Classification - 2026-01

Publish Date Title Authors PDF Translate Read Code
2026-01-30 Multi-Scale Temporal Homeostasis Enables Efficient and Robust Neural Networks MD Azizul Hakim et.al. 2602.07009 translate read null
2026-01-30 Where Not to Learn: Prior-Aligned Training with Subset-based Attribution Constraints for Reliable Decision-Making Ruoyu Chen et.al. 2602.07008 translate read null
2026-01-31 Sporadic Gradient Tracking over Directed Graphs: A Theoretical Perspective on Decentralized Federated Learning Shahryar Zehtabi et.al. 2602.00791 translate read null
2026-01-30 Standardized Methods and Recommendations for Green Federated Learning Austin Tapp et.al. 2602.00343 translate read null
2026-01-30 Environment-Conditioned Tail Reweighting for Total Variation Invariant Risk Minimization Yuanchao Wang et.al. 2601.22944 translate read null
2026-01-30 AutoMerge: Search-Based Model Merging Framework for Effective Model Reuse You Lu et.al. 2601.22748 translate read null
2026-01-30 A Unified Study of LoRA Variants: Taxonomy, Review, Codebase, and Empirical Evaluation Haonan He et.al. 2601.22708 translate read null
2026-01-30 ScholarPeer: A Context-Aware Multi-Agent Framework for Automated Peer Review Palash Goyal et.al. 2601.22638 translate read null
2026-01-30 LINA: Linear Autoregressive Image Generative Models with Continuous Tokens Jiahao Wang et.al. 2601.22630 translate read null
2026-01-30 Cross-Domain Few-Shot Learning for Hyperspectral Image Classification Based on Mixup Foundation Model Naeem Paeedeh et.al. 2601.22581 translate read null
2026-01-30 EUGens: Efficient, Unified, and General Dense Layers Sang Min Kim et.al. 2601.22563 translate read null
2026-01-29 ZK-HybridFL: Zero-Knowledge Proof-Enhanced Hybrid Ledger for Federated Learning Amirhossein Taherpour et.al. 2601.22302 translate read null
2026-01-29 Investigating Batch Inference in a Sequential Monte Carlo Framework for Neural Networks Andrew Millard et.al. 2601.21983 translate read null
2026-01-29 From Generative Modeling to Clinical Classification: A GPT-Based Architecture for EHR Notes Fariba Afrin Irany et.al. 2601.21955 translate read null
2026-01-29 Just Noticeable Difference Modeling for Deep Visual Features Rui Zhao et.al. 2601.21933 translate read null
2026-01-29 FISMO: Fisher-Structured Momentum-Orthogonalized Optimizer Chenrui Xu et.al. 2601.21750 translate read null
2026-01-29 ICL-EVADER: Zero-Query Black-Box Evasion Attacks on In-Context Learning and Their Defenses Ningyuan He et.al. 2601.21586 translate read null
2026-01-29 MultiModal Fine-tuning with Synthetic Captions Shohei Enomoto et.al. 2601.21426 translate read null
2026-01-29 Bulk-Calibrated Credal Ambiguity Sets: Fast, Tractable Decision Making under Out-of-Sample Contamination Mengqi Chen et.al. 2601.21324 translate read null
2026-01-29 Adversarial Vulnerability Transcends Computational Paradigms: Feature Engineering Provides No Defense Against Neural Adversarial Transfer Achraf Hsain et.al. 2601.21323 translate read null
2026-01-28 BadDet+: Robust Backdoor Attacks for Object Detection Kealan Dunnett et.al. 2601.21066 translate read null
2026-01-28 Order-Aware Test-Time Adaptation: Leveraging Temporal Dynamics for Robust Streaming Inference Young Kyung Kim et.al. 2601.21012 translate read null
2026-01-28 CLEAR-Mamba:Towards Accurate, Adaptive and Trustworthy Multi-Sequence Ophthalmic Angiography Classification Zhuonan Wang et.al. 2601.20601 translate read null
2026-01-28 IOTA: Corrective Knowledge-Guided Prompt Learning via Black-White Box Framework Shaokun Wang et.al. 2601.20526 translate read null
2026-01-28 Causal-Driven Feature Evaluation for Cross-Domain Image Classification Chen Cheng et.al. 2601.20176 translate read null
2026-01-27 Primitive-Driven Acceleration of Hyperdimensional Computing for Real-Time Image Classification Dhruv Parikh et.al. 2601.20061 translate read null
2026-01-27 SONIC: Spectral Oriented Neural Invariant Convolutions Gijs Joppe Moens et.al. 2601.19884 translate read null
2026-01-27 HexFormer: Hyperbolic Vision Transformer with Exponential Map Aggregation Haya Alyoussef et.al. 2601.19849 translate read null
2026-01-26 Dynamic Mask-Based Backdoor Attack Against Vision AI Models: A Case Study on Mushroom Detection Zeineb Dridi et.al. 2601.18845 translate read null
2026-01-26 AI-enabled Satellite Edge Computing: A Single-Pixel Feature based Shallow Classification Model for Hyperspectral Imaging Li Fang et.al. 2601.18560 translate read null
2026-01-26 Generative Diffusion Augmentation with Quantum-Enhanced Discrimination for Medical Image Diagnosis Jingsong Xia et.al. 2601.18556 translate read null
2026-01-26 Hierarchical Text Classification with LLM-Refined Taxonomies Jonas Golde et.al. 2601.18375 translate read null
2026-01-26 Revisiting Aerial Scene Classification on the AID Benchmark Subhajeet Das et.al. 2601.18263 translate read null
2026-01-26 Cross-Domain Transfer with Self-Supervised Spectral-Spatial Modeling for Hyperspectral Image Classification Jianshu Chao et.al. 2601.18088 translate read null
2026-01-26 Semi-Supervised Hyperspectral Image Classification with Edge-Aware Superpixel Label Propagation and Adaptive Pseudo-Labeling Yunfei Qiu et.al. 2601.18049 translate read null
2026-01-23 A Lightweight Medical Image Classification Framework via Self-Supervised Contrastive Learning and Quantum-Enhanced Feature Modeling Jingsong Xia et.al. 2601.16608 translate read null
2026-01-21 Test-Time Adaptation for Speech Emotion Recognition Jiaheng Dong et.al. 2601.16240 translate read null
2026-01-22 Clustering-Guided Spatial-Spectral Mamba for Hyperspectral Image Classification Zack Dewis et.al. 2601.16098 translate read null
2026-01-22 Out-of-Distribution Detection Based on Total Variation Estimation Dabiao Ma et.al. 2601.15867 translate read null
2026-01-22 Determinants of Training Corpus Size for Clinical Text Classification Jaya Chaturvedi et.al. 2601.15846 translate read null
2026-01-22 Towards Realistic Remote Sensing Dataset Distillation with Discriminative Prototype-guided Diffusion Yonghao Xu et.al. 2601.15829 translate read null
2026-01-22 Assessing Situational and Spatial Awareness of VLMs with Synthetically Generated Video Pascal Benschop et.al. 2601.15780 translate read null
2026-01-22 White-Box mHC: Electromagnetic Spectrum-Aware and Interpretable Stream Interactions for Hyperspectral Image Classification Yimin Zhu et.al. 2601.15757 translate read null
2026-01-21 ZENITH: Automated Gradient Norm Informed Stochastic Optimization Dhrubo Saha et.al. 2601.15212 translate read null
2026-01-21 Graph Recognition via Subgraph Prediction André Eberhard et.al. 2601.15133 translate read null
2026-01-21 Bangla Music Genre Classification Using Bidirectional LSTMS Muntakimur Rahaman et.al. 2601.15083 translate read null
2026-01-21 Mixture-of-Experts Models in Vision: Routing, Optimization, and Generalization Adam Rokah et.al. 2601.15021 translate read null
2026-01-21 Communication-Efficient Multi-Modal Edge Inference via Uncertainty-Aware Distributed Learning Hang Zhao et.al. 2601.14942 translate read null
2026-01-21 ReinPath: A Multimodal Reinforcement Learning Approach for Pathology Kangcheng Zhou et.al. 2601.14757 translate read null
2026-01-20 Real-Time Wildfire Localization on the NASA Autonomous Modular Sensor using Deep Learning Yajvan Ravan et.al. 2601.14475 translate read null
2026-01-20 Feature-Aware Test Generation for Deep Learning Models Xingcheng Chen et.al. 2601.14081 translate read null
2026-01-20 Insight: Interpretable Semantic Hierarchies in Vision-Language Encoders Kai Wittenmayer et.al. 2601.13798 translate read null
2026-01-20 CARPE: Context-Aware Image Representation Prioritization via Ensemble for Large Vision-Language Models Donghee Lee et.al. 2601.13622 translate read null
2026-01-20 Fisher-Informed Parameterwise Aggregation for Federated Learning with Heterogeneous Data Zhipeng Chang et.al. 2601.13608 translate read null
2026-01-19 MOSLD-Bench: Multilingual Open-Set Learning and Discovery Benchmark for Text Categorization Adriana-Valentina Costache et.al. 2601.13437 translate read null
2026-01-19 Diffusion Representations for Fine-Grained Image Classification: A Marine Plankton Case Study A. Nieto Juscafresa et.al. 2601.13416 translate read null
2026-01-19 Not all Blends are Equal: The BLEMORE Dataset of Blended Emotion Expressions with Relative Salience Annotations Tim Lachmann et.al. 2601.13225 translate read null
2026-01-19 Proxy Robustness in Vision Language Models is Effortlessly Transferable Xiaowei Fu et.al. 2601.12865 translate read null
2026-01-19 Seeing Isn’t Always Believing: Analysis of Grad-CAM Faithfulness and Localization Reliability in Lung Cancer CT Classification Teerapong Panboonyuen et.al. 2601.12826 translate read null
2026-01-16 Bio-inspired fine-tuning for selective transfer learning in image classification Ana Davila et.al. 2601.11235 translate read null
2026-01-15 Effects of Different Attention Mechanisms Applied on 3D Models in Video Classification Mohammad Rasras et.al. 2601.10854 translate read null
2026-01-15 ICONIC-444: A 3.1-Million-Image Dataset for OOD Detection Research Gerhard Krumpl et.al. 2601.10802 translate read null
2026-01-15 Cell Behavior Video Classification Challenge, a benchmark for computer vision methods in time-lapse microscopy Raffaella Fiamma Cabini et.al. 2601.10250 translate read null
2026-01-15 Following the Teacher’s Footsteps: Scheduled Checkpoint Distillation for Domain-Specific LLMs Cheng Feng et.al. 2601.10114 translate read null
2026-01-15 Difficulty-guided Sampling: Bridging the Target Gap between Dataset Distillation and Downstream Tasks Mingzhuo Li et.al. 2601.10090 translate read null
2026-01-14 Class Adaptive Conformal Training Badr-Eddine Marani et.al. 2601.09522 translate read null
2026-01-13 Attention Consistency Regularization for Interpretable Early-Exit Neural Networks Yanhua Zhao et.al. 2601.08891 translate read null
2026-01-13 WaveFormer: Frequency-Time Decoupled Vision Modeling with Wave Equation Zishan Shu et.al. 2601.08602 translate read null
2026-01-13 Supervised Spike Agreement Dependent Plasticity for Fast Local Learning in Spiking Neural Networks Gouri Lakshmi S et.al. 2601.08526 translate read null
2026-01-13 Zero-Shot Distracted Driver Detection via Vision Language Models with Double Decoupling Takamichi Miyata et.al. 2601.08467 translate read null
2026-01-13 Noise-Adaptive Regularization for Robust Multi-Label Remote Sensing Image Classification Tom Burgert et.al. 2601.08446 translate read null
2026-01-13 AIMC-Spec: A Benchmark Dataset for Automatic Intrapulse Modulation Classification under Variable Noise Conditions Sebastian L. Cocks et.al. 2601.08265 translate read null
2026-01-13 Human-inspired Global-to-Parallel Multi-scale Encoding for Lightweight Vision Models Wei Xu et.al. 2601.08190 translate read null
2026-01-13 Representation Learning with Semantic-aware Instance and Sparse Token Alignments Phuoc-Nguyen Bui et.al. 2601.08165 translate read null
2026-01-12 The Role of Noisy Data in Improving CNN Robustness for Image Classification Oscar H. Ramírez-Agudelo et.al. 2601.08043 translate read null
2026-01-12 Self-optimizing multichannel optical computing Fatma Nur Kılınç et.al. 2601.07574 translate read null
2026-01-12 Interpretable Text Classification Applied to the Detection of LLM-generated Creative Writing Minerva Suvanto et.al. 2601.07368 translate read null
2026-01-12 Reconstruction Guided Few-shot Network For Remote Sensing Image Classification Mohit Jaiswal et.al. 2601.07335 translate read null
2026-01-11 Federated Continual Learning for Privacy-Preserving Hospital Imaging Classification Anay Sinhal et.al. 2601.06742 translate read null
2026-01-08 Leveraging Membership Inference Attacks for Privacy Measurement in Federated Learning for Remote Sensing Images Anh-Kiet Duong et.al. 2601.06200 translate read null
2026-01-09 Fusion Matters: Length-Aware Analysis of Positional-Encoding Fusion in Transformers Mohamed Amine Hallam et.al. 2601.05807 translate read null
2026-01-08 EdgeLDR: Quaternion Low-Displacement Rank Neural Networks for Edge-Efficient Deep Learning Vladimir Frants et.al. 2601.05379 translate read null
2026-01-08 STResNet & STYOLO : A New Family of Compact Classification and Object Detection Models for MCUs Sudhakar Sah et.al. 2601.05364 translate read null
2026-01-08 CAOS: Conformal Aggregation of One-Shot Predictors Maja Waldron et.al. 2601.05219 translate read null
2026-01-08 Sequential Subspace Noise Injection Prevents Accuracy Collapse in Certified Unlearning Polina Dolgova et.al. 2601.05134 translate read null
2026-01-08 Leveraging Prediction Entropy for Automatic Prompt Weighting in Zero-Shot Audio-Language Classification Karim El Khoury et.al. 2601.05011 translate read null
2026-01-08 Optimization of Deep Learning Models for Radio Galaxy Classification Philipp Denzel et.al. 2601.04773 translate read null
2026-01-08 LLMs-Integrated Automatic Hate Speech Recognition Using Controllable Text Generation Models Ryutaro Oshima et.al. 2601.04654 translate read null
2026-01-08 Integrating Distribution Matching into Semi-Supervised Contrastive Learning for Labeled and Unlabeled Data Shogo Nakayama et.al. 2601.04518 translate read null
2026-01-07 Performance Analysis of Image Classification on Bangladeshi Datasets Mohammed Sami Khan et.al. 2601.04397 translate read null
2026-01-07 Aligned explanations in neural networks Corentin Lobet et.al. 2601.04378 translate read null
2026-01-07 Comparative Analysis of Custom CNN Architectures versus Pre-trained Models and Transfer Learning: A Study on Five Bangladesh Datasets Ibrahim Tanvir et.al. 2601.04352 translate read null
2026-01-07 EvalBlocks: A Modular Pipeline for Rapidly Evaluating Foundation Models in Medical Imaging Jan Tagscherer et.al. 2601.03811 translate read null
2026-01-06 Soft Contextualized Encoder For User Defined Text Classification Charu Maheshwari et.al. 2601.03450 translate read null
2026-01-06 Enhancing Small Dataset Classification Using Projected Quantum Kernels with Convolutional Neural Networks A. M. A. S. D. Alagiyawanna et.al. 2601.03375 translate read null
2026-01-06 Attention mechanisms in neural networks Hasi Hays et.al. 2601.03329 translate read null
2026-01-05 A Comparative Study of Custom CNNs, Pre-trained Models, and Transfer Learning Across Multiple Visual Datasets Annoor Sharara Akhand et.al. 2601.02246 translate read null
2026-01-05 Hidden costs for inference with deep network on embedded system devices Chankyu Lee et.al. 2601.01698 translate read null
2026-01-04 Communication-Efficient Federated AUC Maximization with Cyclic Client Participation Umesh Vangapally et.al. 2601.01649 translate read null
2026-01-04 Evaluation of Convolutional Neural Network For Image Classification with Agricultural and Urban Datasets Shamik Shafkat Avro et.al. 2601.01393 translate read null
2026-01-03 The Alchemy of Thought: Understanding In-Context Learning Through Supervised Classification Harshita Narnoli et.al. 2601.01290 translate read null
2026-01-03 Evolving CNN Architectures: From Custom Designs to Deep Residual Models for Diverse Image Classification and Detection Tasks Mahmudul Hasan et.al. 2601.01099 translate read null
2026-01-03 Neural Networks on Symmetric Spaces of Noncompact Type Xuan Son Nguyen et.al. 2601.01097 translate read null
2026-01-03 Enhancing Histopathological Image Classification via Integrated HOG and Deep Features with Robust Noise Performance Ifeanyi Ezuma et.al. 2601.01056 translate read null
2026-01-02 Learning to be Reproducible: Custom Loss Design for Robust Neural Networks Waqas Ahmed et.al. 2601.00578 translate read null
2026-01-02 ASCNet: Research on all-sky camera images classification at the Muztagh-ata site Siqi Wang et.al. 2601.00563 translate read null
2026-01-01 Quadratic Unconstrained Binary Optimisation for Training and Regularisation of Binary Neural Networks Jonas Christoffer Villumsen et.al. 2601.00449 translate read null

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