Classification - 2024-12
Classification - 2024-12
| Publish Date | Title | Authors | Translate | Read | Code | |
|---|---|---|---|---|---|---|
| 2024-12-31 | TSPE: Task-Specific Prompt Ensemble for Improved Zero-Shot Audio Classification | Nishit Anand et.al. | 2501.00398 | translate | read | null |
| 2024-12-31 | Exploring Variability in Fine-Tuned Models for Text Classification with DistilBERT | Giuliano Lorenzoni et.al. | 2501.00241 | translate | read | null |
| 2024-12-30 | The Text Classification Pipeline: Starting Shallow going Deeper | Marco Siino et.al. | 2501.00174 | translate | read | null |
| 2024-12-30 | Text Classification: Neural Networks VS Machine Learning Models VS Pre-trained Models | Christos Petridis et.al. | 2412.21022 | translate | read | null |
| 2024-12-30 | FPGA-based Acceleration of Neural Network for Image Classification using Vitis AI | Zhengdong Li et.al. | 2412.20974 | translate | read | null |
| 2024-12-30 | Uncertainty-Aware Out-of-Distribution Detection with Gaussian Processes | Yang Chen et.al. | 2412.20918 | translate | read | null |
| 2024-12-30 | UniRS: Unifying Multi-temporal Remote Sensing Tasks through Vision Language Models | Yujie Li et.al. | 2412.20742 | translate | read | null |
| 2024-12-30 | Improving Acoustic Scene Classification in Low-Resource Conditions | Zhi Chen et.al. | 2412.20722 | translate | read | null |
| 2024-12-29 | Hilbert Curve Based Molecular Sequence Analysis | Sarwan Ali et.al. | 2412.20616 | translate | read | null |
| 2024-12-29 | A Novel FPGA-based CNN Hardware Accelerator: Optimization for Convolutional Layers using Karatsuba Ofman Multiplier | Amit Sarkar et.al. | 2412.20393 | translate | read | null |
| 2024-12-29 | HindiLLM: Large Language Model for Hindi | Sanjay Chouhan et.al. | 2412.20357 | translate | read | null |
| 2024-12-29 | Deep Learning in Image Classification: Evaluating VGG19’s Performance on Complex Visual Data | Weijie He et.al. | 2412.20345 | translate | read | null |
| 2024-12-28 | Few-shot Algorithm Assurance | Dang Nguyen et.al. | 2412.20275 | translate | read | null |
| 2024-12-27 | Asymmetrical Reciprocity-based Federated Learning for Resolving Disparities in Medical Diagnosis | Jiaqi Wang et.al. | 2412.19654 | translate | read | null |
| 2024-12-27 | Enhancing Fine-grained Image Classification through Attentive Batch Training | Duy M. Le et.al. | 2412.19606 | translate | read | null |
| 2024-12-27 | A Comparative Study of Machine Unlearning Techniques for Image and Text Classification Models | Omar M. Safa et.al. | 2412.19583 | translate | read | null |
| 2024-12-27 | Multi-label Classification using Deep Multi-order Context-aware Kernel Networks | Mingyuan Jiu et.al. | 2412.19491 | translate | read | null |
| 2024-12-27 | Residual Feature-Reutilization Inception Network for Image Classification | Yuanpeng He et.al. | 2412.19433 | translate | read | null |
| 2024-12-27 | An In-Depth Analysis of Adversarial Discriminative Domain Adaptation for Digit Classification | Eugene Choi et.al. | 2412.19391 | translate | read | link |
| 2024-12-26 | Assessing Pre-trained Models for Transfer Learning through Distribution of Spectral Components | Tengxue Zhang et.al. | 2412.19085 | translate | read | null |
| 2024-12-26 | Let the Rule Speak: Enhancing In-context Learning Debiasing with Interpretability | Ruixi Lin et.al. | 2412.19018 | translate | read | null |
| 2024-12-25 | Injecting Bias into Text Classification Models using Backdoor Attacks | A. Dilara Yavuz et.al. | 2412.18975 | translate | read | null |
| 2024-12-25 | Research Experiment on Multi-Model Comparison for Chinese Text Classification Tasks | JiaCheng Li et.al. | 2412.18908 | translate | read | null |
| 2024-12-24 | VisionGRU: A Linear-Complexity RNN Model for Efficient Image Analysis | Shicheng Yin et.al. | 2412.18178 | translate | read | link |
| 2024-12-24 | Beyond Gradient Averaging in Parallel Optimization: Improved Robustness through Gradient Agreement Filtering | Francois Chaubard et.al. | 2412.18052 | translate | read | null |
| 2024-12-23 | Explainability in Neural Networks for Natural Language Processing Tasks | Melkamu Mersha et.al. | 2412.18036 | translate | read | null |
| 2024-12-23 | COBRA: COmBinatorial Retrieval Augmentation for Few-Shot Learning | Arnav M. Das et.al. | 2412.17684 | translate | read | null |
| 2024-12-23 | Resource-Aware Arabic LLM Creation: Model Adaptation, Integration, and Multi-Domain Testing | Prakash Aryan et.al. | 2412.17548 | translate | read | link |
| 2024-12-23 | Domain-Incremental Learning for Audio Classification | Manjunath Mulimani et.al. | 2412.17424 | translate | read | null |
| 2024-12-23 | An Experimental Evaluation of Japanese Tokenizers for Sentiment-Based Text Classification | Andre Rusli et.al. | 2412.17361 | translate | read | link |
| 2024-12-23 | DiffFormer: a Differential Spatial-Spectral Transformer for Hyperspectral Image Classification | Muhammad Ahmad et.al. | 2412.17350 | translate | read | link |
| 2024-12-22 | Survey on Abstractive Text Summarization: Dataset, Models, and Metrics | Gospel Ozioma Nnadi et.al. | 2412.17165 | translate | read | link |
| 2024-12-22 | LH-Mix: Local Hierarchy Correlation Guided Mixup over Hierarchical Prompt Tuning | Fanshuang Kong et.al. | 2412.16963 | translate | read | link |
| 2024-12-22 | Predicting the Reliability of an Image Classifier under Image Distortion | Dang Nguyen et.al. | 2412.16881 | translate | read | null |
| 2024-12-21 | Forget Vectors at Play: Universal Input Perturbations Driving Machine Unlearning in Image Classification | Changchang Sun et.al. | 2412.16780 | translate | read | null |
| 2024-12-21 | UNEM: UNrolled Generalized EM for Transductive Few-Shot Learning | Long Zhou et.al. | 2412.16739 | translate | read | link |
| 2024-12-20 | Mamba2D: A Natively Multi-Dimensional State-Space Model for Vision Tasks | Enis Baty et.al. | 2412.16146 | translate | read | link |
| 2024-12-20 | Towards Interpretable Radiology Report Generation via Concept Bottlenecks using a Multi-Agentic RAG | Hasan Md Tusfiqur Alam et.al. | 2412.16086 | translate | read | link |
| 2024-12-20 | A Thorough Investigation into the Application of Deep CNN for Enhancing Natural Language Processing Capabilities | Chang Weng et.al. | 2412.15900 | translate | read | null |
| 2024-12-20 | Continual Learning Using a Kernel-Based Method Over Foundation Models | Saleh Momeni et.al. | 2412.15571 | translate | read | link |
| 2024-12-19 | Time Will Tell: Timing Side Channels via Output Token Count in Large Language Models | Tianchen Zhang et.al. | 2412.15431 | translate | read | null |
| 2024-12-19 | Till the Layers Collapse: Compressing a Deep Neural Network through the Lenses of Batch Normalization Layers | Zhu Liao et.al. | 2412.15077 | translate | read | null |
| 2024-12-18 | Zero-Shot Prompting and Few-Shot Fine-Tuning: Revisiting Document Image Classification Using Large Language Models | Anna Scius-Bertrand et.al. | 2412.13859 | translate | read | null |
| 2024-12-18 | Modelling Multi-modal Cross-interaction for ML-FSIC Based on Local Feature Selection | Kun Yan et.al. | 2412.13732 | translate | read | null |
| 2024-12-18 | MBInception: A new Multi-Block Inception Model for Enhancing Image Processing Efficiency | Fatemeh Froughirad et.al. | 2412.13703 | translate | read | null |
| 2024-12-17 | Identifying Bias in Deep Neural Networks Using Image Transforms | Sai Teja Erukude et.al. | 2412.13079 | translate | read | link |
| 2024-12-17 | Token-Level Graphs for Short Text Classification | Gregor Donabauer et.al. | 2412.12754 | translate | read | link |
| 2024-12-17 | Your Next State-of-the-Art Could Come from Another Domain: A Cross-Domain Analysis of Hierarchical Text Classification | Nan Li et.al. | 2412.12744 | translate | read | link |
| 2024-12-17 | ShotVL: Human-Centric Highlight Frame Retrieval via Language Queries | Wangyu Xue et.al. | 2412.12675 | translate | read | null |
| 2024-12-17 | Structural Pruning via Spatial-aware Information Redundancy for Semantic Segmentation | Dongyue Wu et.al. | 2412.12672 | translate | read | link |
| 2024-12-19 | RemoteTrimmer: Adaptive Structural Pruning for Remote Sensing Image Classification | Guangwenjie Zou et.al. | 2412.12603 | translate | read | link |
| 2024-12-17 | Addressing Small and Imbalanced Medical Image Datasets Using Generative Models: A Comparative Study of DDPM and PGGANs with Random and Greedy K Sampling | Iman Khazrak et.al. | 2412.12532 | translate | read | link |
| 2024-12-16 | Gramian Multimodal Representation Learning and Alignment | Giordano Cicchetti et.al. | 2412.11959 | translate | read | link |
| 2024-12-16 | The Impact of Generalization Techniques on the Interplay Among Privacy, Utility, and Fairness in Image Classification | Ahmad Hassanpour et.al. | 2412.11951 | translate | read | null |
| 2024-12-16 | Does VLM Classification Benefit from LLM Description Semantics? | Pingchuan Ma et.al. | 2412.11917 | translate | read | link |
| 2024-12-16 | Discrepancy-Aware Attention Network for Enhanced Audio-Visual Zero-Shot Learning | RunLin Yu et.al. | 2412.11715 | translate | read | null |
| 2024-12-16 | LMM-Regularized CLIP Embeddings for Image Classification | Maria Tzelepi et.al. | 2412.11663 | translate | read | null |
| 2024-12-16 | Non-Convex Optimization in Federated Learning via Variance Reduction and Adaptive Learning | Dipanwita Thakur et.al. | 2412.11660 | translate | read | null |
| 2024-12-16 | CNNtention: Can CNNs do better with Attention? | Julian Glattki et.al. | 2412.11657 | translate | read | link |
| 2024-12-16 | Explicit and Implicit Graduated Optimization in Deep Neural Networks | Naoki Sato et.al. | 2412.11501 | translate | read | link |
| 2024-12-16 | Towards Better Multi-task Learning: A Framework for Optimizing Dataset Combinations in Large Language Models | Zaifu Zhan et.al. | 2412.11455 | translate | read | null |
| 2024-12-16 | Scaled Conjugate Gradient Method for Nonconvex Optimization in Deep Neural Networks | Naoki Sato et.al. | 2412.11400 | translate | read | null |
| 2024-12-13 | Robust image classification with multi-modal large language models | Francesco Villani et.al. | 2412.10353 | translate | read | null |
| 2024-12-13 | MVQ:Towards Efficient DNN Compression and Acceleration with Masked Vector Quantization | Shuaiting Li et.al. | 2412.10261 | translate | read | null |
| 2024-12-13 | Label-template based Few-Shot Text Classification with Contrastive Learning | Guanghua Hou et.al. | 2412.10110 | translate | read | null |
| 2024-12-13 | Data Pruning Can Do More: A Comprehensive Data Pruning Approach for Object Re-identification | Zi Yang et.al. | 2412.10091 | translate | read | link |
| 2024-12-13 | Low-Resource Fast Text Classification Based on Intra-Class and Inter-Class Distance Calculation | Yanxu Mao et.al. | 2412.09922 | translate | read | null |
| 2024-12-12 | DQA: An Efficient Method for Deep Quantization of Deep Neural Network Activations | Wenhao Hu et.al. | 2412.09687 | translate | read | null |
| 2024-12-12 | Embeddings are all you need! Achieving High Performance Medical Image Classification through Training-Free Embedding Analysis | Raj Hansini Khoiwal et.al. | 2412.09445 | translate | read | null |
| 2024-12-12 | Learned Compression for Compressed Learning | Dan Jacobellis et.al. | 2412.09405 | translate | read | link |
| 2024-12-12 | Advancing Attribution-Based Neural Network Explainability through Relative Absolute Magnitude Layer-Wise Relevance Propagation and Multi-Component Evaluation | Davor Vukadin et.al. | 2412.09311 | translate | read | link |
| 2024-12-13 | An Efficient Framework for Enhancing Discriminative Models via Diffusion Techniques | Chunxiao Li et.al. | 2412.09063 | translate | read | null |
| 2024-12-12 | STEAM: Squeeze and Transform Enhanced Attention Module | Rishabh Sabharwal et.al. | 2412.09023 | translate | read | null |
| 2024-12-12 | Stochastic Learning of Non-Conjugate Variational Posterior for Image Classification | Kart-Leong Lim et.al. | 2412.08951 | translate | read | null |
| 2024-12-11 | BDA: Bangla Text Data Augmentation Framework | Md. Tariquzzaman et.al. | 2412.08753 | translate | read | null |
| 2024-12-11 | Advancing Single- and Multi-task Text Classification through Large Language Model Fine-tuning | Hang Zhao et.al. | 2412.08587 | translate | read | null |
| 2024-12-11 | ALoRE: Efficient Visual Adaptation via Aggregating Low Rank Experts | Sinan Du et.al. | 2412.08341 | translate | read | null |
| 2024-12-11 | Online training and pruning of photonic neural networks | Jiawei Zhang et.al. | 2412.08184 | translate | read | null |
| 2024-12-11 | Wasserstein Distance Rivals Kullback-Leibler Divergence for Knowledge Distillation | Jiaming Lv et.al. | 2412.08139 | translate | read | null |
| 2024-12-11 | Concept Bottleneck Large Language Models | Chung-En Sun et.al. | 2412.07992 | translate | read | link |
| 2024-12-10 | FastDDS-Based Middleware System for Remote X-Ray Image Classification Using Raspberry Pi | Omar H. Khater et.al. | 2412.07818 | translate | read | null |
| 2024-12-10 | Leveraging Content and Context Cues for Low-Light Image Enhancement | Igor Morawski et.al. | 2412.07693 | translate | read | link |
| 2024-12-10 | Post-Training Non-Uniform Quantization for Convolutional Neural Networks | Ahmed Luqman et.al. | 2412.07391 | translate | read | null |
| 2024-12-10 | Image Classification Using Singular Value Decomposition and Optimization | Isabela M. Yepes et.al. | 2412.07288 | translate | read | link |
| 2024-12-10 | An Enhancement of CNN Algorithm for Rice Leaf Disease Image Classification in Mobile Applications | Kayne Uriel K. Rodrigo et.al. | 2412.07182 | translate | read | null |
| 2024-12-09 | Convolution goes higher-order: a biologically inspired mechanism empowers image classification | Simone Azeglio et.al. | 2412.06740 | translate | read | null |
| 2024-12-09 | Impact of Privacy Parameters on Deep Learning Models for Image Classification | Basanta Chaulagain et.al. | 2412.06689 | translate | read | null |
| 2024-12-10 | Data Quality Enhancement on the Basis of Diversity with Large Language Models for Text Classification: Uncovered, Difficult, and Noisy | Min Zeng et.al. | 2412.06575 | translate | read | null |
| 2024-12-09 | How Certain are Uncertainty Estimates? Three Novel Earth Observation Datasets for Benchmarking Uncertainty Quantification in Machine Learning | Yuanyuan Wang et.al. | 2412.06451 | translate | read | null |
| 2024-12-09 | Optimizing Multi-Task Learning for Enhanced Performance in Large Language Models | Zhen Qi et.al. | 2412.06249 | translate | read | null |
| 2024-12-08 | Hyperspectral Image Spectral-Spatial Feature Extraction via Tensor Principal Component Analysis | Yuemei Ren et.al. | 2412.06075 | translate | read | null |
| 2024-12-08 | Vision Transformer-based Semantic Communications With Importance-Aware Quantization | Joohyuk Park et.al. | 2412.06038 | translate | read | null |
| 2024-12-06 | Sparse autoencoders reveal selective remapping of visual concepts during adaptation | Hyesu Lim et.al. | 2412.05276 | translate | read | link |
| 2024-12-06 | MTSpark: Enabling Multi-Task Learning with Spiking Neural Networks for Generalist Agents | Avaneesh Devkota et.al. | 2412.04847 | translate | read | null |
| 2024-12-05 | Grounding Descriptions in Images informs Zero-Shot Visual Recognition | Shaunak Halbe et.al. | 2412.04429 | translate | read | link |
| 2024-12-05 | FedDUAL: A Dual-Strategy with Adaptive Loss and Dynamic Aggregation for Mitigating Data Heterogeneity in Federated Learning | Pranab Sahoo et.al. | 2412.04416 | translate | read | link |
| 2024-12-05 | Enhancing Whole Slide Image Classification through Supervised Contrastive Domain Adaptation | Ilán Carretero et.al. | 2412.04260 | translate | read | null |
| 2024-12-05 | Demonstration Selection for In-Context Learning via Reinforcement Learning | Xubin Wang et.al. | 2412.03966 | translate | read | null |
| 2024-12-05 | Quantized and Interpretable Learning Scheme for Deep Neural Networks in Classification Task | Alireza Maleki et.al. | 2412.03915 | translate | read | null |
| 2024-12-05 | Multisource Collaborative Domain Generalization for Cross-Scene Remote Sensing Image Classification | Zhu Han et.al. | 2412.03897 | translate | read | null |
| 2024-12-05 | Dual-Branch Subpixel-Guided Network for Hyperspectral Image Classification | Zhu Han et.al. | 2412.03893 | translate | read | link |
| 2024-12-04 | Language Model Meets Prototypes: Towards Interpretable Text Classification Models through Prototypical Networks | Ximing Wen et.al. | 2412.03761 | translate | read | null |
| 2024-12-05 | Continual Low-Rank Scaled Dot-product Attention | Ginés Carreto Picón et.al. | 2412.03214 | translate | read | null |
| 2024-12-04 | Multi-Level Correlation Network For Few-Shot Image Classification | Yunkai Dang et.al. | 2412.03159 | translate | read | link |
| 2024-12-04 | Assessing the performance of CT image denoisers using Laguerre-Gauss Channelized Hotelling Observer for lesion detection | Prabhat Kc et.al. | 2412.02920 | translate | read | null |
| 2024-12-04 | Higher Order Transformers: Efficient Attention Mechanism for Tensor Structured Data | Soroush Omranpour et.al. | 2412.02919 | translate | read | null |
| 2024-12-03 | Synergistic Development of Perovskite Memristors and Algorithms for Robust Analog Computing | Nanyang Ye et.al. | 2412.02779 | translate | read | null |
| 2024-12-03 | Mixture of Physical Priors Adapter for Parameter-Efficient Fine-Tuning | Zhaozhi Wang et.al. | 2412.02759 | translate | read | null |
| 2024-12-03 | Multimodal Remote Sensing Scene Classification Using VLMs and Dual-Cross Attention Networks | Jinjin Cai et.al. | 2412.02531 | translate | read | null |
| 2024-12-04 | GenMix: Effective Data Augmentation with Generative Diffusion Model Image Editing | Khawar Islam et.al. | 2412.02366 | translate | read | null |
| 2024-12-03 | Multi-Granularity Tibetan Textual Adversarial Attack Method Based on Masked Language Model | Xi Cao et.al. | 2412.02343 | translate | read | null |
| 2024-12-03 | Active Learning via Classifier Impact and Greedy Selection for Interactive Image Retrieval | Leah Bar et.al. | 2412.02310 | translate | read | link |
| 2024-12-03 | A Classic-Quantum Hybrid Network Framework: CQH-Net | Ao Liu et.al. | 2412.02059 | translate | read | null |
| 2024-12-02 | PROFIT: A PROximal FIne Tuning Optimizer for Multi-Task Learning | Anirudh S Chakravarthy et.al. | 2412.01930 | translate | read | null |
| 2024-12-02 | Concept Based Continuous Prompts for Interpretable Text Classification | Qian Chen et.al. | 2412.01644 | translate | read | link |
| 2024-12-02 | NYT-Connections: A Deceptively Simple Text Classification Task that Stumps System-1 Thinkers | Angel Yahir Loredo Lopez et.al. | 2412.01621 | translate | read | null |
| 2024-12-02 | Explaining the Unexplained: Revealing Hidden Correlations for Better Interpretability | Wen-Dong Jiang et.al. | 2412.01365 | translate | read | null |
| 2024-12-02 | Class Distance Weighted Cross Entropy Loss for Classification of Disease Severity | Gorkem Polat et.al. | 2412.01246 | translate | read | null |
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