Metric-Based Few-Shot Learning for Video Action Recognition Sep 14, 2019 Action Recognition Few-Shot Learning
— Unverified Identifying and Resisting Adversarial Videos Using Temporal Consistency Sep 11, 2019 Video Classification
— Unverified Distributed Deep Convolutional Neural Networks for the Internet-of-Things Aug 2, 2019 Decision Making Distributed Computing
— Unverified Two-Stream Video Classification with Cross-Modality Attention Aug 1, 2019 Action Classification Action Recognition
— Unverified Multi-Agent Reinforcement Learning Based Frame Sampling for Effective Untrimmed Video Recognition Jul 31, 2019 Action Recognition General Classification
— Unverified AVD: Adversarial Video Distillation Jul 12, 2019 Activity Recognition Decoder
— Unverified Loss Switching Fusion with Similarity Search for Video Classification Jun 27, 2019 Classification Clustering
Code Code Available Few-Shot Video Classification via Temporal Alignment Jun 27, 2019 Action Recognition Classification
— Unverified Spatio-Temporal Fusion Networks for Action Recognition Jun 17, 2019 Action Recognition Video Classification
— Unverified Learning Spatio-Temporal Representation with Local and Global Diffusion Jun 13, 2019 Action Classification Action Detection
Code Code Available Learning Video Representations using Contrastive Bidirectional Transformer Jun 13, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified FASTER Recurrent Networks for Efficient Video Classification Jun 10, 2019 Action Classification Action Recognition
— Unverified Hierarchical Video Frame Sequence Representation with Deep Convolutional Graph Network Jun 2, 2019 General Classification Graph Neural Network
— Unverified AssembleNet: Searching for Multi-Stream Neural Connectivity in Video Architectures May 30, 2019 Action Classification Action Recognition
Code Code Available EEG-based Emotional Video Classification via Learning Connectivity Structure May 28, 2019 Classification EEG
Code Code Available Hallucinating Optical Flow Features for Video Classification May 28, 2019 Classification General Classification
Code Code Available Exploring Temporal Information for Improved Video Understanding May 25, 2019 Action Recognition Optical Flow Estimation
Code Code Available VideoGraph: Recognizing Minutes-Long Human Activities in Videos May 13, 2019 Long-video Activity Recognition Video Classification
— Unverified On Flow Profile Image for Video Representation May 12, 2019 Activity Recognition Optical Flow Estimation
— Unverified Budgeted Training: Rethinking Deep Neural Network Training Under Resource Constraints May 12, 2019 General Classification image-classification
Code Code Available Billion-scale semi-supervised learning for image classification May 2, 2019 Classification General Classification
Code Code Available The Expressive Power of Deep Neural Networks with Circulant Matrices May 1, 2019 General Classification Video Classification
— Unverified MANIFOLDNET: A DEEP NEURAL NETWORK FOR MANIFOLD-VALUED DATA May 1, 2019 General Classification Image Reconstruction
— Unverified Where and when to look? Spatial-temporal attention for action recognition in videos May 1, 2019 Action Recognition Action Recognition In Videos
— Unverified Factor Analysis in Fault Diagnostics Using Random Forest Apr 30, 2019 Attribute Clustering
— Unverified Large Scale Holistic Video Understanding Apr 25, 2019 Action Classification Action Recognition
Code Code Available DynamoNet: Dynamic Action and Motion Network Apr 25, 2019 Action Recognition Classification
— Unverified Multi-Branch Tensor Network Structure for Tensor-Train Discriminant Analysis Apr 15, 2019 Classification General Classification
Code Code Available Self-supervised Spatio-temporal Representation Learning for Videos by Predicting Motion and Appearance Statistics Apr 7, 2019 Action Recognition General Classification
Code Code Available Video Classification with Channel-Separated Convolutional Networks Apr 4, 2019 Action Classification Action Recognition
Code Code Available Robust Real-Time Violence Detection in Video Using CNN And LSTM Mar 27, 2019 Action Recognition In Videos Video Classification
Code Code Available Video-based surgical skill assessment using 3D convolutional neural networks Mar 6, 2019 Action Quality Assessment Surgical Skills Evaluation
Code Code Available Semantic Adversarial Network with Multi-scale Pyramid Attention for Video Classification Mar 6, 2019 Classification General Classification
— Unverified Efficient Video Classification Using Fewer Frames Feb 27, 2019 Classification Clustering
Code Code Available Saliency Tubes: Visual Explanations for Spatio-Temporal Convolutions Feb 4, 2019 Action Classification General Classification
Code Code Available Understanding and Training Deep Diagonal Circulant Neural Networks Jan 29, 2019 Video Classification
— Unverified Adversarial Framing for Image and Video Classification Dec 11, 2018 Classification General Classification
Code Code Available Timeception for Complex Action Recognition Dec 4, 2018 Action Classification Action Recognition
Code Code Available MS-ASL: A Large-Scale Data Set and Benchmark for Understanding American Sign Language Dec 3, 2018 Action Recognition Sign Language Recognition
— Unverified Deep Multimodal Learning: An Effective Method for Video Classification Nov 30, 2018 Classification General Classification
— Unverified Unsupervised Meta-Learning For Few-Shot Image Classification Nov 28, 2018 Classification Few-Shot Image Classification
— Unverified Deep RNN Framework for Visual Sequential Applications Nov 25, 2018 Future prediction SSIM
Code Code Available Multi-Task Learning of Generalizable Representations for Video Action Recognition Nov 20, 2018 Action Recognition Multi-Task Learning
— Unverified Higher-order Network for Action Recognition Nov 19, 2018 Action Recognition General Classification
— Unverified NeXtVLAD: An Efficient Neural Network to Aggregate Frame-level Features for Large-scale Video Classification Nov 12, 2018 Efficient Neural Network General Classification
Code Code Available Compact Generalized Non-local Network Oct 31, 2018 Object Detection Object Recognition
Code Code Available Cascaded Pyramid Mining Network for Weakly Supervised Temporal Action Localization Oct 28, 2018 Action Localization General Classification
— Unverified Fine-grained Video Categorization with Redundancy Reduction Attention Oct 26, 2018 Action Recognition Video Classification
— Unverified Representation Flow for Action Recognition Oct 2, 2018 Action Classification Action Recognition
Code Code Available Training compact deep learning models for video classification using circulant matrices Oct 2, 2018 General Classification Video Classification
Code Code Available 