Classification - 2025-08

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2025-08-30 Application of discrete Ricci curvature in pruning randomly wired neural networks: A case study with chest x-ray classification of COVID-19 Pavithra Elumalai et.al. 2509.05322 translate read null
2025-08-30 Context-Aware Knowledge Distillation with Adaptive Weighting for Image Classification Zhengda Li et.al. 2509.05319 translate read null
2025-08-24 The Lifecycle Principle: Stabilizing Dynamic Neural Networks with State Memory Zichuan Yang et.al. 2509.02575 translate read null
2025-08-31 Hybrid Topic-Semantic Labeling and Graph Embeddings for Unsupervised Legal Document Clustering Deepak Bastola et.al. 2509.00990 translate read null
2025-08-31 Performance Analysis of Supervised Machine Learning Algorithms for Text Classification Sadia Zaman Mishu et.al. 2509.00983 translate read null
2025-08-31 Quantization Meets OOD: Generalizable Quantization-aware Training from a Flatness Perspective Jiacheng Jiang et.al. 2509.00859 translate read null
2025-08-31 A computer vision-based approach to enhance seismic catalogues Michele De Solda et.al. 2509.00791 translate read null
2025-08-31 Multi-Level CLS Token Fusion for Contrastive Learning in Endoscopy Image Classification Y Hop Nguyen et.al. 2509.00752 translate read null
2025-08-31 CSFMamba: Cross State Fusion Mamba Operator for Multimodal Remote Sensing Image Classification Qingyu Wang et.al. 2509.00677 translate read null
2025-08-30 All-optical classification of real biomedical cell images using a diffractive neural network: a simulation study Norihide Sagami et.al. 2509.00370 translate read null
2025-08-30 Target-Oriented Single Domain Generalization Marzi Heidari et.al. 2509.00351 translate read null
2025-08-29 Principled Approximation Methods for Efficient and Scalable Deep Learning Pedro Savarese et.al. 2509.00174 translate read null
2025-08-27 Yet Unnoticed in LSTM: Binary Tree Based Input Reordering, Weight Regularization, and Gate Nonlinearization Mojtaba Moattari et.al. 2509.00087 translate read null
2025-08-24 Performance is not All You Need: Sustainability Considerations for Algorithms Xiang Li et.al. 2509.00045 translate read null
2025-08-29 I Stolenly Swear That I Am Up to (No) Good: Design and Evaluation of Model Stealing Attacks Daryna Oliynyk et.al. 2508.21654 translate read null
2025-08-28 Full-Frequency Temporal Patching and Structured Masking for Enhanced Audio Classification Aditya Makineni et.al. 2508.21243 translate read null
2025-08-28 Online incremental learning for audio classification using a pretrained audio model Manjunath Mulimani et.al. 2508.20732 translate read null
2025-08-28 Domain Adaptation Techniques for Natural and Medical Image Classification Ahmad Chaddad et.al. 2508.20537 translate read null
2025-08-28 Dual-Model Weight Selection and Self-Knowledge Distillation for Medical Image Classification Ayaka Tsutsumi et.al. 2508.20461 translate read null
2025-08-27 Exploring Selective Retrieval-Augmentation for Long-Tail Legal Text Classification Boheng Mao et.al. 2508.19997 translate read null
2025-08-27 Dhati+: Fine-tuned Large Language Models for Arabic Subjectivity Evaluation Slimane Bellaouar et.al. 2508.19966 translate read null
2025-08-27 Microscale optoelectronic reservoir networks of halide perovskite for in-sensor computing Jeroen J. de Boer et.al. 2508.19916 translate read null
2025-08-27 Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models Xiaoqi Wang et.al. 2508.19850 translate read link
2025-08-26 Time Series Analysis of Spiking Neural Systems via Transfer Entropy and Directed Persistent Homology Dylan Peek et.al. 2508.19048 translate read null
2025-08-26 Automatic Prompt Optimization with Prompt Distillation Ernest A. Dyagin et.al. 2508.18992 translate read link
2025-08-26 Flatness-aware Curriculum Learning via Adversarial Difficulty Hiroaki Aizawa et.al. 2508.18726 translate read null
2025-08-26 Class-wise Flooding Regularization for Imbalanced Image Classification Hiroaki Aizawa et.al. 2508.18723 translate read null
2025-08-26 Natural Image Classification via Quasi-Cyclic Graph Ensembles and Random-Bond Ising Models at the Nishimori Temperature V. S. Usatyuk et.al. 2508.18717 translate read null
2025-08-25 Analise de Desaprendizado de Maquina em Modelos de Classificacao de Imagens Medicas Andreza M. C. Falcao et.al. 2508.18509 translate read null
2025-08-25 Scene-Aware Vectorized Memory Multi-Agent Framework with Cross-Modal Differentiated Quantization VLMs for Visually Impaired Assistance Xiangxiang Wang et.al. 2508.18177 translate read null
2025-08-25 Hybrid Quantum-Classical Learning for Multiclass Image Classification Shuchismita Anwar et.al. 2508.18161 translate read null
2025-08-25 Designing Practical Models for Isolated Word Visual Speech Recognition Iason Ioannis Panagos et.al. 2508.17894 translate read null
2025-08-25 Towards Optimal Convolutional Transfer Learning Architectures for Breast Lesion Classification and ACL Tear Detection Daniel Frees et.al. 2508.17567 translate read null
2025-08-24 Efficient Zero-Shot Long Document Classification by Reducing Context Through Sentence Ranking Prathamesh Kokate et.al. 2508.17490 translate read null
2025-08-24 Morphological Cognition: Classifying MNIST Digits Through Morphological Computation Alone Alican Mertan et.al. 2508.17469 translate read null
2025-08-24 ResLink: A Novel Deep Learning Architecture for Brain Tumor Classification with Area Attention and Residual Connections Sumedha Arya et.al. 2508.17259 translate read null
2025-08-23 GRAID: Synthetic Data Generation with Geometric Constraints and Multi-Agentic Reflection for Harmful Content Detection Melissa Kazemi Rad et.al. 2508.17057 translate read null
2025-08-22 Enhanced NIRMAL Optimizer With Damped Nesterov Acceleration: A Comparative Analysis Nirmal Gaud et.al. 2508.16550 translate read null
2025-08-22 LLM-as-classifier: Semi-Supervised, Iterative Framework for Hierarchical Text Classification using Large Language Models Doohee You et.al. 2508.16478 translate read null
2025-08-22 Vision encoders should be image size agnostic and task driven Nedyalko Prisadnikov et.al. 2508.16317 translate read null
2025-08-22 An Investigation of Visual Foundation Models Robustness Sandeep Gupta et.al. 2508.16225 translate read null
2025-08-21 Contributions to Label-Efficient Learning in Computer Vision and Remote Sensing Minh-Tan Pham et.al. 2508.15973 translate read null
2025-08-21 Glo-VLMs: Leveraging Vision-Language Models for Fine-Grained Diseased Glomerulus Classification Zhenhao Guo et.al. 2508.15960 translate read null
2025-08-21 Investigating Different Geo Priors for Image Classification Angela Zhu et.al. 2508.15946 translate read null
2025-08-21 Strategic Sample Selection for Improved Clean-Label Backdoor Attacks in Text Classification Onur Alp Kirci et.al. 2508.15934 translate read null
2025-08-21 Structure-Preserving Medical Image Generation from a Latent Graph Representation Kevin Arias et.al. 2508.15920 translate read null
2025-08-13 A BERT-based Hierarchical Classification Model with Applications in Chinese Commodity Classification Kun Liu et.al. 2508.15800 translate read null
2025-08-21 Tutorial on the Probabilistic Unification of Estimation Theory, Machine Learning, and Generative AI Mohammed Elmusrati et.al. 2508.15719 translate read null
2025-08-21 ASCMamba: Multimodal Time-Frequency Mamba for Acoustic Scene Classification Bochao Sun et.al. 2508.15632 translate read null
2025-08-21 AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation Yulin Sun et.al. 2508.15429 translate read null
2025-08-21 Transfer learning optimization based on evolutionary selective fine tuning Jacinto Colan et.al. 2508.15367 translate read null
2025-08-21 Explainable Knowledge Distillation for Efficient Medical Image Classification Aqib Nazir Mir et.al. 2508.15251 translate read null
2025-08-21 Robust and Efficient Quantum Reservoir Computing with Discrete Time Crystal Da Zhang et.al. 2508.15230 translate read null
2025-08-20 Fast Graph Neural Network for Image Classification Mustafa Mohammadi Gharasuie et.al. 2508.14958 translate read null
2025-08-20 HHNAS-AM: Hierarchical Hybrid Neural Architecture Search using Adaptive Mutation Policies Anurag Tripathi et.al. 2508.14946 translate read null
2025-08-19 TOM: An Open-Source Tongue Segmentation Method with Multi-Teacher Distillation and Task-Specific Data Augmentation Jiacheng Xie et.al. 2508.14932 translate read null
2025-08-20 Seeing Further on the Shoulders of Giants: Knowledge Inheritance for Vision Foundation Models Jiabo Huang et.al. 2508.14707 translate read null
2025-08-20 SMTrack: End-to-End Trained Spiking Neural Networks for Multi-Object Tracking in RGB Videos Pengzhi Zhong et.al. 2508.14607 translate read null
2025-08-20 Incremental Object Detection with Prompt-based Methods Matthias Neuwirth-Trapp et.al. 2508.14599 translate read null
2025-08-20 Multi-view Graph Condensation via Tensor Decomposition Nícolas Roque dos Santos et.al. 2508.14330 translate read null
2025-08-19 Graph Concept Bottleneck Models Haotian Xu et.al. 2508.14255 translate read null
2025-08-19 Accelerating Image Classification with Graph Convolutional Neural Networks using Voronoi Diagrams Mustafa Mohammadi Gharasuie et.al. 2508.14218 translate read null
2025-08-19 Comparing energy consumption and accuracy in text classification inference Johannes Zschache et.al. 2508.14170 translate read null
2025-08-12 Toward Lifelong Learning in Equilibrium Propagation: Sleep-like and Awake Rehearsal for Enhanced Stability Yoshimasa Kubo et.al. 2508.14081 translate read null
2025-08-19 Towards Efficient Vision State Space Models via Token Merging Jinyoung Park et.al. 2508.13599 translate read null
2025-08-19 A fully-programmable integrated photonic processor for both domain-specific and general-purpose computing Feng-Kai Han et.al. 2508.13551 translate read null
2025-08-19 Compressed Models are NOT Trust-equivalent to Their Large Counterparts Rohit Raj Rai et.al. 2508.13533 translate read null
2025-08-19 Vision Transformers for Kidney Stone Image Classification: A Comparative Study with CNNs Ivan Reyes-Amezcua et.al. 2508.13461 translate read null
2025-08-18 Applications of Small Language Models in Medical Imaging Classification with a Focus on Prompt Strategies Yiting Wang et.al. 2508.13378 translate read null
2025-08-18 Preserve and Sculpt: Manifold-Aligned Fine-tuning of Vision-Language Models for Few-Shot Learning Dexia Chen et.al. 2508.12877 translate read null
2025-08-18 CLAIRE-DSA: Fluoroscopic Image Classification for Quality Assurance of Computer Vision Pipelines in Acute Ischemic Stroke Cristo J. van den Berg et.al. 2508.12755 translate read null
2025-08-17 Skin Cancer Classification: Hybrid CNN-Transformer Models with KAN-Based Fusion Shubhi Agarwal et.al. 2508.12484 translate read null
2025-08-17 Federated Cross-Modal Style-Aware Prompt Generation Suraj Prasad et.al. 2508.12399 translate read null
2025-08-17 Attention Pooling Enhances NCA-based Classification of Microscopy Images Chen Yang et.al. 2508.12324 translate read null
2025-08-17 CryptPEFT: Efficient and Private Neural Network Inference via Parameter-Efficient Fine-Tuning Saisai Xia et.al. 2508.12264 translate read null
2025-08-16 Extending Straight-Through Estimation for Robust Neural Networks on Analog CIM Hardware Yuannuo Feng et.al. 2508.11940 translate read null
2025-08-15 An Efficient Medical Image Classification Method Based on a Lightweight Improved ConvNeXt-Tiny Architecture Jingsong Xia et.al. 2508.11532 translate read null
2025-08-15 Robust Convolution Neural ODEs via Contractivity-promoting regularization Muhammad Zakwan et.al. 2508.11432 translate read null
2025-08-15 Model Interpretability and Rationale Extraction by Input Mask Optimization Marc Brinner et.al. 2508.11388 translate read null
2025-08-15 Noise Matters: Optimizing Matching Noise for Diffusion Classifiers Yanghao Wang et.al. 2508.11330 translate read null
2025-08-13 NIRMAL Pooling: An Adaptive Max Pooling Approach with Non-linear Activation for Enhanced Image Classification Nirmal Gaud et.al. 2508.10940 translate read null
2025-08-14 X-Node: Self-Explanation is All We Need Prajit Sengupta et.al. 2508.10461 translate read link
2025-08-13 Invisible Watermarks, Visible Gains: Steering Machine Unlearning with Bi-Level Watermarking Design Yuhao Sun et.al. 2508.10065 translate read null
2025-08-10 Multi-task Adversarial Attacks against Black-box Model with Few-shot Queries Wenqiang Wang et.al. 2508.10039 translate read null
2025-08-08 LLMCARE: Alzheimer’s Detection via Transformer Models Enhanced by LLM-Generated Synthetic Data Ali Zolnour et.al. 2508.10027 translate read null
2025-08-04 AutoGeTS: Knowledge-based Automated Generation of Text Synthetics for Improving Text Classification Chenhao Xue et.al. 2508.10000 translate read null
2025-08-13 MOC: Meta-Optimized Classifier for Few-Shot Whole Slide Image Classification Tianqi Xiang et.al. 2508.09967 translate read null
2025-08-13 HKT: A Biologically Inspired Framework for Modular Hereditary Knowledge Transfer in Neural Networks Yanick Chistian Tchenko et.al. 2508.09743 translate read null
2025-08-13 Exploring the Equivalence of Closed-Set Generative and Real Data Augmentation in Image Classification Haowen Wang et.al. 2508.09550 translate read null
2025-08-13 CLIP-Flow: A Universal Discriminator for AI-Generated Images Inspired by Anomaly Detection Zhipeng Yuan et.al. 2508.09477 translate read null
2025-08-12 SinLlama – A Large Language Model for Sinhala H. W. K. Aravinda et.al. 2508.09115 translate read null
2025-08-12 3DFroMLLM: 3D Prototype Generation only from Pretrained Multimodal LLMs Noor Ahmed et.al. 2508.08821 translate read null
2025-08-12 Classifier Language Models: Unifying Sparse Finetuning and Adaptive Tokenization for Specialized Classification Tasks Adit Krishnan et.al. 2508.08635 translate read null
2025-08-11 Incoherent Light-Driven Nonlinear Optical Extreme Learner via Data Reverberation Bofeng Liu et.al. 2508.08428 translate read null
2025-08-11 Neural Tangent Knowledge Distillation for Optical Convolutional Networks Jinlin Xiang et.al. 2508.08421 translate read null
2025-08-11 SHeRL-FL: When Representation Learning Meets Split Learning in Hierarchical Federated Learning Dung T. Tran et.al. 2508.08339 translate read null
2025-08-11 FairFLRep: Fairness aware fault localization and repair of Deep Neural Networks Moses Openja et.al. 2508.08151 translate read null
2025-08-11 Pindrop it! Audio and Visual Deepfake Countermeasures for Robust Detection and Fine Grained-Localization Nicholas Klein et.al. 2508.08141 translate read null
2025-08-11 Data-Efficient Biomedical In-Context Learning: A Diversity-Enhanced Submodular Perspective Jun Wang et.al. 2508.08140 translate read null
2025-08-11 Auditory Intelligence: Understanding the World Through Sound Hyeonuk Nam et.al. 2508.07829 translate read null
2025-08-11 Importance-Aware Semantic Communication in MIMO-OFDM Systems Using Vision Transformer Joohyuk Park et.al. 2508.07696 translate read null
2025-08-11 GLiClass: Generalist Lightweight Model for Sequence Classification Tasks Ihor Stepanov et.al. 2508.07662 translate read link
2025-08-09 Sensory robustness through top-down feedback and neural stochasticity in recurrent vision models Antonino Greco et.al. 2508.07115 translate read null
2025-08-09 Nonlinear Photonic Neuromorphic Chips for Spiking Reinforcement Learning Shuiying Xiang et.al. 2508.06962 translate read null
2025-08-09 Beyond Frequency: Seeing Subtle Cues Through the Lens of Spatial Decomposition for Fine-Grained Visual Classification Qin Xu et.al. 2508.06959 translate read null
2025-08-08 Large Language Models for Oral History Understanding with Text Classification and Sentiment Analysis Komala Subramanyam Cherukuri et.al. 2508.06729 translate read link
2025-08-06 Slice or the Whole Pie? Utility Control for AI Models Ye Tao et.al. 2508.06551 translate read null
2025-08-02 Large Language Models Facilitate Vision Reflection in Image Classification Guoyuan An et.al. 2508.06525 translate read null
2025-08-08 Blockchain-Enabled Federated Learning Murtaza Rangwala et.al. 2508.06406 translate read null
2025-08-08 Text as Any-Modality for Zero-Shot Classification by Consistent Prompt Tuning Xiangyu Wu et.al. 2508.06382 translate read null
2025-08-08 FedX: Explanation-Guided Pruning for Communication-Efficient Federated Learning in Remote Sensing Barış Büyüktaş et.al. 2508.06256 translate read null
2025-08-07 AHDMIL: Asymmetric Hierarchical Distillation Multi-Instance Learning for Fast and Accurate Whole-Slide Image Classification Jiuyang Dong et.al. 2508.05114 translate read null
2025-08-07 ULU: A Unified Activation Function Simin Huo et.al. 2508.05073 translate read null
2025-08-07 MedMambaLite: Hardware-Aware Mamba for Medical Image Classification Romina Aalishah et.al. 2508.05049 translate read null
2025-08-06 Revealing Temporal Label Noise in Multimodal Hateful Video Classification Shuonan Yang et.al. 2508.04900 translate read null
2025-08-06 Share Your Attention: Transformer Weight Sharing via Matrix-based Dictionary Learning Magauiya Zhussip et.al. 2508.04581 translate read null
2025-08-06 Benchmarking Uncertainty and its Disentanglement in multi-label Chest X-Ray Classification Simon Baur et.al. 2508.04457 translate read null
2025-08-06 Matrix-Free Two-to-Infinity and One-to-Two Norms Estimation Askar Tsyganov et.al. 2508.04444 translate read null
2025-08-06 WSS-CL: Weight Saliency Soft-Guided Contrastive Learning for Efficient Machine Unlearning Image Classification Thang Duc Tran et.al. 2508.04308 translate read null
2025-08-06 Comparative Analysis of Novel NIRMAL Optimizer Against Adam and SGD with Momentum Nirmal Gaud et.al. 2508.04293 translate read null
2025-08-06 A machine learning approach for image classification in synthetic aperture RADAR Romina Gaburro et.al. 2508.04234 translate read null
2025-08-06 DocVCE: Diffusion-based Visual Counterfactual Explanations for Document Image Classification Saifullah Saifullah et.al. 2508.04233 translate read null
2025-08-06 Hierarchical Text Classification Using Black Box Large Language Models Kosuke Yoshimura et.al. 2508.04219 translate read null
2025-08-06 DP-DocLDM: Differentially Private Document Image Generation using Latent Diffusion Models Saifullah Saifullah et.al. 2508.04208 translate read null
2025-08-06 Dual Prompt Learning for Adapting Vision-Language Models to Downstream Image-Text Retrieval Yifan Wang et.al. 2508.04028 translate read null
2025-08-05 FedPromo: Federated Lightweight Proxy Models at the Edge Bring New Domains to Foundation Models Matteo Caligiuri et.al. 2508.03356 translate read null
2025-08-05 Adaptive Sparse Softmax: An Effective and Efficient Softmax Variant Qi Lv et.al. 2508.03175 translate read null
2025-08-05 Augmenting Continual Learning of Diseases with LLM-Generated Visual Concepts Jiantao Tan et.al. 2508.03094 translate read null
2025-08-05 Contrastive Cross-Bag Augmentation for Multiple Instance Learning-based Whole Slide Image Classification Bo Zhang et.al. 2508.03081 translate read null
2025-08-05 The Geometry of Cortical Computation: Manifold Disentanglement and Predictive Dynamics in VCNet Brennen A. Hill et.al. 2508.02995 translate read null
2025-08-04 Tricks and Plug-ins for Gradient Boosting with Transformers Biyi Fang et.al. 2508.02924 translate read null
2025-08-04 ASMR: Angular Support for Malfunctioning Client Resilience in Federated Learning Mirko Konstantin et.al. 2508.02414 translate read null
2025-08-04 Semi-Supervised Dual-Threshold Contrastive Learning for Ultrasound Image Classification and Segmentation Peng Zhang et.al. 2508.02265 translate read null
2025-08-04 Reservoir Computing with Evolved Critical Neural Cellular Automata Sidney Pontes-Filho et.al. 2508.02218 translate read null
2025-08-04 Large-Scale Model Enabled Semantic Communication Based on Robust Knowledge Distillation Kuiyuan Ding et.al. 2508.02148 translate read null
2025-08-04 FedLAD: A Linear Algebra Based Data Poisoning Defence for Federated Learning Qi Xiong et.al. 2508.02136 translate read null
2025-08-04 REACT-KD: Region-Aware Cross-modal Topological Knowledge Distillation for Interpretable Medical Image Classification Hongzhao Chen et.al. 2508.02104 translate read null
2025-08-04 Deeply Dual Supervised learning for melanoma recognition Rujosh Polma et.al. 2508.01994 translate read null
2025-08-03 Granular Concept Circuits: Toward a Fine-Grained Circuit Discovery for Concept Representations Dahee Kwon et.al. 2508.01728 translate read null
2025-08-03 HateClipSeg: A Segment-Level Annotated Dataset for Fine-Grained Hate Video Detection Han Wang et.al. 2508.01712 translate read null
2025-08-03 TopoImages: Incorporating Local Topology Encoding into Deep Learning Models for Medical Image Classification Pengfei Gu et.al. 2508.01574 translate read null
2025-08-03 EvoVLMA: Evolutionary Vision-Language Model Adaptation Kun Ding et.al. 2508.01558 translate read null
2025-08-02 TeSent: A Benchmark Dataset for Fairness-aware Explainable Sentiment Classification in Telugu Vallabhaneni Raj Kumar et.al. 2508.01486 translate read null
2025-08-02 GMAT: Grounded Multi-Agent Clinical Description Generation for Text Encoder in Vision-Language MIL for Whole Slide Image Classification Ngoc Bui Lam Quang et.al. 2508.01293 translate read null
2025-08-02 Eigen Neural Network: Unlocking Generalizable Vision with Eigenbasis Anzhe Cheng et.al. 2508.01219 translate read null
2025-08-01 Small sample-based adaptive text classification through iterative and contrastive description refinement Amrit Rajeev et.al. 2508.00957 translate read null

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