image classification

1943 papers

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convolutional neural network (4216) object detection (2759) semantic segmentation (3179) transfer learning (5442) vision transformer (1091) neural network (6616) representation learning (6174) multimodal learning (4622) data augmentation (3037) feature learning (1309)

Papers

Learning Interpretable Queries for Explainable Image Classification with Information Pursuit ICCV 2025

PVMamba: Parallelizing Vision Mamba via Dynamic State Aggregation ICCV 2025

Can Generative Geospatial Diffusion Models Excel as Discriminative Geospatial Foundation Models? ICCV 2025

Temperature in Cosine-based Softmax Loss ICCV 2025

EfficientVMamba: Atrous Selective Scan for Light Weight Visual Mamba AAAI 2025

Relaxed Rotational Equivariance via G-Biases in Vision AAAI 2025

Hotspotter: A Generalizable Pipeline for Automated Detection of Subtle Volcanic Thermal Features in Satellite Images AAAI 2025

An Application-Agnostic Automatic Target Recognition System Using Vision Language Models AAAI 2025

WISE: Weak-Supervision-Guided Step-by-Step Explanations for Multimodal LLMs in Image Classification EMNLP 2025

Reinforcement Learning Platform for Adversarial Black-box Attacks with Custom Distortion Filters AAAI 2025

Text Augmented Correlation Transformer For Few-shot Classification & Segmentation CVPR 2025

Interpretable Failure Detection with Human-Level Concepts AAAI 2025

Waste-Bench: A Comprehensive Benchmark for Evaluating VLLMs in Cluttered Environments EMNLP 2025

Star with Bilinear Mapping CVPR 2025

Hypergraph Vision Transformers: Images are More than Nodes, More than Edges CVPR 2025

Concept-pedia: a Wide-coverage Semantically-annotated Multimodal Dataset EMNLP 2025

Local Dense Logit Relations for Enhanced Knowledge Distillation ICCV 2025

2DMamba: Efficient State Space Model for Image Representation with Applications on Giga-Pixel Whole Slide Image Classification CVPR 2025

EfficientViM: Efficient Vision Mamba with Hidden State Mixer based State Space Duality CVPR 2025

SATA: Spatial Autocorrelation Token Analysis for Enhancing the Robustness of Vision Transformers CVPR 2025

NaFV-Net: An Adversarial Four-view Network for Mammogram Classification AAAI 2025

LoKi: Low-dimensional KAN for Efficient Fine-tuning Image Models CVPR 2025

Mamba-Reg: Vision Mamba Also Needs Registers CVPR 2025

Enhanced Sample Selection with Confidence Tracking: Identifying Correctly Labeled Yet Hard-to-Learn Samples in Noisy Data AAAI 2025

GG-SSMs: Graph-Generating State Space Models CVPR 2025