A graph-transformer for whole slide image classification May 19, 2022 Classification Contrastive Learning
Code Code Available 15 DVERGE: Diversifying Vulnerabilities for Enhanced Robust Generation of Ensembles Sep 30, 2020 Diversity image-classification
Code Code Available 15 Attentional Feature Fusion Sep 29, 2020 Image Classification
Code Code Available 15 "BNN - BN = ?": Training Binary Neural Networks without Batch Normalization Apr 16, 2021 Image Classification
Code Code Available 15 Dynamic Defense Against Byzantine Poisoning Attacks in Federated Learning Jul 29, 2020 Data Poisoning Federated Learning
Code Code Available 15 Attention based Dual-Branch Complex Feature Fusion Network for Hyperspectral Image Classification Nov 2, 2023 Hyperspectral Image Classification image-classification
Code Code Available 15 Dynamic Grained Encoder for Vision Transformers Jan 10, 2023 image-classification Image Classification
Code Code Available 15 Boosting Co-teaching with Compression Regularization for Label Noise Apr 28, 2021 Data Compression image-classification
Code Code Available 15 Beyond Gradient Averaging in Parallel Optimization: Improved Robustness through Gradient Agreement Filtering Dec 24, 2024 image-classification Image Classification
Code Code Available 15 A Hybrid Neural Coding Approach for Pattern Recognition with Spiking Neural Networks May 26, 2023 image-classification Image Classification
Code Code Available 15 Beyond Class-Conditional Assumption: A Primary Attempt to Combat Instance-Dependent Label Noise Dec 10, 2020 Image Classification
Code Code Available 15 DiffAug: Enhance Unsupervised Contrastive Learning with Domain-Knowledge-Free Diffusion-based Data Augmentation Sep 10, 2023 Contrastive Learning Data Augmentation
Code Code Available 15 Object Segmentation Without Labels with Large-Scale Generative Models Jun 8, 2020 image-classification Image Classification
Code Code Available 15 AsymmNet: Towards ultralight convolution neural networks using asymmetrical bottlenecks Apr 15, 2021 Image Classification
Code Code Available 15 Attention-Gated Brain Propagation: How the brain can implement reward-based error backpropagation Dec 1, 2020 image-classification Image Classification
Code Code Available 15 AIDeveloper: deep learning image classification in life science and beyond Mar 5, 2020 Blood Cell Count Classification
Code Code Available 15 Asymmetric Polynomial Loss For Multi-Label Classification Apr 10, 2023 Classification image-classification
Code Code Available 15 Bridging 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 15 AIO-P: Expanding Neural Performance Predictors Beyond Image Classification Nov 30, 2022 2D Human Pose Estimation Classification
Code Code Available 15 Bootstrap your own latent: A new approach to self-supervised Learning Jun 13, 2020 Image Classification Linear evaluation
Code Code Available 15 A Call to Reflect on Evaluation Practices for Failure Detection in Image Classification Nov 28, 2022 Benchmarking image-classification
Code Code Available 15 Blacklight: Scalable Defense for Neural Networks against Query-Based Black-Box Attacks Jun 24, 2020 image-classification Image Classification
Code Code Available 15 Dynamic Graph Message Passing Networks Aug 19, 2019 Image Classification object-detection
Code Code Available 15 Robust Models Are More Interpretable Because Attributions Look Normal Mar 20, 2021 image-classification Image Classification
Code Code Available 15 DynaMixer: A Vision MLP Architecture with Dynamic Mixing Jan 28, 2022 Image Classification
Code Code Available 15 Benchmarking Pathology Feature Extractors for Whole Slide Image Classification Nov 20, 2023 Benchmarking image-classification
Code Code Available 15 BRECQ: Pushing the Limit of Post-Training Quantization by Block Reconstruction Feb 10, 2021 image-classification Image Classification
Code Code Available 15 Attentive WaveBlock: Complementarity-enhanced Mutual Networks for Unsupervised Domain Adaptation in Person Re-identification and Beyond Jun 11, 2020 Clustering Domain Adaptation
Code Code Available 15 Asymmetric Loss For Multi-Label Classification Sep 29, 2020 Classification General Classification
Code Code Available 15 Attentive Weights Generation for Few Shot Learning via Information Maximization Jun 1, 2020 Classification Few-Shot Image Classification
Code Code Available 15 Attribute Descent: Simulating Object-Centric Datasets on the Content Level and Beyond Feb 28, 2022 Attribute Data Augmentation
Code Code Available 15 EmergencyNet: Efficient Aerial Image Classification for Drone-Based Emergency Monitoring Using Atrous Convolutional Feature Fusion Apr 28, 2021 image-classification Image Classification
Code Code Available 15 Dual-Branch Subpixel-Guided Network for Hyperspectral Image Classification Dec 5, 2024 Classification Diagnostic
Code Code Available 15 Reviving the Context: Camera Trap Species Classification as Link Prediction on Multimodal Knowledge Graphs Dec 31, 2023 Image Classification Knowledge Graphs
Code Code Available 15 BSRBF-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 15 Encoding the latent posterior of Bayesian Neural Networks for uncertainty quantification Dec 4, 2020 Bayesian Inference Decision Making Under Uncertainty
Code Code Available 15 Engineering flexible machine learning systems by traversing functionally-invariant paths Apr 30, 2022 Adversarial Robustness Continual Learning
Code Code Available 15 Enhanced OoD Detection through Cross-Modal Alignment of Multi-Modal Representations Mar 24, 2025 cross-modal alignment Image Classification
Code Code Available 15 Enhancing CLIP with CLIP: Exploring Pseudolabeling for Limited-Label Prompt Tuning Jun 2, 2023 image-classification Image Classification
Code Code Available 15 Enhancing Few-Shot Image Classification through Learnable Multi-Scale Embedding and Attention Mechanisms Sep 12, 2024 Cross-Domain Few-Shot Few-Shot Image Classification
Code Code Available 15 DR-Tune: Improving Fine-tuning of Pretrained Visual Models by Distribution Regularization with Semantic Calibration Aug 23, 2023 General Knowledge image-classification
Code Code Available 15 Fcaformer: Forward Cross Attention in Hybrid Vision Transformer Nov 14, 2022 Image Classification Knowledge Distillation
Code Code Available 15 Cached Transformers: Improving Transformers with Differentiable Memory Cache Dec 20, 2023 image-classification Image Classification
Code Code Available 15 Augmentation Strategies for Learning with Noisy Labels Mar 3, 2021 Image Classification Learning with noisy labels
Code Code Available 15 Calibration of Neural Networks using Splines Jun 23, 2020 Decision Making image-classification
Code Code Available 15 Entropy-based Logic Explanations of Neural Networks Jun 12, 2021 Explainable artificial intelligence Image Classification
Code Code Available 15 EPSANet: An Efficient Pyramid Squeeze Attention Block on Convolutional Neural Network May 30, 2021 image-classification Image Classification
Code Code Available 15 Equivariance-bridged SO(2)-Invariant Representation Learning using Graph Convolutional Network Jun 18, 2021 Data Augmentation image-classification
Code Code Available 15 CamDiff: Camouflage Image Augmentation via Diffusion Model Apr 11, 2023 Dataset Generation Image Augmentation
Code Code Available 15 Better plain ViT baselines for ImageNet-1k May 3, 2022 Data Augmentation Image Classification
Code Code Available 15