Robust Instance Segmentation through Reasoning about Multi-Object Occlusion Dec 3, 2020 image-classification Image Classification
Code Code Available 1Task-Oriented Feature Distillation Dec 1, 2020 3D Classification General Classification
Code Code Available 1HRN: A Holistic Approach to One Class Learning Dec 1, 2020 Anomaly Detection image-classification
Code Code Available 1Co-Tuning for Transfer Learning Dec 1, 2020 Image Classification Transfer Learning
Code Code Available 1Auto Learning Attention Dec 1, 2020 GPU image-classification
Code Code Available 1Is normalization indispensable for training deep neural network? Dec 1, 2020 General Classification image-classification
Code Code Available 1Attention-Gated Brain Propagation: How the brain can implement reward-based error backpropagation Dec 1, 2020 image-classification Image Classification
Code Code Available 1Disentangling Label Distribution for Long-tailed Visual Recognition Dec 1, 2020 Image Classification Long-tail Learning
Code Code Available 1SuperLoss: A Generic Loss for Robust Curriculum Learning Dec 1, 2020 image-classification Image Classification
Code Code Available 1Data Augmentation with norm-VAE for Unsupervised Domain Adaptation Dec 1, 2020 Data Augmentation Domain Adaptation
Code Code Available 1Towards Better Accuracy-efficiency Trade-offs: Divide and Co-training Nov 30, 2020 Image Classification
Code Code Available 1BSNet: Bi-Similarity Network for Few-shot Fine-grained Image Classification Nov 29, 2020 Few-Shot Learning Fine-Grained Image Classification
Code Code Available 1ProtoPShare: Prototype Sharing for Interpretable Image Classification and Similarity Discovery Nov 29, 2020 Classification General Classification
Code Code Available 1General Multi-label Image Classification with Transformers Nov 27, 2020 Classification General Classification
Code Code Available 1How Well Do Self-Supervised Models Transfer? Nov 26, 2020 Classifier calibration Few-Shot Learning
Code Code Available 1Regularization with Latent Space Virtual Adversarial Training Nov 26, 2020 Adversarial Robustness image-classification
Code Code Available 1No Subclass Left Behind: Fine-Grained Robustness in Coarse-Grained Classification Problems Nov 25, 2020 Clustering General Classification
Code Code Available 1Match Them Up: Visually Explainable Few-shot Image Classification Nov 25, 2020 Classification Few-Shot Image Classification
Code Code Available 1Mixture-based Feature Space Learning for Few-shot Image Classification Nov 24, 2020 Clustering Few-Shot Image Classification
Code Code Available 1KeepAugment: A Simple Information-Preserving Data Augmentation Approach Nov 23, 2020 Data Augmentation General Classification
Code Code Available 1Head Network Distillation: Splitting Distilled Deep Neural Networks for Resource-Constrained Edge Computing Systems Nov 20, 2020 Edge-computing image-classification
Code Code Available 1Error-Bounded Correction of Noisy Labels Nov 19, 2020 Image Classification
Code Code Available 1Geography-Aware Self-Supervised Learning Nov 19, 2020 Contrastive Learning image-classification
Code Code Available 1Dense Contrastive Learning for Self-Supervised Visual Pre-Training Nov 18, 2020 Contrastive Learning image-classification
Code Code Available 1Dual-stream Multiple Instance Learning Network for Whole Slide Image Classification with Self-supervised Contrastive Learning Nov 17, 2020 Classification Contrastive Learning
Code Code Available 1Combining GANs and AutoEncoders for Efficient Anomaly Detection Nov 16, 2020 Adversarial Attack Anomaly Detection
Code Code Available 1One Explanation is Not Enough: Structured Attention Graphs for Image Classification Nov 13, 2020 Classification counterfactual
Code Code Available 1Gaussian RAM: Lightweight Image Classification via Stochastic Retina-Inspired Glimpse and Reinforcement Learning Nov 12, 2020 Classification General Classification
Code Code Available 1FPGA: Fast Patch-Free Global Learning Framework for Fully End-to-End Hyperspectral Image Classification Nov 11, 2020 Classification Decoder
Code Code Available 1When Optimizing f-divergence is Robust with Label Noise Nov 7, 2020 Image Classification Learning with noisy labels
Code Code Available 1Learning Visual Representations for Transfer Learning by Suppressing Texture Nov 3, 2020 image-classification Image Classification
Code Code Available 1Suppressing Mislabeled Data via Grouping and Self-Attention Oct 29, 2020 Image Classification
Code Code Available 1Understanding the Failure Modes of Out-of-Distribution Generalization Oct 29, 2020 image-classification Image Classification
Code Code Available 1Permute, Quantize, and Fine-tune: Efficient Compression of Neural Networks Oct 29, 2020 image-classification Image Classification
Code Code Available 1Image Representations Learned With Unsupervised Pre-Training Contain Human-like Biases Oct 28, 2020 BIG-bench Machine Learning Face Recognition
Code Code Available 1μNAS: Constrained Neural Architecture Search for Microcontrollers Oct 27, 2020 image-classification Image Classification
Code Code Available 1Delta-STN: Efficient Bilevel Optimization for Neural Networks using Structured Response Jacobians Oct 26, 2020 Bilevel Optimization Hyperparameter Optimization
Code Code Available 1Fusion of Dual Spatial Information for Hyperspectral Image Classification Oct 23, 2020 Classification General Classification
Code Code Available 1Restoring Negative Information in Few-Shot Object Detection Oct 22, 2020 Few-Shot Learning Few-Shot Object Detection
Code Code Available 1Learning Invariances in Neural Networks Oct 22, 2020 image-classification Image Classification
Code Code Available 1Synthesis of COVID-19 Chest X-rays using Unpaired Image-to-Image Translation Oct 20, 2020 COVID-19 Diagnosis Domain Adaptation
Code Code Available 1RobustBench: a standardized adversarial robustness benchmark Oct 19, 2020 Adversarial Robustness Benchmarking
Code Code Available 1PseudoSeg: Designing Pseudo Labels for Semantic Segmentation Oct 19, 2020 Data Augmentation image-classification
Code Code Available 1The Deep Bootstrap Framework: Good Online Learners are Good Offline Generalizers Oct 16, 2020 Deep Learning image-classification
Code Code Available 1Active Domain Adaptation via Clustering Uncertainty-weighted Embeddings Oct 16, 2020 Active Learning Clustering
Code Code Available 1QReLU and m-QReLU: Two novel quantum activation functions to aid medical diagnostics Oct 15, 2020 image-classification Image Classification
Code Code Available 1Layer-adaptive sparsity for the Magnitude-based Pruning Oct 15, 2020 image-classification Image Classification
Code Code Available 1HS-ResNet: Hierarchical-Split Block on Convolutional Neural Network Oct 15, 2020 image-classification Image Classification
Code Code Available 1Self-Supervised Domain Adaptation with Consistency Training Oct 15, 2020 Domain Adaptation image-classification
Code Code Available 1Open-sourced Dataset Protection via Backdoor Watermarking Oct 12, 2020 image-classification Image Classification
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