649 | translate | read | null |
| 2024-11-07 | Neural Fingerprints for Adversarial Attack Detection | Haim Fisher et.al. | 2411.04533 | translate | read | link |
| 2024-11-06 | Multimodal Structure-Aware Quantum Data Processing | Hala Hawashin et.al. | 2411.04242 | translate | read | null |
| 2024-11-06 | RaVL: Discovering and Mitigating Spurious Correlations in Fine-Tuned Vision-Language Models | Maya Varma et.al. | 2411.04097 | translate | read | link |
| 2024-11-06 | Overcoming label shift in targeted federated learning | Edvin Listo Zec et.al. | 2411.03799 | translate | read | null |
| 2024-11-06 | Deferred Poisoning: Making the Model More Vulnerable via Hessian Singularization | Yuhao He et.al. | 2411.03752 | translate | read | null |
| 2024-11-05 | Judge Like a Real Doctor: Dual Teacher Sample Consistency Framework for Semi-supervised Medical Image Classification | Zhang Qixiang et.al. | 2411.03041 | translate | read | null |
| 2024-11-06 | Confidence Calibration of Classifiers with Many Classes | Adrien LeCoz et.al. | 2411.02988 | translate | read | link |
| 2024-11-05 | Domain Expansion and Boundary Growth for Open-Set Single-Source Domain Generalization | Pengkun Jiao et.al. | 2411.02920 | translate | read | null |
| 2024-11-05 | ADOPT: Modified Adam Can Converge with Any $β_2$ with the Optimal Rate | Shohei Taniguchi et.al. | 2411.02853 | translate | read | link |
| 2024-11-05 | Integrated lithium niobate photonic computing circuit based on efficient and high-speed electro-optic conversion | Yaowen Hu et.al. | 2411.02734 | translate | read | null |
| 2024-11-06 | Wave Network: An Ultra-Small Language Model | Xin Zhang et.al. | 2411.02674 | translate | read | null |
| 2024-11-04 | FUSECAPS: Investigating Feature Fusion Based Framework for Capsule Endoscopy Image Classification | Bidisha Chakraborty et.al. | 2411.02637 | translate | read | null |
| 2024-11-04 | TripletCLIP: Improving Compositional Reasoning of CLIP via Synthetic Vision-Language Negatives | Maitreya Patel et.al. | 2411.02545 | translate | read | null |
| 2024-11-04 | A Comparative Analysis of Instruction Fine-Tuning LLMs for Financial Text Classification | Sorouralsadat Fatemi et.al. | 2411.02476 | translate | read | null |
| 2024-11-04 | Exploiting Contextual Uncertainty of Visual Data for Efficient Training of Deep Models | Sharat Agarwal et.al. | 2411.01925 | translate | read | null |
| 2024-11-03 | Optimizing Gastrointestinal Diagnostics: A CNN-Based Model for VCE Image Classification | Vaneeta Ahlawat et.al. | 2411.01652 | translate | read | null |
| 2024-11-03 | ParseCaps: An Interpretable Parsing Capsule Network for Medical Image Diagnosis | Xinyu Geng et.al. | 2411.01564 | translate | read | null |
| 2024-11-03 | Efficient Deep Learning Infrastructures for Embedded Computing Systems: A Comprehensive Survey and Future Envision | Xiangzhong Luo et.al. | 2411.01431 | translate | read | null |
| 2024-11-02 | Combining Financial Data and News Articles for Stock Price Movement Prediction Using Large Language Models | Ali Elahi et.al. | 2411.01368 | translate | read | null |
| 2024-11-02 | Optimizing Violence Detection in Video Classification Accuracy through 3D Convolutional Neural Networks | Aarjav Kavathia et.al. | 2411.01348 | translate | read | null |
| 2024-11-02 | MIC: Medical Image Classification Using Chest X-ray (COVID-19 and Pneumonia) Dataset with the Help of CNN and Customized CNN | Nafiz Fahad et.al. | 2411.01163 | translate | read | null |
| 2024-11-02 | Few-Class Arena: A Benchmark for Efficient Selection of Vision Models and Dataset Difficulty Measurement | Bryan Bo Cao et.al. | 2411.01099 | translate | read | link |
| 2024-11-01 | Towards Robust Text Classification: Mitigating Spurious Correlations with Causal Learning | Yuqing Zhou et.al. | 2411.01045 | translate | read | null |
| 2024-11-01 | FISHing in Uncertainty: Synthetic Contrastive Learning for Genetic Aberration Detection | Simon Gutwein et.al. | 2411.01025 | translate | read | link |
| 2024-11-01 | Large Language Models for Patient Comments Multi-Label Classification | Hajar Sakai et.al. | 2410.23528 | translate | read | null |
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