Information Bottleneck Approach to Spatial Attention Learning Aug 7, 2021 Decision Making domain classification
Code Code Available 1Instance Similarity Learning for Unsupervised Feature Representation Aug 5, 2021 image-classification Image Classification
Code Code Available 1Unifying Nonlocal Blocks for Neural Networks Aug 5, 2021 Action Recognition image-classification
Code Code Available 1Generic Neural Architecture Search via Regression Aug 4, 2021 image-classification Image Classification
Code Code Available 1Vision Transformer with Progressive Sampling Aug 3, 2021 image-classification Image Classification
Code Code Available 1Toward Improving Confidence in Autonomous Vehicle Software: A Study on Traffic Sign Recognition Systems Aug 3, 2021 Autonomous Driving Autonomous Vehicles
Code Code Available 1Domain Generalization via Gradient Surgery Aug 3, 2021 Domain Generalization image-classification
Code Code Available 1Evo-ViT: Slow-Fast Token Evolution for Dynamic Vision Transformer Aug 3, 2021 Efficient ViTs image-classification
Code Code Available 1Group Fisher Pruning for Practical Network Compression Aug 2, 2021 image-classification Image Classification
Code Code Available 1CrossFormer: A Versatile Vision Transformer Hinging on Cross-scale Attention Jul 31, 2021 image-classification Image Classification
Code Code Available 1A New Semi-supervised Learning Benchmark for Classifying View and Diagnosing Aortic Stenosis from Echocardiograms Jul 30, 2021 image-classification Image Classification
Code Code Available 1DPT: Deformable Patch-based Transformer for Visual Recognition Jul 30, 2021 image-classification Image Classification
Code Code Available 1Semi-Supervised Active Learning with Temporal Output Discrepancy Jul 29, 2021 Active Learning image-classification
Code Code Available 1Self-Paced Contrastive Learning for Semi-supervised Medical Image Segmentation with Meta-labels Jul 29, 2021 Contrastive Learning image-classification
Code Code Available 1Self-Supervised Learning for Fine-Grained Image Classification Jul 29, 2021 Classification Contrastive Learning
Code Code Available 1Towards robust vision by multi-task learning on monkey visual cortex Jul 29, 2021 image-classification Image Classification
Code Code Available 1WaveCNet: Wavelet Integrated CNNs to Suppress Aliasing Effect for Noise-Robust Image Classification Jul 28, 2021 Adversarial Robustness image-classification
Code Code Available 1AASAE: Augmentation-Augmented Stochastic Autoencoders Jul 26, 2021 Contrastive Learning Data Augmentation
Code Code Available 1Contextual Transformer Networks for Visual Recognition Jul 26, 2021 Image Classification Instance Segmentation
Code Code Available 1Parametric Contrastive Learning Jul 26, 2021 Contrastive Learning Image Classification
Code Code Available 1Go Wider Instead of Deeper Jul 25, 2021 Image Classification Mixture-of-Experts
Code Code Available 1Leveraging Auxiliary Tasks with Affinity Learning for Weakly Supervised Semantic Segmentation Jul 25, 2021 Auxiliary Learning image-classification
Code Code Available 1Bias Loss for Mobile Neural Networks Jul 23, 2021 Descriptive Diversity
Code Code Available 1Photon-Starved Scene Inference using Single Photon Cameras Jul 23, 2021 Depth Estimation image-classification
Code Code Available 1Bridging the Gap between Spatial and Spectral Domains: A Unified Framework for Graph Neural Networks Jul 21, 2021 Image Classification Natural Language Understanding
Code Code Available 1CycleMLP: A MLP-like Architecture for Dense Prediction Jul 21, 2021 Image Classification Instance Segmentation
Code Code Available 1Parametric Scattering Networks Jul 20, 2021 Image Classification Small Data Image Classification
Code Code Available 1Self-Supervised Aggregation of Diverse Experts for Test-Agnostic Long-Tailed Recognition Jul 20, 2021 Image Classification Long-tail Learning
Code Code Available 1Just Train Twice: Improving Group Robustness without Training Group Information Jul 19, 2021 image-classification Image Classification
Code Code Available 1OODformer: Out-Of-Distribution Detection Transformer Jul 19, 2021 Contrastive Learning image-classification
Code Code Available 1Non-binary deep transfer learning for image classification Jul 19, 2021 Classification Fine-Grained Image Classification
Code Code Available 1Rectifying the Shortcut Learning of Background for Few-Shot Learning Jul 16, 2021 Few-Shot Image Classification Few-Shot Learning
Code Code Available 1Shifts: A Dataset of Real Distributional Shift Across Multiple Large-Scale Tasks Jul 15, 2021 image-classification Image Classification
Code Code Available 1A Fuzzy Rank-based Ensemble of CNN Models for Classification of Cervical Cytology Jul 15, 2021 image-classification Image Classification
Code Code Available 1Training Compact CNNs for Image Classification using Dynamic-coded Filter Fusion Jul 14, 2021 image-classification Image Classification
Code Code Available 1Visual Parser: Representing Part-whole Hierarchies with Transformers Jul 13, 2021 Decoder Image Classification
Code Code Available 1Automated Learning Rate Scheduler for Large-batch Training Jul 13, 2021 image-classification Image Classification
Code Code Available 1Semi-Supervised Learning with Multi-Head Co-Training Jul 10, 2021 Data Augmentation Diversity
Code Code Available 1GLiT: Neural Architecture Search for Global and Local Image Transformer Jul 7, 2021 image-classification Image Classification
Code Code Available 1SpectralFormer: Rethinking Hyperspectral Image Classification with Transformers Jul 7, 2021 Classification Hyperspectral Image Classification
Code Code Available 1Categorical Relation-Preserving Contrastive Knowledge Distillation for Medical Image Classification Jul 7, 2021 Classification image-classification
Code Code Available 1Vision Xformers: Efficient Attention for Image Classification Jul 5, 2021 Classification GPU
Code Code Available 1Learning Debiased Representation via Disentangled Feature Augmentation Jul 3, 2021 Data Augmentation image-classification
Code Code Available 1Hybrid Supervision Learning for Pathology Whole Slide Image Classification Jul 2, 2021 Classification image-classification
Code Code Available 1On Bridging Generic and Personalized Federated Learning for Image Classification Jul 2, 2021 Classification Federated Learning
Code Code Available 1CSWin Transformer: A General Vision Transformer Backbone with Cross-Shaped Windows Jul 1, 2021 Image Classification Semantic Segmentation
Code Code Available 1SIMILAR: Submodular Information Measures Based Active Learning In Realistic Scenarios Jul 1, 2021 Active Learning image-classification
Code Code Available 1Global Filter Networks for Image Classification Jul 1, 2021 Classification Domain Generalization
Code Code Available 1Focal Self-attention for Local-Global Interactions in Vision Transformers Jul 1, 2021 image-classification Image Classification
Code Code Available 1Understanding and Improving Early Stopping for Learning with Noisy Labels Jun 30, 2021 image-classification Image Classification
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