Capsules with Inverted Dot-Product Attention Routing Feb 12, 2020 Image Classification
Code Code Available 1Over-the-Air Adversarial Flickering Attacks against Video Recognition Networks Feb 12, 2020 Action Classification Classification
Code Code Available 1Invariant Risk Minimization Games Feb 11, 2020 BIG-bench Machine Learning Image Classification
Code Code Available 1The Devil is in the Channels: Mutual-Channel Loss for Fine-Grained Image Classification Feb 11, 2020 Diversity Fine-Grained Image Classification
Code Code Available 1Subspace Capsule Network Feb 7, 2020 General Classification Generative Adversarial Network
Code Code Available 1Efficient Model for Image Classification With Regularization Tricks Feb 1, 2020 Classification Data Augmentation
Code Code Available 1Optimized spiking neurons classify images with high accuracy through temporal coding with two spikes Jan 31, 2020 General Classification image-classification
Code Code Available 1Post-Training Piecewise Linear Quantization for Deep Neural Networks Jan 31, 2020 image-classification Image Classification
Code Code Available 1Spiking Inception Module for Multi-layer Unsupervised Spiking Neural Networks Jan 29, 2020 Image Classification
Code Code Available 1CorGAN: Correlation-Capturing Convolutional Generative Adversarial Networks for Generating Synthetic Healthcare Records Jan 25, 2020 Disease Prediction General Classification
Code Code Available 1No Routing Needed Between Capsules Jan 24, 2020 Image Classification
Code Code Available 1batchboost: regularization for stabilizing training with resistance to underfitting & overfitting Jan 21, 2020 Image Classification Semi-Supervised Image Classification
Code Code Available 1Gradient Surgery for Multi-Task Learning Jan 19, 2020 Deep Reinforcement Learning image-classification
Code Code Available 1Harmonic Convolutional Networks based on Discrete Cosine Transform Jan 18, 2020 Edge Detection image-classification
Code Code Available 1Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural Network Jan 17, 2020 Fine-Grained Image Classification Fine-Grained Visual Recognition
Code Code Available 1Adapting Grad-CAM for Embedding Networks Jan 17, 2020 Image Captioning image-classification
Code Code Available 1Are These Birds Similar: Learning Branched Networks for Fine-grained Representations Jan 16, 2020 Classification Document Text Classification
Code Code Available 1Curriculum Labeling: Revisiting Pseudo-Labeling for Semi-Supervised Learning Jan 16, 2020 Image Classification
Code Code Available 1Fine-grained Image Classification and Retrieval by Combining Visual and Locally Pooled Textual Features Jan 14, 2020 Classification Diversity
Code Code Available 1Diagnosing Colorectal Polyps in the Wild with Capsule Networks Jan 10, 2020 image-classification Image Classification
Code Code Available 1Sparse Weight Activation Training Jan 7, 2020 Image Classification Network Pruning
Code Code Available 1FDFtNet: Facing Off Fake Images using Fake Detection Fine-tuning Network Jan 5, 2020 Face Swapping Few-Shot Learning
Code Code Available 1Discrimination-aware Network Pruning for Deep Model Compression Jan 4, 2020 Face Recognition image-classification
Code Code Available 1A Neural Dirichlet Process Mixture Model for Task-Free Continual Learning Jan 3, 2020 Continual Learning image-classification
Code Code Available 1Automated Relational Meta-learning Jan 3, 2020 Few-Shot Image Classification image-classification
Code Code Available 1Towards Accurate Post-training Network Quantization via Bit-Split and Stitching Jan 1, 2020 CPU GPU
Code Code Available 1Understanding Contrastive Representation Learning through Geometry on the Hypersphere Jan 1, 2020 Contrastive Learning Depth Estimation
Code Code Available 1Transductive Zero-Shot Learning for 3D Point Cloud Classification Dec 16, 2019 3D Point Cloud Classification Classification
Code Code Available 1PolSF: PolSAR image dataset on San Francisco Dec 16, 2019 image-classification Image Classification
Code Code Available 1Image Classification with Deep Learning in the Presence of Noisy Labels: A Survey Dec 11, 2019 General Classification image-classification
Code Code Available 1AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty Dec 5, 2019 Domain Generalization image-classification
Code Code Available 1Multi-Objective Evolutionary Design of Deep Convolutional Neural Networks for Image Classification Dec 3, 2019 Classification Computational Efficiency
Code Code Available 1High-parallelism Inception-like Spiking Neural Networks for Unsupervised Feature Learning Dec 2, 2019 General Classification Image Classification
Code Code Available 1Addressing Failure Detection by Learning Model Confidence Dec 1, 2019 image-classification Image Classification
Code Code Available 1Transform-Invariant Convolutional Neural Networks for Image Classification and Search Nov 28, 2019 Classification General Classification
Code Code Available 1GhostNet: More Features from Cheap Operations Nov 27, 2019 Image Classification
Code Code Available 1CSPNet: A New Backbone that can Enhance Learning Capability of CNN Nov 27, 2019 Attribute Image Classification
Code Code Available 1Rigging the Lottery: Making All Tickets Winners Nov 25, 2019 All Image Classification
Code Code Available 1Universal Adversarial Robustness of Texture and Shape-Biased Models Nov 23, 2019 Adversarial Robustness Image Classification
Code Code Available 1ReMixMatch: Semi-Supervised Learning with Distribution Alignment and Augmentation Anchoring Nov 21, 2019 Image Classification Semi-Supervised Image Classification
Code Code Available 1Beyond Synthetic Noise: Deep Learning on Controlled Noisy Labels Nov 21, 2019 Deep Learning Image Classification
Code Code Available 1General E(2)-Equivariant Steerable CNNs Nov 19, 2019 Image Classification
Code Code Available 1Self-training with Noisy Student improves ImageNet classification Nov 11, 2019 Data Augmentation General Classification
Code Code Available 1Multimodal Model-Agnostic Meta-Learning via Task-Aware Modulation Oct 30, 2019 Few-Shot Image Classification Few-Shot Learning
Code Code Available 1A deep active learning system for species identification and counting in camera trap images Oct 22, 2019 Active Learning Decision Making
Code Code Available 1Soft-Label Dataset Distillation and Text Dataset Distillation Oct 6, 2019 Dataset Distillation Data Summarization
Code Code Available 1Distilled Split Deep Neural Networks for Edge-Assisted Real-Time Systems Oct 1, 2019 Edge-computing Image Classification
Code Code Available 1Addressing Failure Prediction by Learning Model Confidence Oct 1, 2019 image-classification Image Classification
Code Code Available 1Hidden Trigger Backdoor Attacks Sep 30, 2019 Backdoor Attack image-classification
Code Code Available 1Pixel-Wise PolSAR Image Classification via a Novel Complex-Valued Deep Fully Convolutional Network Sep 29, 2019 Classification General Classification
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