How Does Pruning Impact Long-Tailed Multi-Label Medical Image Classifiers? Aug 17, 2023 image-classification Image Classification
Code Code Available 1Vision-Language Dataset Distillation Aug 15, 2023 Dataset Distillation image-classification
Code Code Available 1AdvCLIP: Downstream-agnostic Adversarial Examples in Multimodal Contrastive Learning Aug 14, 2023 Contrastive Learning Generative Adversarial Network
Code Code Available 1Towards Open-Set Test-Time Adaptation Utilizing the Wisdom of Crowds in Entropy Minimization Aug 14, 2023 image-classification Image Classification
Code Code Available 1Probabilistic MIMO U-Net: Efficient and Accurate Uncertainty Estimation for Pixel-wise Regression Aug 14, 2023 Computational Efficiency image-classification
Code Code Available 1SimMatchV2: Semi-Supervised Learning with Graph Consistency Aug 13, 2023 image-classification Image Classification
Code Code Available 1Gated Attention Coding for Training High-performance and Efficient Spiking Neural Networks Aug 12, 2023 Efficient Neural Network Image Classification
Code Code Available 1Fine-Grained Self-Supervised Learning with Jigsaw Puzzles for Medical Image Classification Aug 10, 2023 image-classification Image Classification
Code Code Available 1Robust Asymmetric Loss for Multi-Label Long-Tailed Learning Aug 10, 2023 image-classification Image Classification
Code Code Available 1Spatial Gated Multi-Layer Perceptron for Land Use and Land Cover Mapping Aug 9, 2023 image-classification Image Classification
Code Code Available 1Which Tokens to Use? Investigating Token Reduction in Vision Transformers Aug 9, 2023 Classification image-classification
Code Code Available 1Improving Medical Image Classification in Noisy Labels Using Only Self-supervised Pretraining Aug 8, 2023 Classification image-classification
Code Code Available 1CheXFusion: Effective Fusion of Multi-View Features using Transformers for Long-Tailed Chest X-Ray Classification Aug 8, 2023 Classification Diagnostic
Code Code Available 1AFN: Adaptive Fusion Normalization via an Encoder-Decoder Framework Aug 7, 2023 Decoder Domain Generalization
Code Code Available 1NP-SemiSeg: When Neural Processes meet Semi-Supervised Semantic Segmentation Aug 5, 2023 image-classification Image Classification
Code Code Available 1ReCLIP: Refine Contrastive Language Image Pre-Training with Source Free Domain Adaptation Aug 4, 2023 Domain Adaptation image-classification
Code Code Available 1URET: Universal Robustness Evaluation Toolkit (for Evasion) Aug 3, 2023 image-classification Image Classification
Code Code Available 1VisAlign: Dataset for Measuring the Degree of Alignment between AI and Humans in Visual Perception Aug 3, 2023 image-classification Image Classification
Code Code Available 1A Novel Convolutional Neural Network Architecture with a Continuous Symmetry Aug 3, 2023 image-classification Image Classification
Code Code Available 1Dynamic Token Pruning in Plain Vision Transformers for Semantic Segmentation Aug 2, 2023 image-classification Image Classification
Code Code Available 1PerceptionCLIP: Visual Classification by Inferring and Conditioning on Contexts Aug 2, 2023 Classification image-classification
Code Code Available 1NormKD: Normalized Logits for Knowledge Distillation Aug 1, 2023 image-classification Image Classification
Code Code Available 1ViT2EEG: Leveraging Hybrid Pretrained Vision Transformers for EEG Data Aug 1, 2023 EEG Electroencephalogram (EEG)
Code Code Available 1CDUL: CLIP-Driven Unsupervised Learning for Multi-Label Image Classification Jul 31, 2023 Classification image-classification
Code Code Available 1Task-Oriented Channel Attention for Fine-Grained Few-Shot Classification Jul 28, 2023 Cross-Domain Few-Shot Fine-Grained Image Classification
Code Code Available 1Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification Jul 28, 2023 image-classification Image Classification
Code Code Available 1Quantum-limited stochastic optical neural networks operating at a few quanta per activation Jul 28, 2023 Image Classification
Code Code Available 1Text-guided Foundation Model Adaptation for Pathological Image Classification Jul 27, 2023 Classification image-classification
Code Code Available 1Federated Model Aggregation via Self-Supervised Priors for Highly Imbalanced Medical Image Classification Jul 27, 2023 Federated Learning image-classification
Code Code Available 1PromptStyler: Prompt-driven Style Generation for Source-free Domain Generalization Jul 27, 2023 Domain Generalization Image Classification
Code Code Available 1Understanding Silent Failures in Medical Image Classification Jul 27, 2023 Classification image-classification
Code Code Available 1Why Is Prompt Tuning for Vision-Language Models Robust to Noisy Labels? Jul 22, 2023 image-classification Image Classification
Code Code Available 1GEM: Boost Simple Network for Glass Surface Segmentation via Vision Foundation Models Jul 22, 2023 Image Classification object-detection
Code Code Available 1CLR: Channel-wise Lightweight Reprogramming for Continual Learning Jul 21, 2023 Continual Learning image-classification
Code Code Available 1Tuning Pre-trained Model via Moment Probing Jul 21, 2023 Image Classification model
Code Code Available 1GIST: Generating Image-Specific Text for Fine-grained Object Classification Jul 21, 2023 Classification Fine-Grained Image Classification
Code Code Available 1FedSoup: Improving Generalization and Personalization in Federated Learning via Selective Model Interpolation Jul 20, 2023 Federated Learning image-classification
Code Code Available 1Semantic-Aware Dual Contrastive Learning for Multi-label Image Classification Jul 19, 2023 Contrastive Learning image-classification
Code Code Available 1Interpreting and Correcting Medical Image Classification with PIP-Net Jul 19, 2023 Classification Decision Making
Code Code Available 1What do neural networks learn in image classification? A frequency shortcut perspective Jul 19, 2023 Data Augmentation image-classification
Code Code Available 1Systematic comparison of semi-supervised and self-supervised learning for medical image classification Jul 18, 2023 GPU image-classification
Code Code Available 1Bridging the Gap: Multi-Level Cross-Modality Joint Alignment for Visible-Infrared Person Re-Identification Jul 17, 2023 Cross-Modality Person Re-identification image-classification
Code Code Available 1M-FLAG: Medical Vision-Language Pre-training with Frozen Language Models and Latent Space Geometry Optimization Jul 17, 2023 image-classification Image Classification
Code Code Available 1Diffusion Models Beat GANs on Image Classification Jul 17, 2023 Classification Denoising
Code Code Available 1CellGAN: Conditional Cervical Cell Synthesis for Augmenting Cytopathological Image Classification Jul 12, 2023 image-classification Image Classification
Code Code Available 1Revisiting Computer-Aided Tuberculosis Diagnosis Jul 6, 2023 image-classification Image Classification
Code Code Available 1Distilling Large Vision-Language Model with Out-of-Distribution Generalizability Jul 6, 2023 Few-Shot Image Classification Image Classification
Code Code Available 1Benchmarking Test-Time Adaptation against Distribution Shifts in Image Classification Jul 6, 2023 Benchmarking Domain Adaptation
Code Code Available 1Rethinking Multiple Instance Learning for Whole Slide Image Classification: A Good Instance Classifier is All You Need Jul 5, 2023 All Classification
Code Code Available 1FedDefender: Backdoor Attack Defense in Federated Learning Jul 2, 2023 Backdoor Attack Data Poisoning
Code Code Available 1