Classification - 2025-01
Classification - 2025-01
| Publish Date | Title | Authors | Translate | Read | Code | |
|---|---|---|---|---|---|---|
| 2025-01-31 | Redefining Machine Unlearning: A Conformal Prediction-Motivated Approach | Yingdan Shi et.al. | 2501.19403 | translate | read | null |
| 2025-01-31 | An All-digital 65-nm Tsetlin Machine Image Classification Accelerator with 8.6 nJ per MNIST Frame at 60.3k Frames per Second | Svein Anders Tunheim et.al. | 2501.19347 | translate | read | null |
| 2025-01-31 | Through the Looking Glass: LLM-Based Analysis of AR/VR Android Applications Privacy Policies | Abdulaziz Alghamdi et.al. | 2501.19223 | translate | read | null |
| 2025-01-31 | Fairness Analysis of CLIP-Based Foundation Models for X-Ray Image Classification | Xiangyu Sun et.al. | 2501.19086 | translate | read | null |
| 2025-01-31 | Memory-Efficient Fine-Tuning of Transformers via Token Selection | Antoine Simoulin et.al. | 2501.18824 | translate | read | null |
| 2025-01-30 | OT-Transformer: A Continuous-time Transformer Architecture with Optimal Transport Regularization | Kelvin Kan et.al. | 2501.18793 | translate | read | null |
| 2025-01-29 | Semantic Consistency Regularization with Large Language Models for Semi-supervised Sentiment Analysis | Kunrong Li et.al. | 2501.17598 | translate | read | null |
| 2025-01-28 | Extending Information Bottleneck Attribution to Video Sequences | Veronika Solopova et.al. | 2501.16889 | translate | read | link |
| 2025-01-28 | Misspellings in Natural Language Processing: A survey | Gianluca Sperduti et.al. | 2501.16836 | translate | read | null |
| 2025-01-28 | DebugAgent: Efficient and Interpretable Error Slice Discovery for Comprehensive Model Debugging | Muxi Chen et.al. | 2501.16751 | translate | read | null |
| 2025-01-28 | Toward Relative Positional Encoding in Spiking Transformers | Changze Lv et.al. | 2501.16745 | translate | read | null |
| 2025-01-28 | Improving Interpretability and Accuracy in Neuro-Symbolic Rule Extraction Using Class-Specific Sparse Filters | Parth Padalkar et.al. | 2501.16677 | translate | read | null |
| 2025-01-27 | Generating customized prompts for Zero-Shot Rare Event Medical Image Classification using LLM | Payal Kamboj et.al. | 2501.16481 | translate | read | link |
| 2025-01-28 | SPECIAL: Zero-shot Hyperspectral Image Classification With CLIP | Li Pang et.al. | 2501.16222 | translate | read | link |
| 2025-01-27 | The Linear Attention Resurrection in Vision Transformer | Chuanyang Zheng et.al. | 2501.16182 | translate | read | null |
| 2025-01-27 | Enhancing the Convergence of Federated Learning Aggregation Strategies with Limited Data | Judith Sáinz-Pardo Díaz et.al. | 2501.15949 | translate | read | null |
| 2025-01-26 | Quantum-Enhanced Attention Mechanism in NLP: A Hybrid Classical-Quantum Approach | S. M. Yousuf Iqbal Tomal et.al. | 2501.15630 | translate | read | null |
| 2025-01-26 | Building Efficient Lightweight CNN Models | Nathan Isong et.al. | 2501.15547 | translate | read | null |
| 2025-01-26 | Fuzzy-aware Loss for Source-free Domain Adaptation in Visual Emotion Recognition | Ying Zheng et.al. | 2501.15519 | translate | read | null |
| 2025-01-26 | Variational Bayesian Adaptive Learning of Deep Latent Variables for Acoustic Knowledge Transfer | Hu Hu et.al. | 2501.15496 | translate | read | null |
| 2025-01-25 | Pre-trained Model Guided Mixture Knowledge Distillation for Adversarial Federated Learning | Yu Qiao et.al. | 2501.15257 | translate | read | null |
| 2025-01-24 | Feasible Learning | Juan Ramirez et.al. | 2501.14912 | translate | read | link |
| 2025-01-24 | Rethinking Foundation Models for Medical Image Classification through a Benchmark Study on MedMNIST | Fuping Wu et.al. | 2501.14685 | translate | read | null |
| 2025-01-24 | Geometric Mean Improves Loss For Few-Shot Learning | Tong Wu et.al. | 2501.14593 | translate | read | null |
| 2025-01-24 | Idiom Detection in Sorani Kurdish Texts | Skala Kamaran Omer et.al. | 2501.14528 | translate | read | null |
| 2025-01-24 | $SpikePack$ : Enhanced Information Flow in Spiking Neural Networks with High Hardware Compatibility | Guobin Shen et.al. | 2501.14484 | translate | read | null |
| 2025-01-24 | Impact of Batch Normalization on Convolutional Network Representations | Hermanus L. Potgieter et.al. | 2501.14441 | translate | read | null |
| 2025-01-24 | Quantum Neural Networks: A Comparative Analysis and Noise Robustness Evaluation | Tasnim Ahmed et.al. | 2501.14412 | translate | read | null |
| 2025-01-24 | Correlation-Based Band Selection for Hyperspectral Image Classification | Dibyabha Deb et.al. | 2501.14338 | translate | read | link |
| 2025-01-24 | Relative Layer-Wise Relevance Propagation: a more Robust Neural Networks eXplaination | Eric Nyiri et.al. | 2501.14322 | translate | read | null |
| 2025-01-24 | A Comprehensive Framework for Semantic Similarity Detection Using Transformer Architectures and Enhanced Ensemble Techniques | Lifu Gao et.al. | 2501.14288 | translate | read | null |
| 2025-01-24 | TLXML: Task-Level Explanation of Meta-Learning via Influence Functions | Yoshihiro Mitsuka et.al. | 2501.14271 | translate | read | null |
| 2025-01-23 | A Study of the Plausibility of Attention between RNN Encoders in Natural Language Inference | Duc Hau Nguyen et.al. | 2501.13735 | translate | read | null |
| 2025-01-23 | A Transformer-based Autoregressive Decoder Architecture for Hierarchical Text Classification | Younes Yousef et.al. | 2501.13598 | translate | read | link |
| 2025-01-23 | Multi-Level Attention and Contrastive Learning for Enhanced Text Classification with an Optimized Transformer | Jia Gao et.al. | 2501.13467 | translate | read | null |
| 2025-01-23 | Atmospheric Noise-Resilient Image Classification in a Real-World Scenario: Using Hybrid CNN and Pin-GTSVM | Shlok Mehendale et.al. | 2501.13422 | translate | read | null |
| 2025-01-23 | AEON: Adaptive Estimation of Instance-Dependent In-Distribution and Out-of-Distribution Label Noise for Robust Learning | Arpit Garg et.al. | 2501.13389 | translate | read | null |
| 2025-01-23 | Multi-aspect Knowledge Distillation with Large Language Model | Taegyeong Lee et.al. | 2501.13341 | translate | read | link |
| 2025-01-22 | Revisiting Data Augmentation for Ultrasound Images | Adam Tupper et.al. | 2501.13193 | translate | read | link |
| 2025-01-22 | Regularization, Semi-supervision, and Supervision for a Plausible Attention-Based Explanation | Duc Hau Nguyen et.al. | 2501.12775 | translate | read | link |
| 2025-01-22 | Estimating the Conformal Prediction Threshold from Noisy Labels | Coby Penso et.al. | 2501.12749 | translate | read | link |
| 2025-01-22 | Adapting OpenAI’s CLIP Model for Few-Shot Image Inspection in Manufacturing Quality Control: An Expository Case Study with Multiple Application Examples | Fadel M. Megahed et.al. | 2501.12596 | translate | read | null |
| 2025-01-21 | Efficient Lung Ultrasound Severity Scoring Using Dedicated Feature Extractor | Jiaqi Guo et.al. | 2501.12524 | translate | read | null |
| 2025-01-21 | CCESAR: Coastline Classification-Extraction From SAR Images Using CNN-U-Net Combination | Vidhu Arora et.al. | 2501.12384 | translate | read | null |
| 2025-01-21 | CBVLM: Training-free Explainable Concept-based Large Vision Language Models for Medical Image Classification | Cristiano Patrício et.al. | 2501.12266 | translate | read | null |
| 2025-01-21 | Early Detection and Classification of Breast Cancer Using Deep Learning Techniques | Mst. Mumtahina Labonno et.al. | 2501.12217 | translate | read | null |
| 2025-01-21 | UAV-Assisted Real-Time Disaster Detection Using Optimized Transformer Model | Branislava Jankovic et.al. | 2501.12087 | translate | read | null |
| 2025-01-20 | Communication-Efficient Federated Learning Based on Explanation-Guided Pruning for Remote Sensing Image Classification | Jonas Klotz et.al. | 2501.11493 | translate | read | null |
| 2025-01-22 | QGAIC: Quantum Inspired Genetic Algorithm for Image Classification | Akhilesh Kumar Singh et.al. | 2501.11477 | translate | read | null |
| 2025-01-20 | GenVidBench: A Challenging Benchmark for Detecting AI-Generated Video | Zhenliang Ni et.al. | 2501.11340 | translate | read | null |
| 2025-01-20 | KPL: Training-Free Medical Knowledge Mining of Vision-Language Models | Jiaxiang Liu et.al. | 2501.11231 | translate | read | link |
| 2025-01-19 | CLOFAI: A Dataset of Real And Fake Image Classification Tasks for Continual Learning | William Doherty et.al. | 2501.11140 | translate | read | link |
| 2025-01-19 | Leveraging counterfactual concepts for debugging and improving CNN model performance | Syed Ali Tariq et.al. | 2501.11087 | translate | read | null |
| 2025-01-17 | A Vision-Language Framework for Multispectral Scene Representation Using Language-Grounded Features | Enes Karanfil et.al. | 2501.10144 | translate | read | null |
| 2025-01-17 | Classifier Ensemble for Efficient Uncertainty Calibration of Deep Neural Networks for Image Classification | Michael Schulze et.al. | 2501.10089 | translate | read | null |
| 2025-01-17 | One-D-Piece: Image Tokenizer Meets Quality-Controllable Compression | Keita Miwa et.al. | 2501.10064 | translate | read | null |
| 2025-01-17 | LWGANet: A Lightweight Group Attention Backbone for Remote Sensing Visual Tasks | Wei Lu et.al. | 2501.10040 | translate | read | link |
| 2025-01-16 | Empirical Evaluation of Embedding Models in the Context of Text Classification in Document Review in Construction Delay Disputes | Fusheng Wei et.al. | 2501.09859 | translate | read | null |
| 2025-01-16 | SRE-Conv: Symmetric Rotation Equivariant Convolution for Biomedical Image Classification | Yuexi Du et.al. | 2501.09753 | translate | read | link |
| 2025-01-16 | Practical Continual Forgetting for Pre-trained Vision Models | Hongbo Zhao et.al. | 2501.09705 | translate | read | link |
| 2025-01-16 | Multimodal Marvels of Deep Learning in Medical Diagnosis: A Comprehensive Review of COVID-19 Detection | Md Shofiqul Islama et.al. | 2501.09506 | translate | read | link |
| 2025-01-16 | HydraMix: Multi-Image Feature Mixing for Small Data Image Classification | Christoph Reinders et.al. | 2501.09504 | translate | read | null |
| 2025-01-16 | Quantum-Enhanced Transformers for Robust Acoustic Scene Classification in IoT Environments | Minh K. Quan et.al. | 2501.09394 | translate | read | null |
| 2025-01-16 | Shape-Based Single Object Classification Using Ensemble Method Classifiers | Nur Shazwani Kamarudin et.al. | 2501.09311 | translate | read | null |
| 2025-01-16 | Efficient Few-Shot Medical Image Analysis via Hierarchical Contrastive Vision-Language Learning | Harrison Fuller et.al. | 2501.09294 | translate | read | null |
| 2025-01-16 | A Simple Graph Contrastive Learning Framework for Short Text Classification | Yonghao Liu et.al. | 2501.09219 | translate | read | link |
| 2025-01-16 | Boosting Short Text Classification with Multi-Source Information Exploration and Dual-Level Contrastive Learning | Yonghao Liu et.al. | 2501.09214 | translate | read | link |
| 2025-01-15 | Augmenting Human-Annotated Training Data with Large Language Model Generation and Distillation in Open-Response Assessment | Conrad Borchers et.al. | 2501.09126 | translate | read | null |
| 2025-01-15 | IDEA: Image Description Enhanced CLIP-Adapter | Zhipeng Ye et.al. | 2501.08816 | translate | read | null |
| 2025-01-15 | MIAFEx: An Attention-based Feature Extraction Method for Medical Image Classification | Oscar Ramos-Soto et.al. | 2501.08562 | translate | read | null |
| 2025-01-14 | Towards Zero-Shot & Explainable Video Description by Reasoning over Graphs of Events in Space and Time | Mihai Masala et.al. | 2501.08460 | translate | read | null |
| 2025-01-14 | Large Language Models For Text Classification: Case Study And Comprehensive Review | Arina Kostina et.al. | 2501.08457 | translate | read | null |
| 2025-01-14 | READ: Reinforcement-based Adversarial Learning for Text Classification with Limited Labeled Data | Rohit Sharma et.al. | 2501.08035 | translate | read | null |
| 2025-01-14 | Training Hybrid Neural Networks with Multimode Optical Nonlinearities Using Digital Twins | Ilker Oguz et.al. | 2501.07991 | translate | read | null |
| 2025-01-14 | deepTerra – AI Land Classification Made Easy | Andrew Keith Wilkinson et.al. | 2501.07859 | translate | read | null |
| 2025-01-14 | A Low-cost and Ultra-lightweight Binary Neural Network for Traffic Signal Recognition | Mingke Xiao et.al. | 2501.07808 | translate | read | null |
| 2025-01-14 | Balance Divergence for Knowledge Distillation | Yafei Qi et.al. | 2501.07804 | translate | read | null |
| 2025-01-14 | Parameter-Inverted Image Pyramid Networks for Visual Perception and Multimodal Understanding | Zhaokai Wang et.al. | 2501.07783 | translate | read | link |
| 2025-01-13 | Universal Training of Neural Networks to Achieve Bayes Optimal Classification Accuracy | Mohammadreza Tavasoli Naeini et.al. | 2501.07754 | translate | read | null |
| 2025-01-13 | Uncertainty Guarantees on Automated Precision Weeding using Conformal Prediction | Paul Melki et.al. | 2501.07185 | translate | read | null |
| 2025-01-13 | Adaptive Noise-Tolerant Network for Image Segmentation | Weizhi Li et.al. | 2501.07163 | translate | read | null |
| 2025-01-12 | LarvSeg: Exploring Image Classification Data For Large Vocabulary Semantic Segmentation via Category-wise Attentive Classifier | Haojun Yu et.al. | 2501.06862 | translate | read | link |
| 2025-01-12 | Rice Leaf Disease Detection: A Comparative Study Between CNN, Transformer and Non-neural Network Architectures | Samia Mehnaz et.al. | 2501.06740 | translate | read | null |
| 2025-01-12 | Multi-Label Scene Classification in Remote Sensing Benefits from Image Super-Resolution | Ashitha Mudraje et.al. | 2501.06720 | translate | read | null |
| 2025-01-11 | Synthetic Feature Augmentation Improves Generalization Performance of Language Models | Ashok Choudhary et.al. | 2501.06434 | translate | read | null |
| 2025-01-10 | Kolmogorov-Arnold networks for metal surface defect classification | Maciej Krzywda et.al. | 2501.06389 | translate | read | null |
| 2025-01-10 | Merging Feed-Forward Sublayers for Compressed Transformers | Neha Verma et.al. | 2501.06126 | translate | read | link |
| 2025-01-10 | Averaged Adam accelerates stochastic optimization in the training of deep neural network approximations for partial differential equation and optimal control problems | Steffen Dereich et.al. | 2501.06081 | translate | read | link |
| 2025-01-10 | Constrained Over-the-Air Model Updating for Wireless Online Federated Learning with Delayed Information | Juncheng Wang et.al. | 2501.05637 | translate | read | null |
| 2025-01-10 | The Impact of Model Scaling on Seen and Unseen Language Performance | Rhitabrat Pokharel et.al. | 2501.05629 | translate | read | null |
| 2025-01-09 | Vision-Language Models for Autonomous Driving: CLIP-Based Dynamic Scene Understanding | Mohammed Elhenawy et.al. | 2501.05566 | translate | read | null |
| 2025-01-09 | Spatial Information Integration in Small Language Models for Document Layout Generation and Classification | Pablo Melendez et.al. | 2501.05497 | translate | read | null |
| 2025-01-09 | An Empirical Study of Autoregressive Pre-training from Videos | Jathushan Rajasegaran et.al. | 2501.05453 | translate | read | null |
| 2025-01-09 | A 1Mb mixed-precision quantized encoder for image classification and patch-based compression | Van Thien Nguyen et.al. | 2501.05097 | translate | read | null |
| 2025-01-09 | A CT Image Classification Network Framework for Lung Tumors Based on Pre-trained MobileNetV2 Model and Transfer learning, And Its Application and Market Analysis in the Medical field | Ziyang Gao et.al. | 2501.04996 | translate | read | null |
| 2025-01-09 | MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification | Yapeng Li et.al. | 2501.04944 | translate | read | null |
| 2025-01-09 | A New Perspective on Privacy Protection in Federated Learning with Granular-Ball Computing | Guannan Lai et.al. | 2501.04940 | translate | read | link |
| 2025-01-09 | ThriftLLM: On Cost-Effective Selection of Large Language Models for Classification Queries | Keke Huang et.al. | 2501.04901 | translate | read | null |
| 2025-01-09 | Online Continual Learning: A Systematic Literature Review of Approaches, Challenges, and Benchmarks | Seyed Amir Bidaki et.al. | 2501.04897 | translate | read | link |
| 2025-01-08 | Planarian Neural Networks: Evolutionary Patterns from Basic Bilateria Shaping Modern Artificial Neural Network Architectures | Ziyuan Huang et.al. | 2501.04700 | translate | read | null |
| 2025-01-08 | Discrete Wavelet Transform-Based Capsule Network for Hyperspectral Image Classification | Zhiqiang Gao et.al. | 2501.04643 | translate | read | null |
| 2025-01-08 | Enhancing Scene Classification in Cloudy Image Scenarios: A Collaborative Transfer Method with Information Regulation Mechanism using Optical Cloud-Covered and SAR Remote Sensing Images | Yuze Wang et.al. | 2501.04283 | translate | read | null |
| 2025-01-08 | Comparison of Neural Models for X-ray Image Classification in COVID-19 Detection | Jimi Togni et.al. | 2501.04196 | translate | read | null |
| 2025-01-07 | Temporal Feature Weaving for Neonatal Echocardiographic Viewpoint Video Classification | Satchel French et.al. | 2501.03967 | translate | read | link |
| 2025-01-07 | Dolphin: Closed-loop Open-ended Auto-research through Thinking, Practice, and Feedback | Jiakang Yuan et.al. | 2501.03916 | translate | read | link |
| 2025-01-07 | MedFocusCLIP : Improving few shot classification in medical datasets using pixel wise attention | Aadya Arora et.al. | 2501.03839 | translate | read | null |
| 2025-01-07 | LHGNN: Local-Higher Order Graph Neural Networks For Audio Classification and Tagging | Shubhr Singh et.al. | 2501.03464 | translate | read | null |
| 2025-01-06 | FTA-FTL: A Fine-Tuned Aggregation Federated Transfer Learning Scheme for Lithology Microscopic Image Classification | Keyvan RahimiZadeh et.al. | 2501.03349 | translate | read | link |
| 2025-01-06 | CM3T: Framework for Efficient Multimodal Learning for Inhomogeneous Interaction Datasets | Tanay Agrawal et.al. | 2501.03332 | translate | read | null |
| 2025-01-06 | Plant Leaf Disease Detection and Classification Using Deep Learning: A Review and A Proposed System on Bangladesh’s Perspective | Md. Jalal Uddin Chowdhury et.al. | 2501.03305 | translate | read | null |
| 2025-01-06 | Deep-Relative-Trust-Based Diffusion for Decentralized Deep Learning | Muyun Li et.al. | 2501.03162 | translate | read | null |
| 2025-01-06 | Graph-based Retrieval Augmented Generation for Dynamic Few-shot Text Classification | Yubo Wang et.al. | 2501.02844 | translate | read | null |
| 2025-01-06 | TARDiS : Text Augmentation for Refining Diversity and Separability | Kyungmin Kim et.al. | 2501.02739 | translate | read | null |
| 2025-01-05 | FedRSClip: Federated Learning for Remote Sensing Scene Classification Using Vision-Language Models | Hui Lin et.al. | 2501.02461 | translate | read | null |
| 2025-01-04 | Exploring Secure Machine Learning Through Payload Injection and FGSM Attacks on ResNet-50 | Umesh Yadav et.al. | 2501.02147 | translate | read | null |
| 2025-01-03 | A Separable Self-attention Inspired by the State Space Model for Computer Vision | Juntao Zhang et.al. | 2501.02040 | translate | read | link |
| 2025-01-03 | Google is all you need: Semi-Supervised Transfer Learning Strategy For Light Multimodal Multi-Task Classification Model | Haixu Liu et.al. | 2501.01611 | translate | read | null |
| 2025-01-02 | Multi-Modal Video Feature Extraction for Popularity Prediction | Haixu Liu et.al. | 2501.01422 | translate | read | null |
| 2025-01-02 | A Multi-task Supervised Compression Model for Split Computing | Yoshitomo Matsubara et.al. | 2501.01420 | translate | read | link |
| 2025-01-02 | Multi-Head Explainer: A General Framework to Improve Explainability in CNNs and Transformers | Bohang Sun et.al. | 2501.01311 | translate | read | null |
| 2025-01-02 | FAST: Fast Audio Spectrogram Transformer | Anugunj Naman et.al. | 2501.01104 | translate | read | null |
| 2025-01-01 | A Novel Approach using CapsNet and Deep Belief Network for Detection and Identification of Oral Leukopenia | Hirthik Mathesh GV et.al. | 2501.00876 | translate | read | null |
| 2025-01-01 | Ensuring superior learning outcomes and data security for authorized learner | Jeongho Bang et.al. | 2501.00754 | translate | read | null |
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