Classification - 2025-12
Classification - 2025-12
| Publish Date | Title | Authors | Translate | Read | Code | |
|---|---|---|---|---|---|---|
| 2025-12-31 | Latent Twins: A Framework for Scene Recognition and Fast Radiative Transfer Inversion in FORUM All-Sky Observations | Cristina Sgattoni et.al. | 2512.24865 | translate | read | null |
| 2025-12-31 | SliceLens: Fine-Grained and Grounded Error Slice Discovery for Multi-Instance Vision Tasks | Wei Zhang et.al. | 2512.24592 | translate | read | null |
| 2025-12-30 | Medical Image Classification on Imbalanced Data Using ProGAN and SMA-Optimized ResNet: Application to COVID-19 | Sina Jahromi et.al. | 2512.24214 | translate | read | null |
| 2025-12-30 | Bayesian Self-Distillation for Image Classification | Anton Adelöw et.al. | 2512.24162 | translate | read | null |
| 2025-12-29 | Le Cam Distortion: A Decision-Theoretic Framework for Robust Transfer Learning | Deniz Akdemir et.al. | 2512.23617 | translate | read | null |
| 2025-12-29 | Semantic Tree Inference on Text Corpa using a Nested Density Approach together with Large Language Model Embeddings | Thomas Haschka et.al. | 2512.23471 | translate | read | null |
| 2025-12-29 | RS-Prune: Training-Free Data Pruning at High Ratios for Efficient Remote Sensing Diffusion Foundation Models | Fan Wei et.al. | 2512.23239 | translate | read | null |
| 2025-12-29 | LIMO: Low-Power In-Memory-Annealer and Matrix-Multiplication Primitive for Edge Computing | Amod Holla et.al. | 2512.23212 | translate | read | null |
| 2025-12-27 | Decomposing Task Vectors for Refined Model Editing | Hamed Damirchi et.al. | 2512.22511 | translate | read | null |
| 2025-12-25 | S&P 500 Stock’s Movement Prediction using CNN | Rahul Gupta et.al. | 2512.21804 | translate | read | null |
| 2025-12-03 | SHRP: Specialized Head Routing and Pruning for Efficient Encoder Compression | Zeli Su et.al. | 2512.20635 | translate | read | null |
| 2025-12-23 | Programmable Optical Spectrum Shapers as Computing Primitives for Accelerating Convolutional Neural Networks | Georgios Moustakas et.al. | 2512.20580 | translate | read | null |
| 2025-12-23 | FedDPC : Handling Data Heterogeneity and Partial Client Participation in Federated Learning | Mrinmay Sen et.al. | 2512.20329 | translate | read | null |
| 2025-12-23 | A Novel Graph-Sequence Learning Model for Inductive Text Classification | Zuo Wang et.al. | 2512.20097 | translate | read | null |
| 2025-12-23 | 3D Stack In-Sensor-Computing (3DS-ISC): Accelerating Time-Surface Construction for Neuromorphic Event Cameras | Hongyang Shang et.al. | 2512.20073 | translate | read | null |
| 2025-12-23 | Gaussian Process Assisted Meta-learning for Image Classification and Object Detection Models | Anna R. Flowers et.al. | 2512.20021 | translate | read | null |
| 2025-12-23 | WSD-MIL: Window Scale Decay Multiple Instance Learning for Whole Slide Image Classification | Le Feng et.al. | 2512.19982 | translate | read | null |
| 2025-12-22 | Phase-space entropy at acquisition reflects downstream learnability | Xiu-Cheng Wang et.al. | 2512.19223 | translate | read | null |
| 2025-12-22 | Photonic Spiking Graph Neural Network for Energy-Efficient Structured Data Processing | Wanting Yu et.al. | 2512.19182 | translate | read | null |
| 2025-12-20 | Towards Ancient Plant Seed Classification: A Benchmark Dataset and Baseline Model | Rui Xing et.al. | 2512.18247 | translate | read | null |
| 2025-12-17 | SCS-SupCon: Sigmoid-based Common and Style Supervised Contrastive Learning with Adaptive Decision Boundaries | Bin Wang et.al. | 2512.17954 | translate | read | null |
| 2025-12-19 | Domain-Aware Quantum Circuit for QML | Gurinder Singh et.al. | 2512.17800 | translate | read | null |
| 2025-12-19 | Resource-efficient medical image classification for edge devices | Mahsa Lavaei et.al. | 2512.17515 | translate | read | null |
| 2025-12-19 | AIFloodSense: A Global Aerial Imagery Dataset for Semantic Segmentation and Understanding of Flooded Environments | Georgios Simantiris et.al. | 2512.17432 | translate | read | null |
| 2025-12-19 | Can Synthetic Images Serve as Effective and Efficient Class Prototypes? | Dianxing Shi et.al. | 2512.17160 | translate | read | null |
| 2025-12-18 | Do Generalized-Gamma Scale Mixtures of Normals Fit Large Image Datasets? | Brandon Marks et.al. | 2512.17038 | translate | read | null |
| 2025-12-18 | Blog Data Showdown: Machine Learning vs Neuro-Symbolic Models for Gender Classification | Natnael Tilahun Sinshaw et.al. | 2512.16687 | translate | read | null |
| 2025-12-18 | Protecting Deep Neural Network Intellectual Property with Chaos-Based White-Box Watermarking | Sangeeth B et.al. | 2512.16658 | translate | read | null |
| 2025-12-10 | D3G: Diverse Demographic Data Generation Increases Zero-Shot Image Classification Accuracy within Multimodal Models | Javon Hickmon et.al. | 2512.15747 | translate | read | null |
| 2025-12-17 | Stylized Synthetic Augmentation further improves Corruption Robustness | Georg Siedel et.al. | 2512.15675 | translate | read | null |
| 2025-12-17 | Vision-based module for accurately reading linear scales in a laboratory | Parvesh Saini et.al. | 2512.15327 | translate | read | null |
| 2025-12-17 | TrajSyn: Privacy-Preserving Dataset Distillation from Federated Model Trajectories for Server-Side Adversarial Training | Mukur Gupta et.al. | 2512.15123 | translate | read | null |
| 2025-12-09 | A Critical Perspective on Finite Sample Conformal Prediction Theory in Medical Applications | Klaus-Rudolf Kladny et.al. | 2512.14727 | translate | read | null |
| 2025-12-16 | An Energy-Efficient Adiabatic Capacitive Neural Network Chip | Himadri Singh Raghav et.al. | 2512.14642 | translate | read | null |
| 2025-12-16 | Low-Resource, High-Impact: Building Corpora for Inclusive Language Technologies | Ekaterina Artemova et.al. | 2512.14576 | translate | read | null |
| 2025-12-16 | FoodLogAthl-218: Constructing a Real-World Food Image Dataset Using Dietary Management Applications | Mitsuki Watanabe et.al. | 2512.14574 | translate | read | null |
| 2025-12-16 | Improving Semantic Uncertainty Quantification in LVLMs with Semantic Gaussian Processes | Joseph Hoche et.al. | 2512.14177 | translate | read | null |
| 2025-12-15 | Ensemble-Guided Distillation for Compact and Robust Acoustic Scene Classification on Edge Devices | Hossein Sharify et.al. | 2512.13905 | translate | read | null |
| 2025-12-14 | DL $^3$ M: A Vision-to-Language Framework for Expert-Level Medical Reasoning through Deep Learning and Large Language Models | Md. Najib Hasan et.al. | 2512.13742 | translate | read | null |
| 2025-12-15 | REVERB-FL: Server-Side Adversarial and Reserve-Enhanced Federated Learning for Robust Audio Classification | Sathwika Peechara et.al. | 2512.13647 | translate | read | null |
| 2025-12-15 | On the Ability of Deep Learning to Detect Signals with Unknown Parameters | Tom Anders et.al. | 2512.13542 | translate | read | null |
| 2025-12-15 | Dual-Qubit Hierarchical Fuzzy Neural Network for Image Classification: Enabling Relational Learning via Quantum Entanglement | Wenwei Zhang et.al. | 2512.13274 | translate | read | null |
| 2025-12-15 | Reveal Hidden Pitfalls and Navigate Next Generation of Vector Similarity Search from Task-Centric Views | Tingyang Chen et.al. | 2512.12980 | translate | read | link |
| 2025-12-15 | Revisiting 2D Foundation Models for Scalable 3D Medical Image Classification | Han Liu et.al. | 2512.12887 | translate | read | null |
| 2025-12-14 | Adapting Multimodal Foundation Models for Few-Shot Learning: A Comprehensive Study on Contrastive Captioners | N. K. B. M. P. K. B. Narasinghe et.al. | 2512.12824 | translate | read | null |
| 2025-12-14 | Fine-Tuning Causal LLMs for Text Classification: Embedding-Based vs. Instruction-Based Approaches | Amirhossein Yousefiramandi et.al. | 2512.12677 | translate | read | null |
| 2025-12-13 | Advancing Cache-Based Few-Shot Classification via Patch-Driven Relational Gated Graph Attention | Tasweer Ahmad et.al. | 2512.12498 | translate | read | null |
| 2025-12-13 | Semantic Distance Measurement based on Multi-Kernel Gaussian Processes | Yinzhu Cheng et.al. | 2512.12238 | translate | read | null |
| 2025-12-12 | A Comparative Analysis of Semiconductor Wafer Map Defect Detection with Image Transformer | Sushmita Nath et.al. | 2512.11977 | translate | read | null |
| 2025-12-12 | ACCOR: Attention-Enhanced Complex-Valued Contrastive Learning for Occluded Object Classification Using mmWave Radar IQ Signals | Stefan Hägele et.al. | 2512.11556 | translate | read | null |
| 2025-12-12 | FRQI Pairs method for image classification using Quantum Recurrent Neural Network | Rafał Potempa et.al. | 2512.11499 | translate | read | null |
| 2025-12-12 | VLM2GeoVec: Toward Universal Multimodal Embeddings for Remote Sensing | Emanuel Sánchez Aimar et.al. | 2512.11490 | translate | read | null |
| 2025-12-12 | Multi-task Learning with Extended Temporal Shift Module for Temporal Action Localization | Anh-Kiet Duong et.al. | 2512.11189 | translate | read | null |
| 2025-12-11 | VL-JEPA: Joint Embedding Predictive Architecture for Vision-language | Delong Chen et.al. | 2512.10942 | translate | read | null |
| 2025-12-11 | LabelFusion: Learning to Fuse LLMs and Transformer Classifiers for Robust Text Classification | Michael Schlee et.al. | 2512.10793 | translate | read | null |
| 2025-12-11 | Uncertainty-Preserving QBNNs: Multi-Level Quantization of SVI-Based Bayesian Neural Networks for Image Classification | Hendrik Borras et.al. | 2512.10602 | translate | read | null |
| 2025-12-10 | MedXAI: A Retrieval-Augmented and Self-Verifying Framework for Knowledge-Guided Medical Image Analysis | Midhat Urooj et.al. | 2512.10098 | translate | read | null |
| 2025-12-10 | Text2Graph: Combining Lightweight LLMs and GNNs for Efficient Text Classification in Label-Scarce Scenarios | João Lucas Luz Lima Sarcinelli et.al. | 2512.10061 | translate | read | null |
| 2025-12-10 | Stylized Meta-Album: Group-bias injection with style transfer to study robustness against distribution shifts | Romain Mussard et.al. | 2512.09773 | translate | read | null |
| 2025-12-10 | OxEnsemble: Fair Ensembles for Low-Data Classification | Jonathan Rystrøm et.al. | 2512.09665 | translate | read | null |
| 2025-12-10 | Hands-on Evaluation of Visual Transformers for Object Recognition and Detection | Dimitrios N. Vlachogiannis et.al. | 2512.09579 | translate | read | null |
| 2025-12-10 | NeuroSketch: An Effective Framework for Neural Decoding via Systematic Architectural Optimization | Gaorui Zhang et.al. | 2512.09524 | translate | read | link |
| 2025-12-10 | Advancing Text Classification with Large Language Models and Neural Attention Mechanisms | Ning Lyu et.al. | 2512.09444 | translate | read | null |
| 2025-12-10 | Representation Calibration and Uncertainty Guidance for Class-Incremental Learning based on Vision Language Model | Jiantao Tan et.al. | 2512.09441 | translate | read | null |
| 2025-12-10 | Benchmarking Real-World Medical Image Classification with Noisy Labels: Challenges, Practice, and Outlook | Yuan Ma et.al. | 2512.09315 | translate | read | null |
| 2025-12-09 | GS-KAN: Parameter-Efficient Kolmogorov-Arnold Networks via Sprecher-Type Shared Basis Functions | Oscar Eliasson et.al. | 2512.09084 | translate | read | null |
| 2025-12-09 | Improving Multi-Class Calibration through Normalization-Aware Isotonic Techniques | Alon Arad et.al. | 2512.09054 | translate | read | null |
| 2025-12-09 | Luxical: High-Speed Lexical-Dense Text Embeddings | DatologyAI et.al. | 2512.09015 | translate | read | link |
| 2025-12-08 | Enhancing Knowledge Transfer in Hyperspectral Image Classification via Cross-scene Knowledge Integration | Lu Huo et.al. | 2512.08989 | translate | read | null |
| 2025-12-09 | Automated Pollen Recognition in Optical and Holographic Microscopy Images | Swarn Singh Warshaneyan et.al. | 2512.08589 | translate | read | null |
| 2025-12-09 | Low Rank Support Quaternion Matrix Machine | Wang Chen et.al. | 2512.08327 | translate | read | null |
| 2025-12-08 | Applicability of Metalenses for Generalizable Computer Vision | Yubo Zhang et.al. | 2512.08109 | translate | read | null |
| 2025-12-08 | Exploiting the Randomness of Large Language Models (LLM) in Text Classification Tasks: Locating Privileged Documents in Legal Matters | Keith Huffman et.al. | 2512.08083 | translate | read | null |
| 2025-12-08 | Complementary Learning Approach for Text Classification using Large Language Models | Navid Asgari et.al. | 2512.07583 | translate | read | null |
| 2025-12-08 | Integrating Multi-scale and Multi-filtration Topological Features for Medical Image Classification | Pengfei Gu et.al. | 2512.07190 | translate | read | null |
| 2025-12-08 | Winning the Lottery by Preserving Network Training Dynamics with Concrete Ticket Search | Tanay Arora et.al. | 2512.07142 | translate | read | null |
| 2025-12-08 | Dual Refinement Cycle Learning: Unsupervised Text Classification of Mamba and Community Detection on Text Attributed Graph | Hong Wang et.al. | 2512.07100 | translate | read | null |
| 2025-12-07 | Toward Reliable Machine Unlearning: Theory, Algorithms, and Evaluation | Ali Ebrahimpour-Boroojeny et.al. | 2512.06993 | translate | read | null |
| 2025-12-07 | SceneMixer: Exploring Convolutional Mixing Networks for Remote Sensing Scene Classification | Mohammed Q. Alkhatib et.al. | 2512.06877 | translate | read | null |
| 2025-12-07 | Arc Gradient Descent: A Mathematically Derived Reformulation of Gradient Descent with Phase-Aware, User-Controlled Step Dynamics | Nikhil Verma et.al. | 2512.06737 | translate | read | null |
| 2025-12-07 | Hierarchical Deep Learning for Diatom Image Classification: A Multi-Level Taxonomic Approach | Yueying Ke et.al. | 2512.06613 | translate | read | null |
| 2025-12-06 | Proof of Concept for Mammography Classification with Enhanced Compactness and Separability Modules | Fariza Dahes et.al. | 2512.06575 | translate | read | null |
| 2025-12-06 | LOCUS: A System and Method for Low-Cost Customization for Universal Specialization | Dhanasekar Sundararaman et.al. | 2512.06239 | translate | read | null |
| 2025-12-05 | Efficient Text Classification with Conformal In-Context Learning | Ippokratis Pantelidis et.al. | 2512.05732 | translate | read | null |
| 2025-12-05 | NormalView: sensor-agnostic tree species classification from backpack and aerial lidar data using geometric projections | Juho Korkeala et.al. | 2512.05610 | translate | read | null |
| 2025-12-04 | GeoPE:A Unified Geometric Positional Embedding for Structured Tensors | Yupu Yao et.al. | 2512.04963 | translate | read | null |
| 2025-12-04 | An all-optical convolutional neural network for image identification | Wei-Wei Fu et.al. | 2512.04569 | translate | read | null |
| 2025-12-04 | Performance Evaluation of Transfer Learning Based Medical Image Classification Techniques for Disease Detection | Zeeshan Ahmad et.al. | 2512.04397 | translate | read | null |
| 2025-12-03 | Improving Alignment Between Human and Machine Codes: An Empirical Assessment of Prompt Engineering for Construct Identification in Psychology | Kylie L. Anglin et.al. | 2512.03818 | translate | read | null |
| 2025-12-03 | Research on Brain Tumor Classification Method Based on Improved ResNet34 Network | Yufeng Li et.al. | 2512.03751 | translate | read | null |
| 2025-12-03 | Multi-Scale Visual Prompting for Lightweight Small-Image Classification | Salim Khazem et.al. | 2512.03663 | translate | read | null |
| 2025-12-03 | FeatureLens: A Highly Generalizable and Interpretable Framework for Detecting Adversarial Examples Based on Image Features | Zhigang Yang et.al. | 2512.03625 | translate | read | null |
| 2025-12-03 | Label-Efficient Hyperspectral Image Classification via Spectral FiLM Modulation of Low-Level Pretrained Diffusion Features | Yuzhen Hu et.al. | 2512.03430 | translate | read | null |
| 2025-12-01 | ALARM: Automated MLLM-Based Anomaly Detection in Complex-EnviRonment Monitoring with Uncertainty Quantification | Congjing Zhang et.al. | 2512.03101 | translate | read | null |
| 2025-12-01 | Context-Enriched Contrastive Loss: Enhancing Presentation of Inherent Sample Connections in Contrastive Learning Framework | Haojin Deng et.al. | 2512.02152 | translate | read | null |
| 2025-12-01 | ViT $^3$ : Unlocking Test-Time Training in Vision | Dongchen Han et.al. | 2512.01643 | translate | read | null |
| 2025-12-01 | Supervised Contrastive Machine Unlearning of Background Bias in Sonar Image Classification with Fine-Grained Explainable AI | Kamal Basha S et.al. | 2512.01291 | translate | read | null |
| 2025-12-01 | nnMobileNet++: Towards Efficient Hybrid Networks for Retinal Image Analysis | Xin Li et.al. | 2512.01273 | translate | read | null |
| 2025-12-01 | Teaching by Failure: Counter-Example-Driven Curricula for Transformer Self-Improvement | Harshil Vejendla et.al. | 2512.01187 | translate | read | null |
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