Benchmarking Adversarial Robustness on Image Classification Jun 1, 2020 Adversarial Attack Adversarial Robustness
Code Code Available 1Attentive Weights Generation for Few Shot Learning via Information Maximization Jun 1, 2020 Classification Few-Shot Image Classification
Code Code Available 1Deep convolutional tensor network May 29, 2020 image-classification Image Classification
Code Code Available 1ePillID Dataset: A Low-Shot Fine-Grained Benchmark for Pill Identification May 28, 2020 Few-Shot Image Classification Fine-Grained Image Recognition
Code Code Available 1On the Difficulty of Membership Inference Attacks May 27, 2020 image-classification Image Classification
Code Code Available 1SafeML: Safety Monitoring of Machine Learning Classifiers through Statistical Difference Measure May 27, 2020 BIG-bench Machine Learning Domain Adaptation
Code Code Available 1Hyperspectral Image Classification with Attention Aided CNNs May 25, 2020 Classification General Classification
Code Code Available 1Semi-supervised Medical Image Classification with Global Latent Mixing May 22, 2020 Classification General Classification
Code Code Available 1From ImageNet to Image Classification: Contextualizing Progress on Benchmarks May 22, 2020 Classification General Classification
Code Code Available 1Focus Longer to See Better:Recursively Refined Attention for Fine-Grained Image Classification May 22, 2020 Fine-Grained Image Classification General Classification
Code Code Available 1On Intrinsic Dataset Properties for Adversarial Machine Learning May 19, 2020 Adversarial Attack Adversarial Robustness
Code Code Available 1Improved Noisy Student Training for Automatic Speech Recognition May 19, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 1An Efficient Spiking Neural Network for Recognizing Gestures with a DVS Camera on the Loihi Neuromorphic Processor May 16, 2020 Gesture Recognition image-classification
Code Code Available 1Semi-supervised Medical Image Classification with Relation-driven Self-ensembling Model May 15, 2020 Classification General Classification
Code Code Available 1One-Shot Recognition of Manufacturing Defects in Steel Surfaces May 12, 2020 Data Augmentation Image Classification
Code Code Available 1Neural Architecture Transfer May 12, 2020 Fine-Grained Image Classification image-classification
Code Code Available 1A Simple Semi-Supervised Learning Framework for Object Detection May 10, 2020 Data Augmentation image-classification
Code Code Available 1Wavelet Integrated CNNs for Noise-Robust Image Classification May 7, 2020 Classification General Classification
Code Code Available 1AutoSpeech: Neural Architecture Search for Speaker Recognition May 7, 2020 image-classification Image Classification
Code Code Available 1Noisy Differentiable Architecture Search May 7, 2020 AutoML Image Classification
Code Code Available 1Enabling Deep Spiking Neural Networks with Hybrid Conversion and Spike Timing Dependent Backpropagation May 4, 2020 image-classification Image Classification
Code Code Available 1A Fast 3D CNN for Hyperspectral Image Classification Apr 29, 2020 Classification General Classification
Code Code Available 1WoodFisher: Efficient Second-Order Approximation for Neural Network Compression Apr 29, 2020 image-classification Image Classification
Code Code Available 1Packet2Vec: Utilizing Word2Vec for Feature Extraction in Packet Data Apr 29, 2020 General Classification image-classification
Code Code Available 1VGGSound: A Large-scale Audio-Visual Dataset Apr 29, 2020 image-classification Image Classification
Code Code Available 1Towards Feature Space Adversarial Attack Apr 26, 2020 Adversarial Attack Adversarial Attack Detection
Code Code Available 1Understanding Integrated Gradients with SmoothTaylor for Deep Neural Network Attribution Apr 22, 2020 image-classification Image Classification
Code Code Available 1Tensor Networks for Medical Image Classification Apr 21, 2020 BIG-bench Machine Learning Classification
Code Code Available 1AMC-Loss: Angular Margin Contrastive Loss for Improved Explainability in Image Classification Apr 21, 2020 General Classification image-classification
Code Code Available 1Local Search is a Remarkably Strong Baseline for Neural Architecture Search Apr 20, 2020 Evolutionary Algorithms image-classification
Code Code Available 1LSQ+: Improving low-bit quantization through learnable offsets and better initialization Apr 20, 2020 Image Classification Quantization
Code Code Available 1DMT: Dynamic Mutual Training for Semi-Supervised Learning Apr 18, 2020 image-classification Image Classification
Code Code Available 1GEVO: GPU Code Optimization using Evolutionary Computation Apr 17, 2020 BIG-bench Machine Learning GPU
Code Code Available 1Verification of Deep Convolutional Neural Networks Using ImageStars Apr 12, 2020 image-classification Image Classification
Code Code Available 1DarkneTZ: Towards Model Privacy at the Edge using Trusted Execution Environments Apr 12, 2020 CPU image-classification
Code Code Available 1Understanding the decisions of CNNs: An in-model approach Apr 11, 2020 Image Classification Interpretable Machine Learning
Code Code Available 1Improved Residual Networks for Image and Video Recognition Apr 10, 2020 Action Recognition image-classification
Code Code Available 1Multimodal Categorization of Crisis Events in Social Media Apr 10, 2020 Event Detection image-classification
Code Code Available 1Network Adjustment: Channel Search Guided by FLOPs Utilization Ratio Apr 6, 2020 image-classification Image Classification
Code Code Available 1Evolving Normalization-Activation Layers Apr 6, 2020 image-classification Image Classification
Code Code Available 1ObjectNet Dataset: Reanalysis and Correction Apr 4, 2020 Data Augmentation Image Classification
Code Code Available 1Neural Architecture Search for Lightweight Non-Local Networks Apr 4, 2020 GPU Image Classification
Code Code Available 1Gradient Centralization: A New Optimization Technique for Deep Neural Networks Apr 3, 2020 Fine-Grained Image Classification General Classification
Code Code Available 1Learning Representations For Images With Hierarchical Labels Apr 2, 2020 General Classification image-classification
Code Code Available 1Controllable Orthogonalization in Training DNNs Apr 2, 2020 image-classification Image Classification
Code Code Available 1Hierarchical Image Classification using Entailment Cone Embeddings Apr 2, 2020 Classification General Classification
Code Code Available 1Editable Neural Networks Apr 1, 2020 Face Identification General Classification
Code Code Available 1MUXConv: Information Multiplexing in Convolutional Neural Networks Mar 31, 2020 Computational Efficiency Image Classification
Code Code Available 1Generative Latent Implicit Conditional Optimization when Learning from Small Sample Mar 31, 2020 Conditional Image Generation Data Augmentation
Code Code Available 1Regularizing Class-wise Predictions via Self-knowledge Distillation Mar 31, 2020 image-classification Image Classification
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