Classification - 2024-09
Classification - 2024-09
| Publish Date | Title | Authors | Translate | Read | Code | |
|---|---|---|---|---|---|---|
| 2024-09-30 | KPCA-CAM: Visual Explainability of Deep Computer Vision Models using Kernel PCA | Sachin Karmani et.al. | 2410.00267 | translate | read | null |
| 2024-09-30 | A Methodology for Explainable Large Language Models with Integrated Gradients and Linguistic Analysis in Text Classification | Marina Ribeiro et.al. | 2410.00250 | translate | read | null |
| 2024-09-30 | Evaluating the performance of state-of-the-art esg domain-specific pre-trained large language models in text classification against existing models and traditional machine learning techniques | Tin Yuet Chung et.al. | 2410.00207 | translate | read | null |
| 2024-09-30 | POMONAG: Pareto-Optimal Many-Objective Neural Architecture Generator | Eugenio Lomurno et.al. | 2409.20447 | translate | read | null |
| 2024-09-30 | Satellite image classification with neural quantum kernels | Pablo Rodriguez-Grasa et.al. | 2409.20356 | translate | read | null |
| 2024-09-30 | All-optical autoencoder machine learning framework using diffractive processors | Peijie Feng et.al. | 2409.20346 | translate | read | null |
| 2024-09-30 | Fine-Tuning Personalization in Federated Learning to Mitigate Adversarial Clients | Youssef Allouah et.al. | 2409.20329 | translate | read | null |
| 2024-09-30 | Classroom-Inspired Multi-Mentor Distillation with Adaptive Learning Strategies | Shalini Sarode et.al. | 2409.20237 | translate | read | null |
| 2024-09-30 | Classification of Radiological Text in Small and Imbalanced Datasets in a Non-English Language | Vincent Beliveau et.al. | 2409.20147 | translate | read | null |
| 2024-09-30 | SATA: Spatial Autocorrelation Token Analysis for Enhancing the Robustness of Vision Transformers | Nick Nikzad et.al. | 2409.19850 | translate | read | null |
| 2024-09-29 | Adversarial Examples for DNA Classification | Hyunwoo Yoo et.al. | 2409.19788 | translate | read | null |
| 2024-09-29 | FAST: A Dual-tier Few-Shot Learning Paradigm for Whole Slide Image Classification | Kexue Fu et.al. | 2409.19720 | translate | read | null |
| 2024-09-29 | Vision-Language Models are Strong Noisy Label Detectors | Tong Wei et.al. | 2409.19696 | translate | read | link |
| 2024-09-27 | Unconditional stability of a recurrent neural circuit implementing divisive normalization | Shivang Rawat et.al. | 2409.18946 | translate | read | null |
| 2024-09-27 | Subspace Preserving Quantum Convolutional Neural Network Architectures | Léo Monbroussou et.al. | 2409.18918 | translate | read | null |
| 2024-09-27 | Med-IC: Fusing a Single Layer Involution with Convolutions for Enhanced Medical Image Classification and Segmentation | Md. Farhadul Islam et.al. | 2409.18506 | translate | read | null |
| 2024-09-26 | Towards the Mitigation of Confirmation Bias in Semi-supervised Learning: a Debiased Training Perspective | Yu Wang et.al. | 2409.18316 | translate | read | null |
| 2024-09-26 | Realistic Evaluation of Model Merging for Compositional Generalization | Derek Tam et.al. | 2409.18314 | translate | read | null |
| 2024-09-26 | DARE: Diverse Visual Question Answering with Robustness Evaluation | Hannah Sterz et.al. | 2409.18023 | translate | read | null |
| 2024-09-26 | The Lou Dataset – Exploring the Impact of Gender-Fair Language in German Text Classification | Andreas Waldis et.al. | 2409.17929 | translate | read | null |
| 2024-09-26 | Cascade Prompt Learning for Vision-Language Model Adaptation | Ge Wu et.al. | 2409.17805 | translate | read | null |
| 2024-09-26 | Byzantine-Robust Aggregation for Securing Decentralized Federated Learning | Diego Cajaraville-Aboy et.al. | 2409.17754 | translate | read | null |
| 2024-09-26 | Let the Quantum Creep In: Designing Quantum Neural Network Models by Gradually Swapping Out Classical Components | Peiyong Wang et.al. | 2409.17583 | translate | read | link |
| 2024-09-26 | Leveraging Annotator Disagreement for Text Classification | Jin Xu et.al. | 2409.17577 | translate | read | null |
| 2024-09-26 | Uni-Med: A Unified Medical Generalist Foundation Model For Multi-Task Learning Via Connector-MoE | Xun Zhu et.al. | 2409.17508 | translate | read | null |
| 2024-09-26 | Reducing and Exploiting Data Augmentation Noise through Meta Reweighting Contrastive Learning for Text Classification | Guanyi Mou et.al. | 2409.17474 | translate | read | null |
| 2024-09-26 | Navigating the Shortcut Maze: A Comprehensive Analysis of Shortcut Learning in Text Classification by Language Models | Yuqing Zhou et.al. | 2409.17455 | translate | read | null |
| 2024-09-25 | Block Expanded DINORET: Adapting Natural Domain Foundation Models for Retinal Imaging Without Catastrophic Forgetting | Jay Zoellin et.al. | 2409.17332 | translate | read | null |
| 2024-09-25 | BitQ: Tailoring Block Floating Point Precision for Improved DNN Efficiency on Resource-Constrained Devices | Yongqi Xu et.al. | 2409.17093 | translate | read | link |
| 2024-09-25 | Accumulator-Aware Post-Training Quantization | Ian Colbert et.al. | 2409.17092 | translate | read | null |
| 2024-09-26 | HVT: A Comprehensive Vision Framework for Learning in Non-Euclidean Space | Jacob Fein-Ashley et.al. | 2409.16897 | translate | read | link |
| 2024-09-25 | Shifting from endangerment to rebirth in the Artificial Intelligence Age: An Ensemble Machine Learning Approach for Hawrami Text Classification | Aram Khaksar et.al. | 2409.16884 | translate | read | null |
| 2024-09-25 | Explicitly Modeling Pre-Cortical Vision with a Neuro-Inspired Front-End Improves CNN Robustness | Lucas Piper et.al. | 2409.16838 | translate | read | link |
| 2024-09-24 | Unleashing the Potential of Synthetic Images: A Study on Histopathology Image Classification | Leire Benito-Del-Valle et.al. | 2409.16002 | translate | read | link |
| 2024-09-24 | An ensemble framework approach of hybrid Quantum convolutional neural networks for classification of breast cancer images | Dibyasree Guha et.al. | 2409.15958 | translate | read | null |
| 2024-09-24 | iGAiVA: Integrated Generative AI and Visual Analytics in a Machine Learning Workflow for Text Classification | Yuanzhe Jin et.al. | 2409.15848 | translate | read | link |
| 2024-09-23 | Optimizing News Text Classification with Bi-LSTM and Attention Mechanism for Efficient Data Processing | Bingyao Liu et.al. | 2409.15576 | translate | read | null |
| 2024-09-23 | Critic Loss for Image Classification | Brendan Hogan Rappazzo et.al. | 2409.15565 | translate | read | null |
| 2024-09-23 | VLMine: Long-Tail Data Mining with Vision Language Models | Mao Ye et.al. | 2409.15486 | translate | read | null |
| 2024-09-23 | HydroVision: LiDAR-Guided Hydrometric Prediction with Vision Transformers and Hybrid Graph Learning | Naghmeh Shafiee Roudbari et.al. | 2409.15213 | translate | read | null |
| 2024-09-23 | Benchmarking Edge AI Platforms for High-Performance ML Inference | Rakshith Jayanth et.al. | 2409.14803 | translate | read | null |
| 2024-09-23 | Less yet robust: crucial region selection for scene recognition | Jianqi Zhang et.al. | 2409.14741 | translate | read | null |
| 2024-09-22 | Low-Light Enhancement Effect on Classification and Detection: An Empirical Study | Xu Wu et.al. | 2409.14461 | translate | read | null |
| 2024-09-18 | Unraveling the Hessian: A Key to Smooth Convergence in Loss Function Landscapes | Nikita Kiselev et.al. | 2409.11995 | translate | read | link |
| 2024-09-18 | Data Efficient Acoustic Scene Classification using Teacher-Informed Confusing Class Instruction | Jin Jie Sean Yeo et.al. | 2409.11964 | translate | read | null |
| 2024-09-18 | Agglomerative Token Clustering | Joakim Bruslund Haurum et.al. | 2409.11923 | translate | read | null |
| 2024-09-18 | Distillation-free Scaling of Large SSMs for Images and Videos | Hamid Suleman et.al. | 2409.11867 | translate | read | null |
| 2024-09-18 | Community Shaping in the Digital Age: A Temporal Fusion Framework for Analyzing Discourse Fragmentation in Online Social Networks | Amirhossein Dezhboro et.al. | 2409.11665 | translate | read | null |
| 2024-09-18 | Few-Shot Learning Approach on Tuberculosis Classification Based on Chest X-Ray Images | A. A. G. Yogi Pramana et.al. | 2409.11644 | translate | read | null |
| 2024-09-18 | Hyperspectral Image Classification Based on Faster Residual Multi-branch Spiking Neural Network | Yang Liu et.al. | 2409.11619 | translate | read | null |
| 2024-09-17 | Multi-Cohort Framework with Cohort-Aware Attention and Adversarial Mutual-Information Minimization for Whole Slide Image Classification | Sharon Peled et.al. | 2409.11119 | translate | read | null |
| 2024-09-17 | Anti-ESIA: Analyzing and Mitigating Impacts of Electromagnetic Signal Injection Attacks | Denglin Kang et.al. | 2409.10922 | translate | read | null |
| 2024-09-16 | Are Deep Learning Models Robust to Partial Object Occlusion in Visual Recognition Tasks? | Kaleb Kassaw et.al. | 2409.10775 | translate | read | null |
| 2024-09-16 | Frequency-Guided Masking for Enhanced Vision Self-Supervised Learning | Amin Karimi Monsefi et.al. | 2409.10362 | translate | read | null |
| 2024-09-16 | InfoDisent: Explainability of Image Classification Models by Information Disentanglement | Łukasz Struski et.al. | 2409.10329 | translate | read | null |
| 2024-09-16 | Enhancing Image Classification in Small and Unbalanced Datasets through Synthetic Data Augmentation | Neil De La Fuente et.al. | 2409.10286 | translate | read | null |
| 2024-09-15 | Finetuning CLIP to Reason about Pairwise Differences | Dylan Sam et.al. | 2409.09721 | translate | read | null |
| 2024-09-15 | Compositional Audio Representation Learning | Sripathi Sridhar et.al. | 2409.09619 | translate | read | null |
| 2024-09-14 | One missing piece in Vision and Language: A Survey on Comics Understanding | Emanuele Vivoli et.al. | 2409.09502 | translate | read | link |
| 2024-09-14 | Real-world Adversarial Defense against Patch Attacks based on Diffusion Model | Xingxing Wei et.al. | 2409.09406 | translate | read | null |
| 2024-09-14 | Turbo your multi-modal classification with contrastive learning | Zhiyu Zhang et.al. | 2409.09282 | translate | read | null |
| 2024-09-14 | Leveraging Foundation Models for Efficient Federated Learning in Resource-restricted Edge Networks | S. Kawa Atapour et.al. | 2409.09273 | translate | read | null |
| 2024-09-13 | ReCLAP: Improving Zero Shot Audio Classification by Describing Sounds | Sreyan Ghosh et.al. | 2409.09213 | translate | read | link |
| 2024-09-13 | Pushing the boundaries of event subsampling in event-based video classification using CNNs | Hesam Araghi et.al. | 2409.08953 | translate | read | link |
| 2024-09-13 | Pushing Joint Image Denoising and Classification to the Edge | Thomas C Markhorst et.al. | 2409.08943 | translate | read | null |
| 2024-09-13 | Byzantine-Robust and Communication-Efficient Distributed Learning via Compressed Momentum Filtering | Changxin Liu et.al. | 2409.08640 | translate | read | null |
| 2024-09-13 | Anytime Continual Learning for Open Vocabulary Classification | Zhen Zhu et.al. | 2409.08518 | translate | read | link |
| 2024-09-12 | Enhancing Few-Shot Image Classification through Learnable Multi-Scale Embedding and Attention Mechanisms | Fatemeh Askari et.al. | 2409.07989 | translate | read | link |
| 2024-09-12 | Microscopic-Mamba: Revealing the Secrets of Microscopic Images with Just 4M Parameters | Shun Zou et.al. | 2409.07896 | translate | read | link |
| 2024-09-12 | Classifying Images with CoLaNET Spiking Neural Network – the MNIST Example | Mikhail Kiselev et.al. | 2409.07833 | translate | read | null |
| 2024-09-12 | Efficient Privacy-Preserving KAN Inference Using Homomorphic Encryption | Zhizheng Lai et.al. | 2409.07751 | translate | read | null |
| 2024-09-12 | DFDG: Data-Free Dual-Generator Adversarial Distillation for One-Shot Federated Learning | Kangyang Luo et.al. | 2409.07734 | translate | read | null |
| 2024-09-12 | Cooperative Inference with Interleaved Operator Partitioning for CNNs | Zhibang Liu et.al. | 2409.07693 | translate | read | null |
| 2024-09-11 | Token Turing Machines are Efficient Vision Models | Purvish Jajal et.al. | 2409.07613 | translate | read | null |
| 2024-09-11 | Minimizing Embedding Distortion for Robust Out-of-Distribution Performance | Tom Shaked et.al. | 2409.07582 | translate | read | null |
| 2024-09-11 | A Contrastive Symmetric Forward-Forward Algorithm (SFFA) for Continual Learning Tasks | Erik B. Terres-Escudero et.al. | 2409.07387 | translate | read | null |
| 2024-09-11 | Optimizing Neural Network Performance and Interpretability with Diophantine Equation Encoding | Ronald Katende et.al. | 2409.07310 | translate | read | null |
| 2024-09-11 | LLM-based feature generation from text for interpretable machine learning | Vojtěch Balek et.al. | 2409.07132 | translate | read | null |
| 2024-09-11 | Privacy-Preserving Federated Learning with Consistency via Knowledge Distillation Using Conditional Generator | Kangyang Luo et.al. | 2409.06955 | translate | read | null |
| 2024-09-10 | Dynamic Decoupling of Placid Terminal Attractor-based Gradient Descent Algorithm | Jinwei Zhao et.al. | 2409.06542 | translate | read | null |
| 2024-09-10 | Seam Carving as Feature Pooling in CNN | Mohammad Imrul Jubair et.al. | 2409.06311 | translate | read | null |
| 2024-09-10 | EntAugment: Entropy-Driven Adaptive Data Augmentation Framework for Image Classification | Suorong Yang et.al. | 2409.06290 | translate | read | link |
| 2024-09-09 | A Small Claims Court for the NLP: Judging Legal Text Classification Strategies With Small Datasets | Mariana Yukari Noguti et.al. | 2409.05972 | translate | read | null |
| 2024-09-09 | SVFit: Parameter-Efficient Fine-Tuning of Large Pre-Trained Models Using Singular Values | Chengwei Sun et.al. | 2409.05926 | translate | read | null |
| 2024-09-09 | Adversarial Attacks on Data Attribution | Xinhe Wang et.al. | 2409.05657 | translate | read | null |
| 2024-09-09 | Look One and More: Distilling Hybrid Order Relational Knowledge for Cross-Resolution Image Recognition | Shiming Ge et.al. | 2409.05384 | translate | read | null |
| 2024-09-09 | RexUniNLU: Recursive Method with Explicit Schema Instructor for Universal NLU | Chengyuan Liu et.al. | 2409.05275 | translate | read | null |
| 2024-09-09 | Scalable Frame Sampling for Video Classification: A Semi-Optimal Policy Approach with Reduced Search Space | Junho Lee et.al. | 2409.05260 | translate | read | null |
| 2024-09-08 | PatchAlign:Fair and Accurate Skin Disease Image Classification by Alignment with Clinical Labels | Aayushman et.al. | 2409.04975 | translate | read | link |
| 2024-09-07 | Activation Function Optimization Scheme for Image Classification | Abdur Rahman et.al. | 2409.04915 | translate | read | null |
| 2024-09-07 | LoCa: Logit Calibration for Knowledge Distillation | Runming Yang et.al. | 2409.04778 | translate | read | null |
| 2024-09-07 | Swin Transformer for Robust Differentiation of Real and Synthetic Images: Intra- and Inter-Dataset Analysis | Preetu Mehta et.al. | 2409.04734 | translate | read | null |
| 2024-09-06 | Connectivity-Inspired Network for Context-Aware Recognition | Gianluca Carloni et.al. | 2409.04360 | translate | read | null |
| 2024-09-06 | An optically accelerated extreme learning machine using hot atomic vapors | Pierre Azam et.al. | 2409.04312 | translate | read | null |
| 2024-09-06 | PlantSeg: A Large-Scale In-the-wild Dataset for Plant Disease Segmentation | Tianqi Wei et.al. | 2409.04038 | translate | read | null |
| 2024-09-05 | Deep Clustering of Remote Sensing Scenes through Heterogeneous Transfer Learning | Isaac Ray et.al. | 2409.03938 | translate | read | null |
| 2024-09-05 | WaterMAS: Sharpness-Aware Maximization for Neural Network Watermarking | Carl De Sousa Trias et.al. | 2409.03902 | translate | read | null |
| 2024-09-05 | On-board Satellite Image Classification for Earth Observation: A Comparative Study of Pre-Trained Vision Transformer Models | Thanh-Dung Le et.al. | 2409.03901 | translate | read | null |
| 2024-09-05 | Have Large Vision-Language Models Mastered Art History? | Ombretta Strafforello et.al. | 2409.03521 | translate | read | null |
| 2024-09-05 | Non-Uniform Illumination Attack for Fooling Convolutional Neural Networks | Akshay Jain et.al. | 2409.03458 | translate | read | link |
| 2024-09-05 | Training-free Conversion of Pretrained ANNs to SNNs for Low-Power and High-Performance Applications | Tong Bu et.al. | 2409.03368 | translate | read | null |
| 2024-09-05 | PEPL: Precision-Enhanced Pseudo-Labeling for Fine-Grained Image Classification in Semi-Supervised Learning | Bowen Tian et.al. | 2409.03192 | translate | read | null |
| 2024-09-05 | The AdEMAMix Optimizer: Better, Faster, Older | Matteo Pagliardini et.al. | 2409.03137 | translate | read | null |
| 2024-09-04 | iConFormer: Dynamic Parameter-Efficient Tuning with Input-Conditioned Adaptation | Hayeon Jo et.al. | 2409.02838 | translate | read | null |
| 2024-09-03 | MedUnA: Language guided Unsupervised Adaptation of Vision-Language Models for Medical Image Classification | Umaima Rahman et.al. | 2409.02729 | translate | read | null |
| 2024-09-05 | OpenFact at CheckThat! 2024: Combining Multiple Attack Methods for Effective Adversarial Text Generation | Włodzimierz Lewoniewski et.al. | 2409.02649 | translate | read | null |
| 2024-09-04 | Boosting Generalizability towards Zero-Shot Cross-Dataset Single-Image Indoor Depth by Meta-Initialization | Cho-Ying Wu et.al. | 2409.02486 | translate | read | null |
| 2024-09-03 | Evaluation and Comparison of Visual Language Models for Transportation Engineering Problems | Sanjita Prajapati et.al. | 2409.02278 | translate | read | null |
| 2024-09-05 | Robust Clustering on High-Dimensional Data with Stochastic Quantization | Anton Kozyriev et.al. | 2409.02066 | translate | read | link |
| 2024-09-03 | Compressed learning based onboard semantic compression for remote sensing platforms | Protim Bhattacharjee et.al. | 2409.01988 | translate | read | null |
| 2024-09-03 | State-of-the-art Advances of Deep-learning Linguistic Steganalysis Research | Yihao Wang et.al. | 2409.01780 | translate | read | null |
| 2024-09-03 | Enhancing Fine-Grained Visual Recognition in the Low-Data Regime Through Feature Magnitude Regularization | Avraham Chapman et.al. | 2409.01672 | translate | read | null |
| 2024-09-03 | ReSpike: Residual Frames-based Hybrid Spiking Neural Networks for Efficient Action Recognition | Shiting Xiao et.al. | 2409.01564 | translate | read | null |
| 2024-09-02 | Instant Adversarial Purification with Adversarial Consistency Distillation | Chun Tong Lei et.al. | 2408.17064 | translate | read | null |
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