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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

DenoiseRep: Denoising Model for Representation Learning NIPS 2024
DC4L: Distribution shift recovery via data-driven control for deep learning models L4DC 2024
Rethinking the Membrane Dynamics and Optimization Objectives of Spiking Neural Networks NIPS 2024
LUWA Dataset: Learning Lithic Use-Wear Analysis on Microscopic Images CVPR 2024
On the Robustness of Large Multimodal Models Against Image Adversarial Attacks CVPR 2024
Perceiving Longer Sequences With Bi-Directional Cross-Attention Transformers NIPS 2024
REDUCR: Robust Data Downsampling using Class Priority Reweighting NIPS 2024
VLG-CBM: Training Concept Bottleneck Models with Vision-Language Guidance NIPS 2024
Self-supervised Transformation Learning for Equivariant Representations NIPS 2024
Improving robustness to corruptions with multiplicative weight perturbations NIPS 2024
InfoMatch: Entropy Neural Estimation for Semi-Supervised Image Classification IJCAI 2024
How many classifiers do we need? NIPS 2024
Low-Rank Rescaled Vision Transformer Fine-Tuning: A Residual Design Approach CVPR 2024
Leveraging Vision-Language Models for Improving Domain Generalization in Image Classification CVPR 2024
Shadowcast: Stealthy Data Poisoning Attacks Against Vision-Language Models NIPS 2024
Sm: enhanced localization in Multiple Instance Learning for medical imaging classification NIPS 2024
Rethinking the Evaluation of Out-of-Distribution Detection: A Sorites Paradox NIPS 2024
GreedyViG: Dynamic Axial Graph Construction for Efficient Vision GNNs CVPR 2024
Accelerating Augmentation Invariance Pretraining NIPS 2024
MUCS@LT-EDI-2024: Exploring Joint Representation for Memes Classification EACL 2024
CAM Back Again: Large Kernel CNNs from a Weakly Supervised Object Localization Perspective CVPR 2024
Fair-VPT: Fair Visual Prompt Tuning for Image Classification CVPR 2024
Logarithmic Lenses: Exploring Log RGB Data for Image Classification CVPR 2024
Pre-training Vision Models with Mandelbulb Variations CVPR 2024
RepViT: Revisiting Mobile CNN From ViT Perspective CVPR 2024