Robust Semantic Interpretability: Revisiting Concept Activation Vectors Apr 6, 2021 Benchmarking counterfactual
Code Code Available 1LeViT: a Vision Transformer in ConvNet's Clothing for Faster Inference Apr 2, 2021 CPU General Classification
Code Code Available 1Network Quantization with Element-wise Gradient Scaling Apr 2, 2021 image-classification Image Classification
Code Code Available 1Anytime Dense Prediction with Confidence Adaptivity Apr 1, 2021 image-classification Image Classification
Code Code Available 1Remote Sensing Image Classification with the SEN12MS Dataset Apr 1, 2021 Benchmarking Classification
Code Code Available 1SpectralNET: Exploring Spatial-Spectral WaveletCNN for Hyperspectral Image Classification Apr 1, 2021 Classification General Classification
Code Code Available 1On the Robustness of Vision Transformers to Adversarial Examples Mar 31, 2021 image-classification Image Classification
Code Code Available 1Going deeper with Image Transformers Mar 31, 2021 image-classification Image Classification
Code Code Available 1MT3: Meta Test-Time Training for Self-Supervised Test-Time Adaption Mar 30, 2021 image-classification Image Classification
Code Code Available 1Learning Representational Invariances for Data-Efficient Action Recognition Mar 30, 2021 Action Recognition Data Augmentation
Code Code Available 1Model-Contrastive Federated Learning Mar 30, 2021 Contrastive Learning Federated Learning
Code Code Available 1Distribution Alignment: A Unified Framework for Long-tail Visual Recognition Mar 30, 2021 General Classification image-classification
Code Code Available 1Rethinking Spatial Dimensions of Vision Transformers Mar 30, 2021 Dimensionality Reduction image-classification
Code Code Available 1ViViT: A Video Vision Transformer Mar 29, 2021 Action Classification Action Recognition
Code Code Available 1Multi-Scale Vision Longformer: A New Vision Transformer for High-Resolution Image Encoding Mar 29, 2021 image-classification Image Classification
Code Code Available 1CvT: Introducing Convolutions to Vision Transformers Mar 29, 2021 Image Classification
Code Code Available 1[Re] Rigging the Lottery: Making All Tickets Winners Mar 29, 2021 All GPU
Code Code Available 1Rethinking Neural Operations for Diverse Tasks Mar 29, 2021 AutoML Image Classification
Code Code Available 1TransCenter: Transformers with Dense Representations for Multiple-Object Tracking Mar 28, 2021 Decoder image-classification
Code Code Available 1CrossViT: Cross-Attention Multi-Scale Vision Transformer for Image Classification Mar 27, 2021 General Classification image-classification
Code Code Available 1IoU Attack: Towards Temporally Coherent Black-Box Adversarial Attack for Visual Object Tracking Mar 27, 2021 Adversarial Attack image-classification
Code Code Available 1Distilling Object Detectors via Decoupled Features Mar 26, 2021 image-classification Image Classification
Code Code Available 1MedSelect: Selective Labeling for Medical Image Classification Combining Meta-Learning with Deep Reinforcement Learning Mar 26, 2021 Deep Reinforcement Learning General Classification
Code Code Available 1Contrast to Divide: Self-Supervised Pre-Training for Learning with Noisy Labels Mar 25, 2021 Image Classification Learning with noisy labels
Code Code Available 1Diverse Branch Block: Building a Convolution as an Inception-like Unit Mar 24, 2021 image-classification Image Classification
Code Code Available 1AutoMix: Unveiling the Power of Mixup for Stronger Classifiers Mar 24, 2021 Classification Data Augmentation
Code Code Available 1Scaling Local Self-Attention for Parameter Efficient Visual Backbones Mar 23, 2021 Image Classification Instance Segmentation
Code Code Available 1BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture Search Mar 23, 2021 Image Classification Neural Architecture Search
Code Code Available 1MetaSAug: Meta Semantic Augmentation for Long-Tailed Visual Recognition Mar 23, 2021 Data Augmentation Image Classification
Code Code Available 1Incorporating Convolution Designs into Visual Transformers Mar 22, 2021 Image Classification
Code Code Available 1DeepViT: Towards Deeper Vision Transformer Mar 22, 2021 image-classification Image Classification
Code Code Available 1Local Patch AutoAugment with Multi-Agent Collaboration Mar 20, 2021 Data Augmentation Diversity
Code Code Available 1Robust Models Are More Interpretable Because Attributions Look Normal Mar 20, 2021 image-classification Image Classification
Code Code Available 1Scalable Vision Transformers with Hierarchical Pooling Mar 19, 2021 Efficient ViTs image-classification
Code Code Available 1Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification Mar 19, 2021 image-classification Image Classification
Code Code Available 1Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Mar 18, 2021 Classification Classifier calibration
Code Code Available 13D Human Pose Estimation with Spatial and Temporal Transformers Mar 18, 2021 3D Human Pose Estimation image-classification
Code Code Available 1Neural Network Attribution Methods for Problems in Geoscience: A Novel Synthetic Benchmark Dataset Mar 18, 2021 Explainable artificial intelligence Explainable Artificial Intelligence (XAI)
Code Code Available 1TrivialAugment: Tuning-free Yet State-of-the-Art Data Augmentation Mar 18, 2021 Data Augmentation image-classification
Code Code Available 1MSMatch: Semi-Supervised Multispectral Scene Classification with Few Labels Mar 18, 2021 Classification General Classification
Code Code Available 1The Low-Rank Simplicity Bias in Deep Networks Mar 18, 2021 Image Classification
Code Code Available 1Consistency-based Active Learning for Object Detection Mar 18, 2021 Active Learning Classification
Code Code Available 1Triplet-Watershed for Hyperspectral Image Classification Mar 17, 2021 Classification General Classification
Code Code Available 1Gradient Projection Memory for Continual Learning Mar 17, 2021 Attribute Continual Learning
Code Code Available 1Deep Reinforcement Learning for Band Selection in Hyperspectral Image Classification Mar 15, 2021 Classification Deep Reinforcement Learning
Code Code Available 1UPANets: Learning from the Universal Pixel Attention Networks Mar 15, 2021 GPU image-classification
Code Code Available 1TransFG: A Transformer Architecture for Fine-grained Recognition Mar 14, 2021 Fine-Grained Image Classification Image Classification
Code Code Available 1Membership Inference Attacks on Machine Learning: A Survey Mar 14, 2021 BIG-bench Machine Learning Fairness
Code Code Available 1Revisiting ResNets: Improved Training and Scaling Strategies Mar 13, 2021 Action Classification Document Image Classification
Code Code Available 1Information Maximization Clustering via Multi-View Self-Labelling Mar 12, 2021 Clustering Image Classification
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