Classification - 2024-10

Publish Date Title Authors PDF Translate Read Code
2024-10-31 Video Token Merging for Long-form Video Understanding Seon-Ho Lee et.al. 2410.23782 translate read null
2024-10-31 Neurobench: DCASE 2020 Acoustic Scene Classification benchmark on XyloAudio 2 Weijie Ke et.al. 2410.23776 translate read null
2024-10-31 QUEST-A: Untrained Filtering with Trained Focusing led to Enhanced Quantum Architectures Lian-Hui Yu et.al. 2410.23560 translate read link
2024-10-30 Multilingual Vision-Language Pre-training for the Remote Sensing Domain João Daniel Silva et.al. 2410.23370 translate read null
2024-10-30 Domain-decomposed image classification algorithms using linear discriminant analysis and convolutional neural networks Axel Klawonn et.al. 2410.23359 translate read null
2024-10-30 CLIPErase: Efficient Unlearning of Visual-Textual Associations in CLIP Tianyu Yang et.al. 2410.23330 translate read null
2024-10-30 Don’t Just Pay Attention, PLANT It: Transfer L2R Models to Fine-tune Attention in Extreme Multi-Label Text Classification Debjyoti Saharoy et.al. 2410.23066 translate read null
2024-10-30 Automated Trustworthiness Oracle Generation for Machine Learning Text Classifiers Lam Nguyen Tung et.al. 2410.22663 translate read null
2024-10-29 Developing Convolutional Neural Networks using a Novel Lamarckian Co-Evolutionary Algorithm Zaniar Sharifi et.al. 2410.22487 translate read null
2024-10-29 EfficientNet with Hybrid Attention Mechanisms for Enhanced Breast Histopathology Classification: A Comprehensive Approach Naren Sengodan et.al. 2410.22392 translate read null
2024-10-29 DISCERN: Decoding Systematic Errors in Natural Language for Text Classifiers Rakesh R. Menon et.al. 2410.22239 translate read null
2024-10-29 Class-Aware Contrastive Optimization for Imbalanced Text Classification Grigorii Khvatskii et.al. 2410.22197 translate read null
2024-10-29 Active Learning for Vision-Language Models Bardia Safaei et.al. 2410.22187 translate read null
2024-10-29 Multi-Level Feature Distillation of Joint Teachers Trained on Distinct Image Datasets Adrian Iordache et.al. 2410.22184 translate read link
2024-10-29 Natural Language Processing for Analyzing Electronic Health Records and Clinical Notes in Cancer Research: A Review Muhammad Bilal et.al. 2410.22180 translate read null
2024-10-29 FakeFormer: Efficient Vulnerability-Driven Transformers for Generalisable Deepfake Detection Dat Nguyen et.al. 2410.21964 translate read null
2024-10-29 Bayesian Optimization for Hyperparameters Tuning in Neural Networks Gabriele Onorato et.al. 2410.21886 translate read null
2024-10-29 Advancing Efficient Brain Tumor Multi-Class Classification – New Insights from the Vision Mamba Model in Transfer Learning Yinyi Lai et.al. 2410.21872 translate read null
2024-10-28 Audio Classification of Low Feature Spectrograms Utilizing Convolutional Neural Networks Noel Elias et.al. 2410.21561 translate read null
2024-10-30 A Novel Score-CAM based Denoiser for Spectrographic Signature Extraction without Ground Truth Noel Elias et.al. 2410.21557 translate read null
2024-10-28 Attacking Misinformation Detection Using Adversarial Examples Generated by Language Models Piotr Przybyła et.al. 2410.20940 translate read null
2024-10-28 Data-Efficient Low-Complexity Acoustic Scene Classification via Distilling and Progressive Pruning Bing Han et.al. 2410.20775 translate read null
2024-10-28 Interpretable Image Classification with Adaptive Prototype-based Vision Transformers Chiyu Ma et.al. 2410.20722 translate read null
2024-10-27 Graph Neural Networks on Discriminative Graphs of Words Yassine Abbahaddou et.al. 2410.20469 translate read null
2024-10-27 Historical Test-time Prompt Tuning for Vision Foundation Models Jingyi Zhang et.al. 2410.20346 translate read null
2024-10-27 Sequential Large Language Model-Based Hyper-Parameter Optimization Kanan Mahammadli et.al. 2410.20302 translate read link
2024-10-26 Enhancing CNN Classification with Lamarckian Memetic Algorithms and Local Search Akhilbaran Ghosh et.al. 2410.20234 translate read null
2024-10-26 Annotation Efficiency: Identifying Hard Samples via Blocked Sparse Linear Bandits Adit Jain et.al. 2410.20041 translate read null
2024-10-26 Attacks against Abstractive Text Summarization Models through Lead Bias and Influence Functions Poojitha Thota et.al. 2410.20019 translate read null
2024-10-26 Vulnerability of LLMs to Vertically Aligned Text Manipulations Zhecheng Li et.al. 2410.20016 translate read null
2024-10-25 Learning the Regularization Strength for Deep Fine-Tuning via a Data-Emphasized Variational Objective Ethan Harvey et.al. 2410.19675 translate read null
2024-10-24 Noise Adaption Network for Morse Code Image Classification Xiaxia Wang et.al. 2410.19180 translate read link
2024-10-24 Hybrid Quantum-Classical Feature Extraction approach for Image Classification using Autoencoders and Quantum SVMs Donovan Slabbert et.al. 2410.18814 translate read null
2024-10-24 Spatial-Temporal Search for Spiking Neural Networks Kaiwei Che et.al. 2410.18580 translate read null
2024-10-25 Interpretable Bilingual Multimodal Large Language Model for Diverse Biomedical Tasks Lehan Wang et.al. 2410.18387 translate read null
2024-10-23 Using Cartesian slice plots of a cosmological simulation as input of a convolutional neural network Guillermo Arreaga-Garcia et.al. 2410.18320 translate read null
2024-10-25 Backdoor in Seconds: Unlocking Vulnerabilities in Large Pre-trained Models via Model Editing Dongliang Guo et.al. 2410.18267 translate read null
2024-10-23 Future Token Prediction – Causal Language Modelling with Per-Token Semantic State Vector for Multi-Token Prediction Nicholas Walker et.al. 2410.18160 translate read null
2024-10-23 Deep Learning for Active Region Classification: A Systematic Study from Convolutional Neural Networks to Vision Transformers Edoardo Legnaro et.al. 2410.17816 translate read null
2024-10-23 New Insight in Cervical Cancer Diagnosis Using Convolution Neural Network Architecture Ach. Khozaimi et.al. 2410.17735 translate read null
2024-10-24 Advancing Interpretability in Text Classification through Prototype Learning Bowen Wei et.al. 2410.17546 translate read null
2024-10-23 Enhancing Multimodal Medical Image Classification using Cross-Graph Modal Contrastive Learning Jun-En Ding et.al. 2410.17494 translate read null
2024-10-22 Data Obfuscation through Latent Space Projection (LSP) for Privacy-Preserving AI Governance: Case Studies in Medical Diagnosis and Finance Fraud Detection Mahesh Vaijainthymala Krishnamoorthy et.al. 2410.17459 translate read null
2024-10-22 Altogether: Image Captioning via Re-aligning Alt-text Hu Xu et.al. 2410.17251 translate read null
2024-10-22 KANICE: Kolmogorov-Arnold Networks with Interactive Convolutional Elements Md Meftahul Ferdaus et.al. 2410.17172 translate read link
2024-10-22 Development of CNN Architectures using Transfer Learning Methods for Medical Image Classification Ganga Prasad Basyal et.al. 2410.16711 translate read null
2024-10-21 Efficient Neural Network Training via Subset Pretraining Jan Spörer et.al. 2410.16523 translate read null
2024-10-21 1024m at SMM4H 2024: Tasks 3, 5 & 6 – Ensembles of Transformers and Large Language Models for Medical Text Classification Ram Mohan Rao Kadiyala et.al. 2410.15998 translate read null
2024-10-21 Visual Representation Learning Guided By Multi-modal Prior Knowledge Hongkuan Zhou et.al. 2410.15981 translate read null
2024-10-21 AutoTrain: No-code training for state-of-the-art models Abhishek Thakur et.al. 2410.15735 translate read link
2024-10-21 ViMoE: An Empirical Study of Designing Vision Mixture-of-Experts Xumeng Han et.al. 2410.15732 translate read null
2024-10-21 P-YOLOv8: Efficient and Accurate Real-Time Detection of Distracted Driving Mohamed R. Elshamy et.al. 2410.15602 translate read null
2024-10-20 Open-vocabulary vs. Closed-set: Best Practice for Few-shot Object Detection Considering Text Describability Yusuke Hosoya et.al. 2410.15315 translate read link
2024-10-19 Spatial-Mamba: Effective Visual State Space Models via Structure-Aware State Fusion Chaodong Xiao et.al. 2410.15091 translate read link
2024-10-19 PAT: Parameter-Free Audio-Text Aligner to Boost Zero-Shot Audio Classification Ashish Seth et.al. 2410.15062 translate read null
2024-10-19 Weakly-supervised diagnosis identification from Italian discharge letters Vittorio Torri et.al. 2410.15051 translate read null
2024-10-19 Reflexive Guidance: Improving OoDD in Vision-Language Models via Self-Guided Image-Adaptive Concept Generation Seulbi Lee et.al. 2410.14975 translate read null
2024-10-18 A Hybrid Feature Fusion Deep Learning Framework for Leukemia Cancer Detection in Microscopic Blood Sample Using Gated Recurrent Unit and Uncertainty Quantification Maksuda Akter et.al. 2410.14536 translate read null
2024-10-18 Unlearning Backdoor Attacks for LLMs with Weak-to-Strong Knowledge Distillation Shuai Zhao et.al. 2410.14425 translate read link
2024-10-18 A Novel Method to Metigate Demographic and Expert Bias in ICD Coding with Causal Inference Bin Zhang et.al. 2410.14236 translate read null
2024-10-18 Comparative Evaluation of Clustered Federated Learning Method Michael Ben Ali et.al. 2410.14212 translate read link
2024-10-17 Reproducibility study of “LICO: Explainable Models with Language-Image Consistency” Luan Fletcher et.al. 2410.13989 translate read link
2024-10-17 LoLDU: Low-Rank Adaptation via Lower-Diag-Upper Decomposition for Parameter-Efficient Fine-Tuning Yiming Shi et.al. 2410.13618 translate read link
2024-10-17 Augmentation Policy Generation for Image Classification Using Large Language Models Ant Duru et.al. 2410.13453 translate read null
2024-10-17 Similarity-Dissimilarity Loss with Supervised Contrastive Learning for Multi-label Classification Guangming Huang et.al. 2410.13439 translate read null
2024-10-16 Interpreting and Analyzing CLIP’s Zero-Shot Image Classification via Mutual Knowledge Fawaz Sammani et.al. 2410.13016 translate read link
2024-10-16 PND-Net: Plant Nutrition Deficiency and Disease Classification using Graph Convolutional Network Asish Bera et.al. 2410.12742 translate read null
2024-10-16 Beyond Speech and More: Investigating the Emergent Ability of Speech Foundation Models for Classifying Physiological Time-Series Signals Orchid Chetia Phukan et.al. 2410.12645 translate read null
2024-10-17 From Measurement Instruments to Data: Leveraging Theory-Driven Synthetic Training Data for Classifying Social Constructs Lukas Birkenmaier et.al. 2410.12622 translate read null
2024-10-16 Feature Augmentation for Self-supervised Contrastive Learning: A Closer Look Yong Zhang et.al. 2410.12396 translate read null
2024-10-15 Clustering doc2vec output for topic-dimensionality reduction: A MITRE ATT&CK calibration Nathan Monnet et.al. 2410.11573 translate read null
2024-10-15 LoKO: Low-Rank Kalman Optimizer for Online Fine-Tuning of Large Models Hossein Abdi et.al. 2410.11551 translate read null
2024-10-15 Reducing Labeling Costs in Sentiment Analysis via Semi-Supervised Learning Minoo Jafarlou et.al. 2410.11355 translate read null
2024-10-14 Towards a More Complete Theory of Function Preserving Transforms Michael Painter et.al. 2410.11038 translate read null
2024-10-14 Enhancing JEPAs with Spatial Conditioning: Robust and Efficient Representation Learning Etai Littwin et.al. 2410.10773 translate read null
2024-10-15 Ensemble of ConvNeXt V2 and MaxViT for Long-Tailed CXR Classification with View-Based Aggregation Yosuke Yamagishi et.al. 2410.10710 translate read link
2024-10-14 Queryable Prototype Multiple Instance Learning with Vision-Language Models for Incremental Whole Slide Image Classification Jiaxiang Gou et.al. 2410.10573 translate read null
2024-10-14 Dynamic Power Control in a Hardware Neural Network with Error-Configurable MAC Units Maedeh Ghaderi et.al. 2410.10545 translate read null
2024-10-14 Improve Meta-learning for Few-Shot Text Classification with All You Can Acquire from the Tasks Xinyue Liu et.al. 2410.10454 translate read link
2024-10-14 GlobalMamba: Global Image Serialization for Vision Mamba Chengkun Wang et.al. 2410.10316 translate read link
2024-10-14 A Multi-Task Text Classification Pipeline with Natural Language Explanations: A User-Centric Evaluation in Sentiment Analysis and Offensive Language Identification in Greek Tweets Nikolaos Mylonas et.al. 2410.10290 translate read null
2024-10-14 big.LITTLE Vision Transformer for Efficient Visual Recognition He Guo et.al. 2410.10267 translate read null
2024-10-14 SkillAggregation: Reference-free LLM-Dependent Aggregation Guangzhi Sun et.al. 2410.10215 translate read null
2024-10-14 Will the Inclusion of Generated Data Amplify Bias Across Generations in Future Image Classification Models? Zeliang Zhang et.al. 2410.10160 translate read null
2024-10-11 Efficient Hyperparameter Importance Assessment for CNNs Ruinan Wang et.al. 2410.08920 translate read null
2024-10-11 Parameter-Efficient Fine-Tuning of Large Language Models using Semantic Knowledge Tuning Nusrat Jahan Prottasha et.al. 2410.08598 translate read null
2024-10-11 DeBiFormer: Vision Transformer with Deformable Agent Bi-level Routing Attention Nguyen Huu Bao Long et.al. 2410.08582 translate read link
2024-10-11 Accelerated Distributed Stochastic Non-Convex Optimization over Time-Varying Directed Networks Yiyue Chen et.al. 2410.08508 translate read null
2024-10-11 Semantic Token Reweighting for Interpretable and Controllable Text Embeddings in CLIP Eunji Kim et.al. 2410.08469 translate read null
2024-10-10 Bilinear MLPs enable weight-based mechanistic interpretability Michael T. Pearce et.al. 2410.08417 translate read null
2024-10-10 What is Left After Distillation? How Knowledge Transfer Impacts Fairness and Bias Aida Mohammadshahi et.al. 2410.08407 translate read null
2024-10-10 Time Traveling to Defend Against Adversarial Example Attacks in Image Classification Anthony Etim et.al. 2410.08338 translate read null
2024-10-10 More Experts Than Galaxies: Conditionally-overlapping Experts With Biologically-Inspired Fixed Routing Sagi Shaier et.al. 2410.08003 translate read null
2024-10-10 When the Small-Loss Trick is Not Enough: Multi-Label Image Classification with Noisy Labels Applied to CCTV Sewer Inspections Keryan Chelouche et.al. 2410.07689 translate read null
2024-10-10 Invisibility Cloak: Disappearance under Human Pose Estimation via Backdoor Attacks Minxing Zhang et.al. 2410.07670 translate read null
2024-10-10 StablePrompt: Automatic Prompt Tuning using Reinforcement Learning for Large Language Models Minchan Kwon et.al. 2410.07652 translate read null
2024-10-10 Explainability of Deep Neural Networks for Brain Tumor Detection S. Park et.al. 2410.07613 translate read link
2024-10-10 CSA: Data-efficient Mapping of Unimodal Features to Multimodal Features Po-han Li et.al. 2410.07610 translate read null
2024-10-09 One Initialization to Rule them All: Fine-tuning via Explained Variance Adaptation Fabian Paischer et.al. 2410.07170 translate read link
2024-10-09 JPEG Inspired Deep Learning Ahmed H. Salamah et.al. 2410.07081 translate read link
2024-10-09 Optimizing Estimators of Squared Calibration Errors in Classification Sebastian G. Gruber et.al. 2410.07014 translate read null
2024-10-09 Spectral and Rhythm Features for Audio Classification with Deep Convolutional Neural Networks Friedrich Wolf-Monheim et.al. 2410.06927 translate read null
2024-10-09 QuadMamba: Learning Quadtree-based Selective Scan for Visual State Space Model Fei Xie et.al. 2410.06806 translate read null
2024-10-09 Convex Distillation: Efficient Compression of Deep Networks via Convex Optimization Prateek Varshney et.al. 2410.06567 translate read null
2024-10-08 A Comparative Study of Hybrid Models in Health Misinformation Text Classification Mkululi Sikosana et.al. 2410.06311 translate read null
2024-10-08 Conformal Structured Prediction Botong Zhang et.al. 2410.06296 translate read link
2024-10-08 TEOChat: A Large Vision-Language Assistant for Temporal Earth Observation Data Jeremy Andrew Irvin et.al. 2410.06234 translate read null
2024-10-08 Manual Verbalizer Enrichment for Few-Shot Text Classification Quang Anh Nguyen et.al. 2410.06173 translate read null
2024-10-07 LoTLIP: Improving Language-Image Pre-training for Long Text Understanding Wei Wu et.al. 2410.05249 translate read null
2024-10-07 Variable Resolution Pixel Quantization for Low Power Machine Vision Application on Edge Senorita Deb et.al. 2410.05189 translate read null
2024-10-07 IGroupSS-Mamba: Interval Group Spatial-Spectral Mamba for Hyperspectral Image Classification Yan He et.al. 2410.05100 translate read null
2024-10-07 Explanation sensitivity to the randomness of large language models: the case of journalistic text classification Jeremie Bogaert et.al. 2410.05085 translate read null
2024-10-07 Control-oriented Clustering of Visual Latent Representation Han Qi et.al. 2410.05063 translate read null
2024-10-07 SELECT: A Large-Scale Benchmark of Data Curation Strategies for Image Classification Benjamin Feuer et.al. 2410.05057 translate read link
2024-10-07 Art Forgery Detection using Kolmogorov Arnold and Convolutional Neural Networks Sandro Boccuzzo et.al. 2410.04866 translate read null
2024-10-06 MECFormer: Multi-task Whole Slide Image Classification with Expert Consultation Network Doanh C. Bui et.al. 2410.04507 translate read null
2024-10-06 Interpret Your Decision: Logical Reasoning Regularization for Generalization in Visual Classification Zhaorui Tan et.al. 2410.04492 translate read link
2024-10-05 IT $^3$ : Idempotent Test-Time Training Nikita Durasov et.al. 2410.04201 translate read null
2024-10-04 Classification-Denoising Networks Louis Thiry et.al. 2410.03505 translate read null
2024-10-04 A Multimodal Framework for Deepfake Detection Kashish Gandhi et.al. 2410.03487 translate read null
2024-10-04 On Uncertainty In Natural Language Processing Dennis Ulmer et.al. 2410.03446 translate read link
2024-10-04 Comparing zero-shot self-explanations with human rationales in multilingual text classification Stephanie Brandl et.al. 2410.03296 translate read null
2024-10-04 Sm: enhanced localization in Multiple Instance Learning for medical imaging classification Francisco M. Castro-Macías et.al. 2410.03276 translate read null
2024-10-04 Selective Transformer for Hyperspectral Image Classification Yichu Xu et.al. 2410.03171 translate read null
2024-10-03 CPFD: Confidence-aware Privileged Feature Distillation for Short Video Classification Jinghao Shi et.al. 2410.03038 translate read null
2024-10-03 On Expert Estimation in Hierarchical Mixture of Experts: Beyond Softmax Gating Functions Huy Nguyen et.al. 2410.02935 translate read null
2024-10-03 Lie Algebra Canonicalization: Equivariant Neural Operators under arbitrary Lie Groups Zakhar Shumaylov et.al. 2410.02698 translate read null
2024-10-03 LoGra-Med: Long Context Multi-Graph Alignment for Medical Vision-Language Model Duy M. H. Nguyen et.al. 2410.02615 translate read null
2024-10-03 Personalized Quantum Federated Learning for Privacy Image Classification Jinjing Shi et.al. 2410.02547 translate read null
2024-10-03 BiSSL: Bilevel Optimization for Self-Supervised Pre-Training and Fine-Tuning Gustav Wagner Zakarias et.al. 2410.02387 translate read null
2024-10-03 CTARR: A fast and robust method for identifying anatomical regions on CT images via atlas registration Thomas Buddenkotte et.al. 2410.02316 translate read link
2024-10-03 Hard Negative Sample Mining for Whole Slide Image Classification Wentao Huang et.al. 2410.02212 translate read link
2024-10-02 Kolmogorov-Arnold Network Autoencoders Mohammadamin Moradi et.al. 2410.02077 translate read link
2024-10-02 Synthio: Augmenting Small-Scale Audio Classification Datasets with Synthetic Data Sreyan Ghosh et.al. 2410.02056 translate read null
2024-10-02 FLAG: Financial Long Document Classification via AMR-based GNN Bolun et.al. 2410.02024 translate read link
2024-10-02 MONICA: Benchmarking on Long-tailed Medical Image Classification Lie Ju et.al. 2410.02010 translate read null
2024-10-02 Revisiting Hierarchical Text Classification: Inference and Metrics Roman Plaud et.al. 2410.01305 translate read link
2024-10-02 Automatic deductive coding in discourse analysis: an application of large language models in learning analytics Lishan Zhang et.al. 2410.01240 translate read null
2024-10-01 Deep Nets with Subsampling Layers Unwittingly Discard Useful Activations at Test-Time Chiao-An Yang et.al. 2410.01083 translate read link
2024-10-01 Local-to-Global Self-Supervised Representation Learning for Diabetic Retinopathy Grading Mostafa Hajighasemloua et.al. 2410.00779 translate read null
2024-10-01 NECOMIMI: Neural-Cognitive Multimodal EEG-informed Image Generation with Diffusion Models Chi-Sheng Chen et.al. 2410.00712 translate read null
2024-10-01 TikGuard: A Deep Learning Transformer-Based Solution for Detecting Unsuitable TikTok Content for Kids Mazen Balat et.al. 2410.00403 translate read null
2024-10-02 Evaluating the fairness of task-adaptive pretraining on unlabeled test data before few-shot text classification Kush Dubey et.al. 2410.00179 translate read link

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