Convolutional Channel-wise Competitive Learning for the Forward-Forward Algorithm Dec 19, 2023 image-classification Image Classification
Code Code Available 1Semantic-Aware Autoregressive Image Modeling for Visual Representation Learning Dec 16, 2023 image-classification Image Classification
Code Code Available 1Transformers in Unsupervised Structure-from-Motion Dec 16, 2023 Decision Making image-classification
Code Code Available 1SA^2VP: Spatially Aligned-and-Adapted Visual Prompt Dec 16, 2023 image-classification Image Classification
Code Code Available 1A Survey of Classical And Quantum Sequence Models Dec 15, 2023 Classification image-classification
Code Code Available 1Improving Cross-domain Few-shot Classification with Multilayer Perceptron Dec 15, 2023 Classification Cross-Domain Few-Shot
Code Code Available 1Gradient-based Parameter Selection for Efficient Fine-Tuning Dec 15, 2023 image-classification Image Classification
Code Code Available 1CLIP-guided Federated Learning on Heterogeneous and Long-Tailed Data Dec 14, 2023 Contrastive Learning Federated Learning
Code Code Available 1MaxQ: Multi-Axis Query for N:M Sparsity Network Dec 12, 2023 image-classification Image Classification
Code Code Available 1Language-Guided Transformer for Federated Multi-Label Classification Dec 12, 2023 Classification Federated Learning
Code Code Available 1Building Universal Foundation Models for Medical Image Analysis with Spatially Adaptive Networks Dec 12, 2023 image-classification Image Classification
Code Code Available 1Exploiting Label Skews in Federated Learning with Model Concatenation Dec 11, 2023 Federated Learning image-classification
Code Code Available 1QuickQuakeBuildings: Post-earthquake SAR-Optical Dataset for Quick Damaged-building Detection Dec 11, 2023 Anomaly Detection Damaged Building Detection
Code Code Available 1Shapley Values-enabled Progressive Pseudo Bag Augmentation for Whole Slide Image Classification Dec 9, 2023 image-classification Image Classification
Code Code Available 1Large Language Models are Good Prompt Learners for Low-Shot Image Classification Dec 7, 2023 Classification Few-Shot Image Classification
Code Code Available 1Graph Convolutions Enrich the Self-Attention in Transformers! Dec 7, 2023 Clone Detection
Code Code Available 1Augmentation-Free Dense Contrastive Knowledge Distillation for Efficient Semantic Segmentation Dec 7, 2023 Contrastive Learning Data Augmentation
Code Code Available 1Foundation Model Assisted Weakly Supervised Semantic Segmentation Dec 6, 2023 image-classification Image Classification
Code Code Available 1Diversified in-domain synthesis with efficient fine-tuning for few-shot classification Dec 5, 2023 Diversity Few-Shot Image Classification
Code Code Available 1Visual Prompting Upgrades Neural Network Sparsification: A Data-Model Perspective Dec 3, 2023 Image Classification Visual Prompting
Code Code Available 1Rethinking Multiple Instance Learning for Whole Slide Image Classification: A Bag-Level Classifier is a Good Instance-Level Teacher Dec 2, 2023 image-classification Image Classification
Code Code Available 1BCN: Batch Channel Normalization for Image Classification Dec 1, 2023 Classification image-classification
Code Code Available 1Deep Unlearning: Fast and Efficient Gradient-free Approach to Class Forgetting Dec 1, 2023 Image Classification Machine Unlearning
Code Code Available 1Automating Continual Learning Dec 1, 2023 Continual Learning image-classification
Code Code Available 1Mixture of Gaussian-distributed Prototypes with Generative Modelling for Interpretable and Trustworthy Image Recognition Nov 30, 2023 Explainable Artificial Intelligence (XAI) image-classification
Code Code Available 1Do text-free diffusion models learn discriminative visual representations? Nov 29, 2023 image-classification Image Classification
Code Code Available 1DiG-IN: Diffusion Guidance for Investigating Networks -- Uncovering Classifier Differences Neuron Visualisations and Visual Counterfactual Explanations Nov 29, 2023 counterfactual image-classification
Code Code Available 1Meta Co-Training: Two Views are Better than One Nov 29, 2023 Fine-Grained Image Classification image-classification
Code Code Available 1PHG-Net: Persistent Homology Guided Medical Image Classification Nov 28, 2023 Classification image-classification
Code Code Available 1Advancing Vision Transformers with Group-Mix Attention Nov 26, 2023 image-classification Image Classification
Code Code Available 1LLMs as Visual Explainers: Advancing Image Classification with Evolving Visual Descriptions Nov 20, 2023 Attribute Classification
Code Code Available 1Benchmarking Pathology Feature Extractors for Whole Slide Image Classification Nov 20, 2023 Benchmarking image-classification
Code Code Available 1Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification Nov 13, 2023 image-classification Image Classification
Code Code Available 1Deep Fast Vision: A Python Library for Accelerated Deep Transfer Learning Vision Prototyping Nov 10, 2023 Deep Learning image-classification
Code Code Available 1Follow-Up Differential Descriptions: Language Models Resolve Ambiguities for Image Classification Nov 10, 2023 image-classification Image Classification
Code Code Available 1SS-MAE: Spatial-Spectral Masked Auto-Encoder for Multi-Source Remote Sensing Image Classification Nov 8, 2023 image-classification Image Classification
Code Code Available 1Meta-Adapter: An Online Few-shot Learner for Vision-Language Model Nov 7, 2023 Few-Shot Learning image-classification
Code Code Available 1A Simple Interpretable Transformer for Fine-Grained Image Classification and Analysis Nov 7, 2023 Decoder Fine-Grained Image Classification
Code Code Available 1GTP-ViT: Efficient Vision Transformers via Graph-based Token Propagation Nov 6, 2023 Efficient ViTs Image Classification
Code Code Available 1Ultra-Efficient On-Device Object Detection on AI-Integrated Smart Glasses with TinyissimoYOLO Nov 2, 2023 Benchmarking Edge-computing
Code Code Available 1Distilling Out-of-Distribution Robustness from Vision-Language Foundation Models Nov 2, 2023 Data Augmentation Domain Generalization
Code Code Available 1Attention based Dual-Branch Complex Feature Fusion Network for Hyperspectral Image Classification Nov 2, 2023 Hyperspectral Image Classification image-classification
Code Code Available 1InsPLAD: A Dataset and Benchmark for Power Line Asset Inspection in UAV Images Nov 2, 2023 Anomaly Detection Image Classification
Code Code Available 1Continual atlas-based segmentation of prostate MRI Nov 1, 2023 Continual Learning image-classification
Code Code Available 1SC-MIL: Sparsely Coded Multiple Instance Learning for Whole Slide Image Classification Oct 31, 2023 Dictionary Learning image-classification
Code Code Available 1Are Natural Domain Foundation Models Useful for Medical Image Classification? Oct 30, 2023 image-classification Image Classification
Code Code Available 1Analyzing Vision Transformers for Image Classification in Class Embedding Space Oct 29, 2023 image-classification Image Classification
Code Code Available 1Feature Guided Masked Autoencoder for Self-supervised Learning in Remote Sensing Oct 28, 2023 Image Classification Multi-Label Image Classification
Code Code Available 1Semantic Generative Augmentations for Few-Shot Counting Oct 26, 2023 Diversity image-classification
Code Code Available 1A Survey on Transferability of Adversarial Examples across Deep Neural Networks Oct 26, 2023 image-classification Image Classification
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