Classification - 2024-03

Publish Date Title Authors PDF Translate Read Code
2024-03-29 Learn “No” to Say “Yes” Better: Improving Vision-Language Models via Negations Jaisidh Singh et.al. 2403.20312 translate read link
2024-03-29 MCNet: A crowd denstity estimation network based on integrating multiscale attention module Qiang Guo et.al. 2403.20173 translate read null
2024-03-29 Segmentation, Classification and Interpretation of Breast Cancer Medical Images using Human-in-the-Loop Machine Learning David Vázquez-Lema et.al. 2403.20112 translate read null
2024-03-29 Adverb Is the Key: Simple Text Data Augmentation with Adverb Deletion Juhwan Choi et.al. 2403.20015 translate read link
2024-03-29 Diverse Feature Learning by Self-distillation and Reset Sejik Park et.al. 2403.19941 translate read null
2024-03-29 Heterogeneous Network Based Contrastive Learning Method for PolSAR Land Cover Classification Jianfeng Cai et.al. 2403.19902 translate read link
2024-03-28 X-MIC: Cross-Modal Instance Conditioning for Egocentric Action Generalization Anna Kukleva et.al. 2403.19811 translate read link
2024-03-28 RSMamba: Remote Sensing Image Classification with State Space Model Keyan Chen et.al. 2403.19654 translate read link
2024-03-28 Enhance Image Classification via Inter-Class Image Mixup with Diffusion Model Zhicai Wang et.al. 2403.19600 translate read link
2024-03-28 The Bad Batches: Enhancing Self-Supervised Learning in Image Classification Through Representative Batch Curation Ozgu Goksu et.al. 2403.19579 translate read null
2024-03-28 Low-Rank Rescaled Vision Transformer Fine-Tuning: A Residual Design Approach Wei Dong et.al. 2403.19067 translate read link
2024-03-27 Evaluating Large Language Models for Health-Related Text Classification Tasks with Public Social Media Data Yuting Guo et.al. 2403.19031 translate read null
2024-03-27 Robustness and Visual Explanation for Black Box Image, Video, and ECG Signal Classification with Reinforcement Learning Soumyendu Sarkar et.al. 2403.18985 translate read null
2024-03-27 The Impact of Uniform Inputs on Activation Sparsity and Energy-Latency Attacks in Computer Vision Andreas Müller et.al. 2403.18587 translate read link
2024-03-27 Uncertainty-Aware SAR ATR: Defending Against Adversarial Attacks via Bayesian Neural Networks Tian Ye et.al. 2403.18318 translate read null
2024-03-27 Multi-scale Unified Network for Image Classification Wenzhuo Liu et.al. 2403.18294 translate read null
2024-03-26 The Need for Speed: Pruning Transformers with One Recipe Samir Khaki et.al. 2403.17921 translate read link
2024-03-26 Compressed Multi-task embeddings for Data-Efficient Downstream training and inference in Earth Observation Carlos Gomes et.al. 2403.17886 translate read null
2024-03-26 PlainMamba: Improving Non-Hierarchical Mamba in Visual Recognition Chenhongyi Yang et.al. 2403.17695 translate read link
2024-03-26 Language Models for Text Classification: Is In-Context Learning Enough? Aleksandra Edwards et.al. 2403.17661 translate read null
2024-03-26 Boosting Few-Shot Learning with Disentangled Self-Supervised Learning and Meta-Learning for Medical Image Classification Eva Pachetti et.al. 2403.17530 translate read null
2024-03-26 HILL: Hierarchy-aware Information Lossless Contrastive Learning for Hierarchical Text Classification He Zhu et.al. 2403.17307 translate read link
2024-03-25 Histogram Layers for Neural Engineered Features Joshua Peeples et.al. 2403.17176 translate read link
2024-03-25 Task2Box: Box Embeddings for Modeling Asymmetric Task Relationships Rangel Daroya et.al. 2403.17173 translate read link
2024-03-25 CipherFormer: Efficient Transformer Private Inference with Low Round Complexity Weize Wang et.al. 2403.16860 translate read null
2024-03-25 Assessing the Performance of Deep Learning for Automated Gleason Grading in Prostate Cancer Dominik Müller et.al. 2403.16695 translate read null
2024-03-25 DeepGleason: a System for Automated Gleason Grading of Prostate Cancer using Deep Neural Networks Dominik Müller et.al. 2403.16678 translate read link
2024-03-25 LARA: Linguistic-Adaptive Retrieval-Augmented LLMs for Multi-Turn Intent Classification Liu Junhua et.al. 2403.16504 translate read null
2024-03-24 On machine learning analysis of atomic force microscopy images for image classification, sample surface recognition Igor Sokolov et.al. 2403.16230 translate read null
2024-03-24 Leveraging Deep Learning and Xception Architecture for High-Accuracy MRI Classification in Alzheimer Diagnosis Shaojie Li et.al. 2403.16212 translate read null
2024-03-24 Multi-Task Learning with Multi-Task Optimization Lu Bai et.al. 2403.16162 translate read null
2024-03-24 CBGT-Net: A Neuromimetic Architecture for Robust Classification of Streaming Data Shreya Sharma et.al. 2403.15974 translate read link
2024-03-23 A Deep Learning Architectures for Kidney Disease Classification Muhammad Shoaib Farooq et.al. 2403.15895 translate read null
2024-03-23 VLUE: A New Benchmark and Multi-task Knowledge Transfer Learning for Vietnamese Natural Language Understanding Phong Nguyen-Thuan Do et.al. 2403.15882 translate read null
2024-03-23 VLM-CPL: Consensus Pseudo Labels from Vision-Language Models for Human Annotation-Free Pathological Image Classification Lanfeng Zhong et.al. 2403.15836 translate read null
2024-03-22 Your Image is My Video: Reshaping the Receptive Field via Image-To-Video Differentiable AutoAugmentation and Fusion Sofia Casarin et.al. 2403.15194 translate read null
2024-03-22 Image Classification with Rotation-Invariant Variational Quantum Circuits Paul San Sebastian et.al. 2403.15031 translate read null
2024-03-22 Extracting Human Attention through Crowdsourced Patch Labeling Minsuk Chang et.al. 2403.15013 translate read null
2024-03-22 Clean-image Backdoor Attacks Dazhong Rong et.al. 2403.15010 translate read null
2024-03-22 ParFormer: Vision Transformer Baseline with Parallel Local Global Token Mixer and Convolution Attention Patch Embedding Novendra Setyawan et.al. 2403.15004 translate read null
2024-03-22 MasonTigers at SemEval-2024 Task 8: Performance Analysis of Transformer-based Models on Machine-Generated Text Detection Sadiya Sayara Chowdhury Puspo et.al. 2403.14989 translate read null
2024-03-21 Learning with SASQuaTCh: a Novel Variational Quantum Transformer Architecture with Kernel-Based Self-Attention Ethan N. Evans et.al. 2403.14753 translate read null
2024-03-21 Estimating Physical Information Consistency of Channel Data Augmentation for Remote Sensing Images Tom Burgert et.al. 2403.14547 translate read null
2024-03-21 Multi-Level Explanations for Generative Language Models Lucas Monteiro Paes et.al. 2403.14459 translate read link
2024-03-21 Tensor network compressibility of convolutional models Sukhbinder Singh et.al. 2403.14379 translate read null
2024-03-21 LayoutLLM: Large Language Model Instruction Tuning for Visually Rich Document Understanding Masato Fujitake et.al. 2403.14252 translate read null
2024-03-21 Safeguarding Medical Image Segmentation Datasets against Unauthorized Training via Contour- and Texture-Aware Perturbations Xun Lin et.al. 2403.14250 translate read null
2024-03-21 Improving Image Classification Accuracy through Complementary Intra-Class and Inter-Class Mixup Ye Xu et.al. 2403.14137 translate read link
2024-03-20 Bridge the Modality and Capacity Gaps in Vision-Language Model Selection Chao Yi et.al. 2403.13797 translate read null
2024-03-20 Leveraging feature communication in federated learning for remote sensing image classification Anh-Kiet Duong et.al. 2403.13575 translate read null
2024-03-20 MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining Di Wang et.al. 2403.13430 translate read link
2024-03-20 Building Optimal Neural Architectures using Interpretable Knowledge Keith G. Mills et.al. 2403.13293 translate read link
2024-03-19 LUWA Dataset: Learning Lithic Use-Wear Analysis on Microscopic Images Jing Zhang et.al. 2403.13171 translate read null
2024-03-19 Improved EATFormer: A Vision Transformer for Medical Image Classification Yulong Shisu et.al. 2403.13167 translate read null
2024-03-19 SIFT-DBT: Self-supervised Initialization and Fine-Tuning for Imbalanced Digital Breast Tomosynthesis Image Classification Yuexi Du et.al. 2403.13148 translate read link
2024-03-19 Using evolutionary computation to optimize task performance of unclocked, recurrent Boolean circuits in FPGAs Raphael Norman-Tenazas et.al. 2403.13105 translate read null
2024-03-19 Investigating Text Shortening Strategy in BERT: Truncation vs Summarization Mirza Alim Mutasodirin et.al. 2403.12799 translate read link
2024-03-18 Posterior Uncertainty Quantification in Neural Networks using Data Augmentation Luhuan Wu et.al. 2403.12729 translate read link
2024-03-19 SEVEN: Pruning Transformer Model by Reserving Sentinels Jinying Xiao et.al. 2403.12688 translate read link
2024-03-19 Simple Hack for Transformers against Heavy Long-Text Classification on a Time- and Memory-Limited GPU Service Mirza Alim Mutasodirin et.al. 2403.12563 translate read null
2024-03-19 Prompt-Guided Adaptive Model Transformation for Whole Slide Image Classification Yi Lin et.al. 2403.12537 translate read null
2024-03-19 CrossTune: Black-Box Few-Shot Classification with Label Enhancement Danqing Luo et.al. 2403.12468 translate read null
2024-03-18 Generalizing deep learning models for medical image classification Matta Sarah et.al. 2403.12167 translate read null
2024-03-19 Leveraging Spatial and Semantic Feature Extraction for Skin Cancer Diagnosis with Capsule Networks and Graph Neural Networks K. P. Santoso et.al. 2403.12009 translate read null
2024-03-18 High-energy physics image classification: A Survey of Jet Applications Hamza Kheddar et.al. 2403.11934 translate read null
2024-03-18 Better (pseudo-)labels for semi-supervised instance segmentation François Porcher et.al. 2403.11675 translate read null
2024-03-18 Continual Forgetting for Pre-trained Vision Models Hongbo Zhao et.al. 2403.11530 translate read link
2024-03-18 Uncertainty-Calibrated Test-Time Model Adaptation without Forgetting Mingkui Tan et.al. 2403.11491 translate read null
2024-03-17 Potential of Domain Adaptation in Machine Learning in Ecology and Hydrology to Improve Model Extrapolability Haiyang Shi et.al. 2403.11331 translate read null
2024-03-17 A Modified Word Saliency-Based Adversarial Attack on Text Classification Models Hetvi Waghela et.al. 2403.11297 translate read null
2024-03-17 Forging the Forger: An Attempt to Improve Authorship Verification via Data Augmentation Silvia Corbara et.al. 2403.11265 translate read null
2024-03-17 Multiple Teachers-Meticulous Student: A Domain Adaptive Meta-Knowledge Distillation Model for Medical Image Classification Shahabedin Nabavi et.al. 2403.11226 translate read null
2024-03-16 Forward Learning of Graph Neural Networks Namyong Park et.al. 2403.11004 translate read link
2024-03-16 Understanding Robustness of Visual State Space Models for Image Classification Chengbin Du et.al. 2403.10935 translate read null
2024-03-16 Automatic location detection based on deep learning Anjali Karangiya et.al. 2403.10912 translate read null
2024-03-14 Transformers Get Stable: An End-to-End Signal Propagation Theory for Language Models Akhil Kedia et.al. 2403.09635 translate read link
2024-03-14 XCoOp: Explainable Prompt Learning for Computer-Aided Diagnosis via Concept-guided Context Optimization Yequan Bie et.al. 2403.09410 translate read null
2024-03-14 ConDiSR: Contrastive Disentanglement and Style Regularization for Single Domain Generalization Aleksandr Matsun et.al. 2403.09400 translate read null
2024-03-14 A Hierarchical Fused Quantum Fuzzy Neural Network for Image Classification Sheng-Yao Wu et.al. 2403.09318 translate read null
2024-03-14 CLIP-EBC: CLIP Can Count Accurately through Enhanced Blockwise Classification Yiming Ma et.al. 2403.09281 translate read null
2024-03-14 Are Vision Language Models Texture or Shape Biased and Can We Steer Them? Paul Gavrikov et.al. 2403.09193 translate read link
2024-03-14 Randomized Principal Component Analysis for Hyperspectral Image Classification Mustafa Ustuner et.al. 2403.09117 translate read null
2024-03-14 CardioCaps: Attention-based Capsule Network for Class-Imbalanced Echocardiogram Classification Hyunkyung Han et.al. 2403.09108 translate read link
2024-03-14 The First to Know: How Token Distributions Reveal Hidden Knowledge in Large Vision-Language Models? Qinyu Zhao et.al. 2403.09037 translate read link
2024-03-13 PathM3: A Multimodal Multi-Task Multiple Instance Learning Framework for Whole Slide Image Classification and Captioning Qifeng Zhou et.al. 2403.08967 translate read null
2024-03-13 DAM: Dynamic Adapter Merging for Continual Video QA Learning Feng Cheng et.al. 2403.08755 translate read link
2024-03-13 Leveraging Compressed Frame Sizes For Ultra-Fast Video Classification Yuxing Han et.al. 2403.08580 translate read null
2024-03-13 HOLMES: HOLonym-MEronym based Semantic inspection for Convolutional Image Classifiers Francesco Dibitonto et.al. 2403.08536 translate read link
2024-03-13 Pig aggression classification using CNN, Transformers and Recurrent Networks Junior Silva Souza et.al. 2403.08528 translate read null
2024-03-13 Reduced Jeffries-Matusita distance: A Novel Loss Function to Improve Generalization Performance of Deep Classification Models Mohammad Lashkari et.al. 2403.08408 translate read null
2024-03-13 Iterative Online Image Synthesis via Diffusion Model for Imbalanced Classification Shuhan Li et.al. 2403.08407 translate read null
2024-03-13 Advancing Security in AI Systems: A Novel Approach to Detecting Backdoors in Deep Neural Networks Khondoker Murad Hossain et.al. 2403.08208 translate read null
2024-03-13 Multiscale Low-Frequency Memory Network for Improved Feature Extraction in Convolutional Neural Networks Fuzhi Wu et.al. 2403.08157 translate read link
2024-03-12 Harnessing Artificial Intelligence to Combat Online Hate: Exploring the Challenges and Opportunities of Large Language Models in Hate Speech Detection Tharindu Kumarage et.al. 2403.08035 translate read null
2024-03-13 Visual Decoding and Reconstruction via EEG Embeddings with Guided Diffusion Dongyang Li et.al. 2403.07721 translate read link
2024-03-12 FPT: Fine-grained Prompt Tuning for Parameter and Memory Efficient Fine Tuning in High-resolution Medical Image Classification Yijin Huang et.al. 2403.07576 translate read null
2024-03-12 Backdoor Attack with Mode Mixture Latent Modification Hongwei Zhang et.al. 2403.07463 translate read null
2024-03-12 In-context learning enables multimodal large language models to classify cancer pathology images Dyke Ferber et.al. 2403.07407 translate read null
2024-03-12 Premonition: Using Generative Models to Preempt Future Data Changes in Continual Learning Mark D. McDonnell et.al. 2403.07356 translate read null
2024-03-12 How does promoting the minority fraction affect generalization? A theoretical study of the one-hidden-layer neural network on group imbalance Hongkang Li et.al. 2403.07310 translate read null
2024-03-12 A Bayesian Approach to OOD Robustness in Image Classification Prakhar Kaushik et.al. 2403.07277 translate read link
2024-03-11 LeOCLR: Leveraging Original Images for Contrastive Learning of Visual Representations Mohammad Alkhalefi et.al. 2403.06813 translate read null
2024-03-11 Dynamic Perturbation-Adaptive Adversarial Training on Medical Image Classification Shuai Li et.al. 2403.06798 translate read null
2024-03-11 Leveraging Internal Representations of Model for Magnetic Image Classification Adarsh N L et.al. 2403.06797 translate read null
2024-03-11 Shortcut Learning in Medical Image Segmentation Manxi Lin et.al. 2403.06748 translate read null
2024-03-11 Active Generation for Image Classification Tao Huang et.al. 2403.06517 translate read null
2024-03-11 Evolving Knowledge Distillation with Large Language Models and Active Learning Chengyuan Liu et.al. 2403.06414 translate read null
2024-03-11 ‘One size doesn’t fit all’: Learning how many Examples to use for In-Context Learning for Improved Text Classification Manish Chandra et.al. 2403.06402 translate read null
2024-03-10 Probing Image Compression For Class-Incremental Learning Justin Yang et.al. 2403.06288 translate read null
2024-03-10 Bayesian Random Semantic Data Augmentation for Medical Image Classification Yaoyao Zhu et.al. 2403.06138 translate read link
2024-03-10 Universal Debiased Editing for Fair Medical Image Classification Ruinan Jin et.al. 2403.06104 translate read null
2024-03-08 Tune without Validation: Searching for Learning Rate and Weight Decay on Training Sets Lorenzo Brigato et.al. 2403.05532 translate read null
2024-03-08 Generalized Correspondence Matching via Flexible Hierarchical Refinement and Patch Descriptor Distillation Yu Han et.al. 2403.05388 translate read null
2024-03-08 The Impact of Quantization on the Robustness of Transformer-based Text Classifiers Seyed Parsa Neshaei et.al. 2403.05365 translate read null
2024-03-08 Multiple Instance Learning with random sampling for Whole Slide Image Classification H. Keshvarikhojasteh et.al. 2403.05351 translate read null
2024-03-08 Learning Expressive And Generalizable Motion Features For Face Forgery Detection Jingyi Zhang et.al. 2403.05172 translate read null
2024-03-08 Defending Against Unforeseen Failure Modes with Latent Adversarial Training Stephen Casper et.al. 2403.05030 translate read link
2024-03-07 Fooling Neural Networks for Motion Forecasting via Adversarial Attacks Edgar Medina et.al. 2403.04954 translate read null
2024-03-07 T-TAME: Trainable Attention Mechanism for Explaining Convolutional Networks and Vision Transformers Mariano V. Ntrougkas et.al. 2403.04523 translate read link
2024-03-07 Source Matters: Source Dataset Impact on Model Robustness in Medical Imaging Dovile Juodelyte et.al. 2403.04484 translate read link
2024-03-07 Advancing Biomedical Text Mining with Community Challenges Hui Zong et.al. 2403.04261 translate read null
2024-03-07 Scalable On-Chip Optical Linear Processing Unit Using a Single Thin-Film Lithium Niobate Ring Modulator Zhaoang Deng et.al. 2403.04216 translate read null
2024-03-07 Scalable and Robust Transformer Decoders for Interpretable Image Classification with Foundation Models Evelyn Mannix et.al. 2403.04125 translate read null
2024-03-07 Privacy-preserving Fine-tuning of Large Language Models through Flatness Tiejin Chen et.al. 2403.04124 translate read null
2024-03-06 MedMamba: Vision Mamba for Medical Image Classification Yubiao Yue et.al. 2403.03849 translate read link
2024-03-06 On the Effectiveness of Distillation in Mitigating Backdoors in Pre-trained Encoder Tingxu Han et.al. 2403.03846 translate read link
2024-03-06 RADIA – Radio Advertisement Detection with Intelligent Analytics Jorge Álvarez et.al. 2403.03538 translate read null
2024-03-06 Inverse-Free Fast Natural Gradient Descent Method for Deep Learning Xinwei Ou et.al. 2403.03473 translate read null
2024-03-06 Sparse Spiking Neural Network: Exploiting Heterogeneity in Timescales for Pruning Recurrent SNN Biswadeep Chakraborty et.al. 2403.03409 translate read null
2024-03-05 RulePrompt: Weakly Supervised Text Classification with Prompting PLMs and Self-Iterative Logical Rules Miaomiao Li et.al. 2403.02932 translate read link
2024-03-05 Demonstrating Mutual Reinforcement Effect through Information Flow Chengguang Gan et.al. 2403.02902 translate read null
2024-03-05 Quantum Mixed-State Self-Attention Network Fu Chen et.al. 2403.02871 translate read null
2024-03-05 SOFIM: Stochastic Optimization Using Regularized Fisher Information Matrix Gayathri C et.al. 2403.02833 translate read null
2024-03-05 SGD with Partial Hessian for Deep Neural Networks Optimization Ying Sun et.al. 2403.02681 translate read link
2024-03-05 G-EvoNAS: Evolutionary Neural Architecture Search Based on Network Growth Juan Zou et.al. 2403.02667 translate read null
2024-03-05 Remove that Square Root: A New Efficient Scale-Invariant Version of AdaGrad Sayantan Choudhury et.al. 2403.02648 translate read link
2024-03-05 Modeling Collaborator: Enabling Subjective Vision Classification With Minimal Human Effort via LLM Tool-Use Imad Eddine Toubal et.al. 2403.02626 translate read null
2024-03-04 When do Convolutional Neural Networks Stop Learning? Sahan Ahmad et.al. 2403.02473 translate read link
2024-03-04 NiNformer: A Network in Network Transformer with Token Mixing Generated Gating Function Abdullah Nazhat Abdullah et.al. 2403.02411 translate read link
2024-03-02 Can a Confident Prior Replace a Cold Posterior? Martin Marek et.al. 2403.01272 translate read link
2024-03-02 Leveraging Self-Supervised Learning for Scene Recognition in Child Sexual Abuse Imagery Pedro H. V. Valois et.al. 2403.01183 translate read null
2024-03-02 Auxiliary Tasks Enhanced Dual-affinity Learning for Weakly Supervised Semantic Segmentation Lian Xu et.al. 2403.01156 translate read null
2024-03-02 ELA: Efficient Local Attention for Deep Convolutional Neural Networks Wei Xu et.al. 2403.01123 translate read null
2024-03-01 Margin Discrepancy-based Adversarial Training for Multi-Domain Text Classification Yuan Wu et.al. 2403.00888 translate read null
2024-03-01 Text classification of column headers with a controlled vocabulary: leveraging LLMs for metadata enrichment Margherita Martorana et.al. 2403.00884 translate read null
2024-03-01 SURE: SUrvey REcipes for building reliable and robust deep networks Yuting Li et.al. 2403.00543 translate read link
2024-03-01 Invariant Test-Time Adaptation for Vision-Language Model Generalization Huan Ma et.al. 2403.00376 translate read null

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