Heteroskedastic and Imbalanced Deep Learning with Adaptive Regularization Jun 29, 2020 Deep Learning Image Classification
Code Code Available 1The Heterogeneity Hypothesis: Finding Layer-Wise Differentiated Network Architectures Jun 29, 2020 image-classification Image Classification
Code Code Available 1Image Classification by Reinforcement Learning with Two-State Q-Learning Jun 28, 2020 Classification General Classification
Code Code Available 1ULSAM: Ultra-Lightweight Subspace Attention Module for Compact Convolutional Neural Networks Jun 26, 2020 Fine-Grained Image Classification General Classification
Code Code Available 1Deep Prototypical Networks with Hybrid Residual Attention for Hyperspectral Image Classification Jun 25, 2020 Classification General Classification
Code Code Available 1Learning Data Augmentation with Online Bilevel Optimization for Image Classification Jun 25, 2020 Bilevel Optimization Classification
Code Code Available 1Normalized Loss Functions for Deep Learning with Noisy Labels Jun 24, 2020 Deep Learning Image Classification
Code Code Available 1Learning Semantically Enhanced Feature for Fine-Grained Image Classification Jun 24, 2020 Classification Fine-Grained Image Classification
Code Code Available 1Blacklight: Scalable Defense for Neural Networks against Query-Based Black-Box Attacks Jun 24, 2020 image-classification Image Classification
Code Code Available 1Compositional Explanations of Neurons Jun 24, 2020 image-classification Image Classification
Code Code Available 1Calibration of Neural Networks using Splines Jun 23, 2020 Decision Making image-classification
Code Code Available 1Self-Knowledge Distillation with Progressive Refinement of Targets Jun 22, 2020 image-classification Image Classification
Code Code Available 1DO-Conv: Depthwise Over-parameterized Convolutional Layer Jun 22, 2020 image-classification Image Classification
Code Code Available 1The color out of space: learning self-supervised representations for Earth Observation imagery Jun 22, 2020 Colorization Disease Prediction
Code Code Available 1On Creating Benchmark Dataset for Aerial Image Interpretation: Reviews, Guidances and Million-AID Jun 22, 2020 General Classification Image Classification
Code Code Available 1FNA++: Fast Network Adaptation via Parameter Remapping and Architecture Search Jun 21, 2020 image-classification Image Classification
Code Code Available 1A Universal Representation Transformer Layer for Few-Shot Image Classification Jun 21, 2020 Classification Domain Generalization
Code Code Available 1Deep Polynomial Neural Networks Jun 20, 2020 Conditional Image Generation Face Identification
Code Code Available 1Pyramidal Convolution: Rethinking Convolutional Neural Networks for Visual Recognition Jun 20, 2020 Action Classification Action Recognition
Code Code Available 1Paying more attention to snapshots of Iterative Pruning: Improving Model Compression via Ensemble Distillation Jun 20, 2020 image-classification Image Classification
Code Code Available 1Feature Interaction Interpretability: A Case for Explaining Ad-Recommendation Systems via Neural Interaction Detection Jun 19, 2020 BIG-bench Machine Learning image-classification
Code Code Available 1Overcoming Classifier Imbalance for Long-tail Object Detection with Balanced Group Softmax Jun 18, 2020 image-classification Image Classification
Code Code Available 1Sequential Graph Convolutional Network for Active Learning Jun 18, 2020 Active Learning Hand Pose Estimation
Code Code Available 1Tent: Fully Test-time Adaptation by Entropy Minimization Jun 18, 2020 Domain Adaptation General Classification
Code Code Available 1LSD-C: Linearly Separable Deep Clusters Jun 17, 2020 Clustering Data Augmentation
Code Code Available 1Improving accuracy and speeding up Document Image Classification through parallel systems Jun 16, 2020 Document Classification document-image-classification
Code Code Available 1COVID-CXNet: Detecting COVID-19 in Frontal Chest X-ray Images using Deep Learning Jun 16, 2020 Decision Making Image Classification
Code Code Available 1AdamP: Slowing Down the Slowdown for Momentum Optimizers on Scale-invariant Weights Jun 15, 2020 Audio Classification Image Classification
Code Code Available 1Neural Ensemble Search for Uncertainty Estimation and Dataset Shift Jun 15, 2020 AutoML Diversity
Code Code Available 1Multiscale Deep Equilibrium Models Jun 15, 2020 General Classification image-classification
Code Code Available 1Depth Uncertainty in Neural Networks Jun 15, 2020 image-classification Image Classification
Code Code Available 1Stream-51: Streaming Classification and Novelty Detection from Videos Jun 14, 2020 Classification General Classification
Code Code Available 1Bootstrap your own latent: A new approach to self-supervised Learning Jun 13, 2020 Image Classification Linear evaluation
Code Code Available 1CoDeNet: Efficient Deployment of Input-Adaptive Object Detection on Embedded FPGAs Jun 12, 2020 image-classification Image Classification
Code Code Available 1On Second Order Behaviour in Augmented Neural ODEs Jun 12, 2020 Image Classification
Code Code Available 1VirTex: Learning Visual Representations from Textual Annotations Jun 11, 2020 General Classification Image Captioning
Code Code Available 1SegNBDT: Visual Decision Rules for Segmentation Jun 11, 2020 Explainable Models image-classification
Code Code Available 1Attentive WaveBlock: Complementarity-enhanced Mutual Networks for Unsupervised Domain Adaptation in Person Re-identification and Beyond Jun 11, 2020 Clustering Domain Adaptation
Code Code Available 1Interferometric Graph Transform: a Deep Unsupervised Graph Representation Jun 10, 2020 Action Recognition Community Detection
Code Code Available 1Interpolation between Residual and Non-Residual Networks Jun 10, 2020 Adversarial Attack image-classification
Code Code Available 1Object Segmentation Without Labels with Large-Scale Generative Models Jun 8, 2020 image-classification Image Classification
Code Code Available 1Multi-view Contrastive Learning for Online Knowledge Distillation Jun 7, 2020 Classification Contrastive Learning
Code Code Available 1Pick-Object-Attack: Type-Specific Adversarial Attack for Object Detection Jun 5, 2020 Adversarial Attack Image Captioning
Code Code Available 1Visual Transformers: Token-based Image Representation and Processing for Computer Vision Jun 5, 2020 General Classification Image Classification
Code Code Available 1Principled learning method for Wasserstein distributionally robust optimization with local perturbations Jun 5, 2020 image-classification Image Classification
Code Code Available 1Weight Pruning via Adaptive Sparsity Loss Jun 4, 2020 image-classification Image Classification
Code Code Available 1Adaptive Checkpoint Adjoint Method for Gradient Estimation in Neural ODE Jun 3, 2020 General Classification image-classification
Code Code Available 1Non-Local Neural Networks With Grouped Bilinear Attentional Transforms Jun 1, 2020 Image Classification Video Classification
Code Code Available 1Rotation Equivariant Graph Convolutional Network for Spherical Image Classification Jun 1, 2020 Classification General Classification
Code Code Available 1Benchmarking Adversarial Robustness on Image Classification Jun 1, 2020 Adversarial Attack Adversarial Robustness
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