Adjusting for Dropout Variance in Batch Normalization and Weight Initialization Jul 8, 2016 Data Augmentation
Code Code Available MoCap-guided Data Augmentation for 3D Pose Estimation in the Wild Jul 7, 2016 3D Human Pose Estimation 3D Pose Estimation
— Unverified Improved Recurrent Neural Networks for Session-based Recommendations Jun 27, 2016 Data Augmentation Session-Based Recommendations
— Unverified 3D U-Net: Learning Dense Volumetric Segmentation from Sparse Annotation Jun 21, 2016 3D Instance Segmentation Data Augmentation
Code Code Available DeepWriter: A Multi-Stream Deep CNN for Text-independent Writer Identification Jun 21, 2016 Data Augmentation Sentence
— Unverified Online and Offline Handwritten Chinese Character Recognition: A Comprehensive Study and New Benchmark Jun 18, 2016 Data Augmentation Offline Handwritten Chinese Character Recognition
— Unverified DeepStance at SemEval-2016 Task 6: Detecting Stance in Tweets Using Character and Word-Level CNNs Jun 17, 2016 Data Augmentation Text Categorization
— Unverified Regularization With Stochastic Transformations and Perturbations for Deep Semi-Supervised Learning Jun 14, 2016 Data Augmentation Semi-Supervised Image Classification
— Unverified Deep neural networks are robust to weight binarization and other non-linear distortions Jun 7, 2016 Binarization Data Augmentation
— Unverified Sketch Me That Shoe Jun 1, 2016 Data Augmentation Image Retrieval
— Unverified Adversarial Diversity and Hard Positive Generation May 5, 2016 Data Augmentation Diversity
— Unverified Designing a Speech Corpus for the Development and Evaluation of Dictation Systems in Latvian May 1, 2016 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified DisturbLabel: Regularizing CNN on the Loss Layer Apr 30, 2016 Data Augmentation
Code Code Available Automatic Graphic Logo Detection via Fast Region-based Convolutional Networks Apr 20, 2016 Data Augmentation Logo Recognition
— Unverified Real-Time Facial Segmentation and Performance Capture from RGB Input Apr 10, 2016 Data Augmentation Segmentation
— Unverified Recurrent Neural Networks for Polyphonic Sound Event Detection in Real Life Recordings Apr 4, 2016 Data Augmentation Event Detection
Code Code Available Character-Level Question Answering with Attention Apr 4, 2016 Data Augmentation Decoder
Code Code Available Image Captioning with Deep Bidirectional LSTMs Apr 4, 2016 Caption Generation Data Augmentation
Code Code Available Data Augmentation via Levy Processes Mar 21, 2016 Data Augmentation Image Augmentation
Code Code Available Exploiting Cyclic Symmetry in Convolutional Neural Networks Feb 8, 2016 Data Augmentation Translation
— Unverified Brain-Inspired Deep Networks for Image Aesthetics Assessment Jan 16, 2016 Data Augmentation High-Level Synthesis
— Unverified Improved Relation Classification by Deep Recurrent Neural Networks with Data Augmentation Jan 14, 2016 Classification Data Augmentation
— Unverified Nonparametric Bayesian Factor Analysis for Dynamic Count Matrices Dec 30, 2015 Data Augmentation
— Unverified Fast Parallel SVM using Data Augmentation Dec 24, 2015 Bayesian Inference Data Augmentation
— Unverified Discriminative Nonparametric Latent Feature Relational Models with Data Augmentation Dec 7, 2015 Bayesian Inference Data Augmentation
— Unverified Large-Scale Bayesian Multi-Label Learning via Topic-Based Label Embeddings Dec 1, 2015 Data Augmentation Multi-Label Learning
— Unverified Towards Dropout Training for Convolutional Neural Networks Dec 1, 2015 Data Augmentation
— Unverified On-line Recognition of Handwritten Mathematical Symbols Nov 29, 2015 Data Augmentation
— Unverified What Happened to My Dog in That Network: Unraveling Top-down Generators in Convolutional Neural Networks Nov 23, 2015 Data Augmentation Zero-Shot Learning
— Unverified A Unified Gradient Regularization Family for Adversarial Examples Nov 19, 2015 BIG-bench Machine Learning Data Augmentation
— Unverified Convolutional neural networks with low-rank regularization Nov 19, 2015 Data Augmentation Tensor Decomposition
Code Code Available Reducing Overfitting in Deep Networks by Decorrelating Representations Nov 19, 2015 Data Augmentation
— Unverified Bayesian Analysis of Dynamic Linear Topic Models Nov 12, 2015 Data Augmentation Dynamic Topic Modeling
— Unverified Weakly Supervised Deep Detection Networks Nov 9, 2015 Classification Data Augmentation
Code Code Available Dreaming More Data: Class-dependent Distributions over Diffeomorphisms for Learned Data Augmentation Oct 9, 2015 Data Augmentation Feature Engineering
— Unverified That's So Annoying!!!: A Lexical and Frame-Semantic Embedding Based Data Augmentation Approach to Automatic Categorization of Annoying Behaviors using \#petpeeve Tweets Sep 1, 2015 Data Augmentation
— Unverified DeepWriterID: An End-to-end Online Text-independent Writer Identification System Aug 20, 2015 Data Augmentation
— Unverified What is Holding Back Convnets for Detection? Aug 12, 2015 Data Augmentation object-detection
— Unverified Dropout Training for SVMs with Data Augmentation Aug 10, 2015 Data Augmentation Representation Learning
— Unverified Multimodal Deep Learning for Robust RGB-D Object Recognition Jul 24, 2015 Data Augmentation Deep Learning
Code Code Available Manitest: Are classifiers really invariant? Jul 23, 2015 Data Augmentation
— Unverified Towards Good Practices for Very Deep Two-Stream ConvNets Jul 8, 2015 Action Recognition Action Recognition In Videos
Code Code Available Soccer jersey number recognition using convolutional neural networks Jul 1, 2015 Data Augmentation Jersey Number Recognition
— Unverified Dropout as data augmentation Jun 29, 2015 Data Augmentation
— Unverified Deep CNN Ensemble with Data Augmentation for Object Detection Jun 24, 2015 Data Augmentation Object
— Unverified Locally Adaptive Dynamic Networks May 21, 2015 Data Augmentation Position
— Unverified Character-level Chinese Writer Identification using Path Signature Feature, DropStroke and Deep CNN May 19, 2015 Data Augmentation
— Unverified APAC: Augmented PAttern Classification with Neural Networks May 13, 2015 Classification Data Augmentation
— Unverified Learning Temporal Embeddings for Complex Video Analysis May 2, 2015 Data Augmentation Retrieval
— Unverified Neural Activation Constellations: Unsupervised Part Model Discovery with Convolutional Networks Apr 30, 2015 Data Augmentation Model Discovery
— Unverified 