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Code Code Available 1Real-Time Hand Gesture Recognition: Integrating Skeleton-Based Data Fusion and Multi-Stream CNN Jun 21, 2024 Action Recognition Gesture Recognition
Code Code Available 1Demonstrating the Efficacy of Kolmogorov-Arnold Networks in Vision Tasks Jun 21, 2024 image-classification Image Classification
Code Code Available 1rKAN: Rational Kolmogorov-Arnold Networks Jun 20, 2024 Deep Learning Image Classification
Code Code Available 1Seg-LSTM: Performance of xLSTM for Semantic Segmentation of Remotely Sensed Images Jun 20, 2024 Decoder image-classification
Code Code Available 1LayerMerge: Neural Network Depth Compression through Layer Pruning and Merging Jun 18, 2024 image-classification Image Classification
Code Code Available 1BSRBF-KAN: A combination of B-splines and Radial Basis Functions in Kolmogorov-Arnold Networks Jun 17, 2024 Image Classification Kolmogorov-Arnold Networks
Code Code Available 1Fine-grained Classes and How to Find Them Jun 16, 2024 image-classification Image Classification
Code Code Available 1LieRE: Generalizing Rotary Position Encodings Jun 14, 2024 image-classification Image Classification
Code Code Available 1DenoiseRep: Denoising Model for Representation Learning Jun 13, 2024 Denoising Fine-Grained Image Classification
Code Code Available 1Small Scale Data-Free Knowledge Distillation Jun 12, 2024 Data-free Knowledge Distillation Generative Adversarial Network
Code Code Available 1fKAN: Fractional Kolmogorov-Arnold Networks with trainable Jacobi basis functions Jun 11, 2024 Deep Learning Denoising
Code Code Available 1Scaling Graph Convolutions for Mobile Vision Jun 9, 2024 Graph Attention Graph Neural Network
Code Code Available 1Mind's Eye: Image Recognition by EEG via Multimodal Similarity-Keeping Contrastive Learning Jun 5, 2024 Contrastive Learning EEG
Code Code Available 1UniUSNet: A Promptable Framework for Universal Ultrasound Disease Prediction and Tissue Segmentation Jun 3, 2024 Disease Prediction image-classification
Code Code Available 1MultiMax: Sparse and Multi-Modal Attention Learning Jun 3, 2024 image-classification Image Classification
Code Code Available 1Improved Generation of Adversarial Examples Against Safety-aligned LLMs May 28, 2024 image-classification Image Classification
Code Code Available 14-bit Shampoo for Memory-Efficient Network Training May 28, 2024 image-classification Image Classification
Code Code Available 1DMT-JEPA: Discriminative Masked Targets for Joint-Embedding Predictive Architecture May 28, 2024 image-classification Image Classification
Code Code Available 1Confidence-aware multi-modality learning for eye disease screening May 28, 2024 image-classification Image Classification
Code Code Available 1Segformer++: Efficient Token-Merging Strategies for High-Resolution Semantic Segmentation May 23, 2024 image-classification Image Classification
Code Code Available 1Reproducibility Study of CDUL: CLIP-Driven Unsupervised Learning for Multi-Label Image Classification May 19, 2024 image-classification Image Classification
Code Code Available 1Feature-based Federated Transfer Learning: Communication Efficiency, Robustness and Privacy May 15, 2024 Federated Learning image-classification
Code Code Available 1Harnessing the power of longitudinal medical imaging for eye disease prognosis using Transformer-based sequence modeling May 14, 2024 image-classification Image Classification
Code Code Available 1Achieving Fairness Through Channel Pruning for Dermatological Disease Diagnosis May 14, 2024 Fairness image-classification
Code Code Available 1Explainable Convolutional Neural Networks for Retinal Fundus Classification and Cutting-Edge Segmentation Models for Retinal Blood Vessels from Fundus Images May 12, 2024 image-classification Image Classification
Code Code Available 1Differentiable Model Scaling using Differentiable Topk May 12, 2024 GPU image-classification
Code Code Available 1TAI++: Text as Image for Multi-Label Image Classification by Co-Learning Transferable Prompt May 11, 2024 Diversity image-classification
Code Code Available 1Pseudo-Prompt Generating in Pre-trained Vision-Language Models for Multi-Label Medical Image Classification May 10, 2024 Decoder image-classification
Code Code Available 1Explanation as a Watermark: Towards Harmless and Multi-bit Model Ownership Verification via Watermarking Feature Attribution May 8, 2024 Explainable artificial intelligence image-classification
Code Code Available 1Spectral-Spatial Mamba for Hyperspectral Image Classification Apr 29, 2024 Classification Computational Efficiency
Code Code Available 1Leveraging Cross-Modal Neighbor Representation for Improved CLIP Classification Apr 27, 2024 Contrastive Learning Few-Shot Image Classification
Code Code Available 1Rethinking model prototyping through the MedMNIST+ dataset collection Apr 24, 2024 Image Classification Medical Image Classification
Code Code Available 1CoProNN: Concept-based Prototypical Nearest Neighbors for Explaining Vision Models Apr 23, 2024 image-classification Image Classification
Code Code Available 1Pyramid Hierarchical Transformer for Hyperspectral Image Classification Apr 23, 2024 Classification Hyperspectral Image Classification
Code Code Available 1A Comprehensive Survey for Hyperspectral Image Classification: The Evolution from Conventional to Transformers and Mamba Models Apr 23, 2024 Classification Denoising
Code Code Available 1Next Generation Loss Function for Image Classification Apr 19, 2024 Classification image-classification
Code Code Available 1InfoMatch: Entropy Neural Estimation for Semi-Supervised Image Classification Apr 17, 2024 Contrastive Learning image-classification
Code Code Available 1Fast Fishing: Approximating BAIT for Efficient and Scalable Deep Active Image Classification Apr 13, 2024 Active Learning Binary Classification
Code Code Available 1Variational Stochastic Gradient Descent for Deep Neural Networks Apr 9, 2024 image-classification Image Classification
Code Code Available 1PairAug: What Can Augmented Image-Text Pairs Do for Radiology? Apr 7, 2024 Data Augmentation image-classification
Code Code Available 1Label Propagation for Zero-shot Classification with Vision-Language Models Apr 5, 2024 Classification Image Classification
Code Code Available 1Sparse Concept Bottleneck Models: Gumbel Tricks in Contrastive Learning Apr 4, 2024 Contrastive Learning image-classification
Code Code Available 1DeiT-LT Distillation Strikes Back for Vision Transformer Training on Long-Tailed Datasets Apr 3, 2024 Image Classification Inductive Bias
Code Code Available 1Improving Visual Recognition with Hyperbolical Visual Hierarchy Mapping Apr 1, 2024 image-classification Image Classification
Code Code Available 1Can Biases in ImageNet Models Explain Generalization? Apr 1, 2024 image-classification Image Classification
Code Code Available 1Learn "No" to Say "Yes" Better: Improving Vision-Language Models via Negations Mar 29, 2024 image-classification Image Classification
Code Code Available 1Enhance Image Classification via Inter-Class Image Mixup with Diffusion Model Mar 28, 2024 Data Augmentation Diversity
Code Code Available 1Low-Rank Rescaled Vision Transformer Fine-Tuning: A Residual Design Approach Mar 28, 2024 image-classification Image Classification
Code Code Available 1Targeted Visualization of the Backbone of Encoder LLMs Mar 26, 2024 Dimensionality Reduction image-classification
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