Benchmarking Knowledge-driven Zero-shot Learning Jun 29, 2021 Attribute Benchmarking
Code Code Available 1Co^2L: Contrastive Continual Learning Jun 28, 2021 Continual Learning Contrastive Learning
Code Code Available 1Deep Ensembling with No Overhead for either Training or Testing: The All-Round Blessings of Dynamic Sparsity Jun 28, 2021 All Ensemble Learning
Code Code Available 1Multi-Compound Transformer for Accurate Biomedical Image Segmentation Jun 28, 2021 image-classification Image Classification
Code Code Available 1R-Drop: Regularized Dropout for Neural Networks Jun 28, 2021 Abstractive Text Summarization image-classification
Code Code Available 1RAILS: A Robust Adversarial Immune-inspired Learning System Jun 27, 2021 Adversarial Defense Adversarial Robustness
Code Code Available 1Can An Image Classifier Suffice For Action Recognition? Jun 26, 2021 Action Recognition image-classification
Code Code Available 1Spectral-Spatial Global Graph Reasoning for Hyperspectral Image Classification Jun 26, 2021 Classification Hyperspectral Image Classification
Code Code Available 1PVT v2: Improved Baselines with Pyramid Vision Transformer Jun 25, 2021 Image Classification Object Detection
Code Code Available 1SITTA: Single Image Texture Translation for Data Augmentation Jun 25, 2021 Data Augmentation Few-Shot Image Classification
Code Code Available 1VOLO: Vision Outlooker for Visual Recognition Jun 24, 2021 Domain Generalization Image Classification
Code Code Available 1Multi-layered Semantic Representation Network for Multi-label Image Classification Jun 22, 2021 Classification image-classification
Code Code Available 1P2T: Pyramid Pooling Transformer for Scene Understanding Jun 22, 2021 image-classification Image Classification
Code Code Available 1TokenLearner: What Can 8 Learned Tokens Do for Images and Videos? Jun 21, 2021 Action Classification Image Classification
Code Code Available 1Secure Distributed Training at Scale Jun 21, 2021 Distributed Optimization Image Classification
Code Code Available 1Stateful ODE-Nets using Basis Function Expansions Jun 21, 2021 image-classification Image Classification
Code Code Available 1Exploring Vision Transformers for Fine-grained Classification Jun 19, 2021 Classification Fine-Grained Image Classification
Code Code Available 1T-vMF Similarity for Regularizing Intra-Class Feature Distribution Jun 19, 2021 image-classification Image Classification
Code Code Available 1Contrastive Learning of Generalized Game Representations Jun 18, 2021 Contrastive Learning Image Classification
Code Code Available 1Equivariance-bridged SO(2)-Invariant Representation Learning using Graph Convolutional Network Jun 18, 2021 Data Augmentation image-classification
Code Code Available 1How to train your ViT? Data, Augmentation, and Regularization in Vision Transformers Jun 18, 2021 Data Augmentation image-classification
Code Code Available 1Deep Subdomain Adaptation Network for Image Classification Jun 17, 2021 Classification Domain Adaptation
Code Code Available 1Multi-Label Learning from Single Positive Labels Jun 17, 2021 image-classification Image Classification
Code Code Available 1Positional Contrastive Learning for Volumetric Medical Image Segmentation Jun 16, 2021 Contrastive Learning image-classification
Code Code Available 1Federated Semi-supervised Medical Image Classification via Inter-client Relation Matching Jun 16, 2021 Federated Learning image-classification
Code Code Available 1Bridging Multi-Task Learning and Meta-Learning: Towards Efficient Training and Effective Adaptation Jun 16, 2021 Few-Shot Image Classification image-classification
Code Code Available 1SAR Image Classification Based on Spiking Neural Network through Spike-Time Dependent Plasticity and Gradient Descent Jun 15, 2021 Classification image-classification
Code Code Available 1MLPerf Tiny Benchmark Jun 14, 2021 Anomaly Detection BIG-bench Machine Learning
Code Code Available 1Variational Quanvolutional Neural Networks with enhanced image encoding Jun 14, 2021 BIG-bench Machine Learning Classification
Code Code Available 1pix2rule: End-to-end Neuro-symbolic Rule Learning Jun 14, 2021 image-classification Image Classification
Code Code Available 1Partial success in closing the gap between human and machine vision Jun 14, 2021 Image Classification Object Recognition
Code Code Available 1The Backpropagation Algorithm Implemented on Spiking Neuromorphic Hardware Jun 13, 2021 BIG-bench Machine Learning Edge-computing
Code Code Available 1Entropy-based Logic Explanations of Neural Networks Jun 12, 2021 Explainable artificial intelligence Image Classification
Code Code Available 1HR-NAS: Searching Efficient High-Resolution Neural Architectures with Lightweight Transformers Jun 11, 2021 image-classification Image Classification
Code Code Available 1MlTr: Multi-label Classification with Transformer Jun 11, 2021 Classification image-classification
Code Code Available 1AugNet: End-to-End Unsupervised Visual Representation Learning with Image Augmentation Jun 11, 2021 Clustering Image Augmentation
Code Code Available 1PeCLR: Self-Supervised 3D Hand Pose Estimation from monocular RGB via Equivariant Contrastive Learning Jun 10, 2021 3D Hand Pose Estimation Contrastive Learning
Code Code Available 1Scaling Vision with Sparse Mixture of Experts Jun 10, 2021 Few-Shot Image Classification Image Classification
Code Code Available 1CLCC: Contrastive Learning for Color Constancy Jun 9, 2021 Color Constancy Contrastive Learning
Code Code Available 1Salient Positions based Attention Network for Image Classification Jun 9, 2021 Classification image-classification
Code Code Available 1Rethinking Transfer Learning for Medical Image Classification Jun 9, 2021 Classification image-classification
Code Code Available 1Cervical Cytology Classification Using PCA & GWO Enhanced Deep Features Selection Jun 9, 2021 Classification feature selection
Code Code Available 1CoAtNet: Marrying Convolution and Attention for All Data Sizes Jun 9, 2021 All Image Classification
Code Code Available 1Self-Supervised Learning with Data Augmentations Provably Isolates Content from Style Jun 8, 2021 Data Augmentation Disentanglement
Code Code Available 1Benchmarking Bias Mitigation Algorithms in Representation Learning through Fairness Metrics Jun 8, 2021 Age And Gender Classification Benchmarking
Code Code Available 1To Smooth or Not? When Label Smoothing Meets Noisy Labels Jun 8, 2021 Image Classification Learning with noisy labels
Code Code Available 1ViTAE: Vision Transformer Advanced by Exploring Intrinsic Inductive Bias Jun 7, 2021 Image Classification Inductive Bias
Code Code Available 1Mixture Outlier Exposure: Towards Out-of-Distribution Detection in Fine-grained Environments Jun 7, 2021 image-classification Image Classification
Code Code Available 1Shuffle Transformer: Rethinking Spatial Shuffle for Vision Transformer Jun 7, 2021 image-classification Image Classification
Code Code Available 1Refiner: Refining Self-attention for Vision Transformers Jun 7, 2021 Diversity image-classification
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