Multi-Label Activity Recognition using Activity-specific Features and Activity Correlations Sep 16, 2020 Activity Recognition Video Classification
— Unverified Defending Against Multiple and Unforeseen Adversarial Videos Sep 11, 2020 Adversarial Robustness General Classification
— Unverified Active Contrastive Learning of Audio-Visual Video Representations Aug 31, 2020 Contrastive Learning Representation Learning
Code Code Available Making a Case for 3D Convolutions for Object Segmentation in Videos Aug 26, 2020 Decoder Segmentation
Code Code Available Recurrent Deconvolutional Generative Adversarial Networks with Application to Text Guided Video Generation Aug 13, 2020 Generative Adversarial Network Video Classification
— Unverified Self-Supervised Multi-Task Procedure Learning from Instructional Videos Aug 1, 2020 Procedure Learning Video Classification
— Unverified Actor-Action Video Classification CSC 249/449 Spring 2020 Challenge Report Aug 1, 2020 General Classification Video Classification
Code Code Available Approximated Bilinear Modules for Temporal Modeling Jul 25, 2020 Action Recognition Video Classification
Code Code Available AttentionNAS: Spatiotemporal Attention Cell Search for Video Classification Jul 23, 2020 Classification General Classification
— Unverified Uncertainty-Aware Weakly Supervised Action Detection from Untrimmed Videos Jul 21, 2020 Action Detection Action Recognition
— Unverified MotionSqueeze: Neural Motion Feature Learning for Video Understanding Jul 20, 2020 Action Classification Action Recognition
Code Code Available Region-based Non-local Operation for Video Classification Jul 17, 2020 Action Classification Action Recognition
Code Code Available 3D CNN-PCA: A Deep-Learning-Based Parameterization for Complex Geomodels Jul 16, 2020 Uncertainty Quantification Video Classification
— Unverified Generalized Few-Shot Video Classification with Video Retrieval and Feature Generation Jul 9, 2020 Few-Shot Image Classification Few-Shot Learning
Code Code Available NLP-based Feature Extraction for the Detection of COVID-19 Misinformation Videos on YouTube Jul 1, 2020 Misinformation Transfer Learning
Code Code Available SmallBigNet: Integrating Core and Contextual Views for Video Classification Jun 25, 2020 Classification General Classification
Code Code Available Pyramidal Convolution: Rethinking Convolutional Neural Networks for Visual Recognition Jun 20, 2020 Action Classification Action Recognition
Code Code Available Learn to cycle: Time-consistent feature discovery for action recognition Jun 15, 2020 Action Classification Action Recognition
Code Code Available Video Understanding as Machine Translation Jun 12, 2020 Machine Translation Metric Learning
— Unverified Non-Local Neural Networks With Grouped Bilinear Attentional Transforms Jun 1, 2020 Image Classification Video Classification
Code Code Available Optimizing Temporal Convolutional Network inference on FPGA-based accelerators May 7, 2020 Scheduling Time Series Analysis
— Unverified Video Contents Understanding using Deep Neural Networks Apr 29, 2020 object-detection Object Detection
— Unverified PipeNet: Selective Modal Pipeline of Fusion Network for Multi-Modal Face Anti-Spoofing Apr 24, 2020 Face Anti-Spoofing General Classification
Code Code Available TAEN: Temporal Aware Embedding Network for Few-Shot Action Recognition Apr 21, 2020 3D Face Reconstruction Action Detection
— Unverified Would Mega-scale Datasets Further Enhance Spatiotemporal 3D CNNs? Apr 10, 2020 General Classification Open-Ended Question Answering
Code Code Available X3D: Expanding Architectures for Efficient Video Recognition Apr 9, 2020 Action Classification feature selection
Code Code Available Revisiting Few-shot Activity Detection with Class Similarity Control Mar 31, 2020 Action Detection Activity Detection
— Unverified Convolutional Spiking Neural Networks for Spatio-Temporal Feature Extraction Mar 27, 2020 Activity Recognition In Videos Event data classification
Code Code Available Motion-Excited Sampler: Video Adversarial Attack with Sparked Prior Mar 17, 2020 Adversarial Attack Video Classification
Code Code Available On Translation Invariance in CNNs: Convolutional Layers can Exploit Absolute Spatial Location Mar 16, 2020 General Classification image-classification
Code Code Available Rethinking Zero-shot Video Classification: End-to-end Training for Realistic Applications Mar 3, 2020 Benchmarking General Classification
Code Code Available VideoSSL: Semi-Supervised Learning for Video Classification Feb 29, 2020 Classification General Classification
— Unverified Over-the-Air Adversarial Flickering Attacks against Video Recognition Networks Feb 12, 2020 Action Classification Classification
Code Code Available Learning spatio-temporal representations with temporal squeeze pooling Feb 11, 2020 Action Recognition Classification
— Unverified FSD-10: A Dataset for Competitive Sports Content Analysis Feb 9, 2020 Action Recognition Benchmarking
— Unverified iqiyi Submission to ActivityNet Challenge 2019 Kinetics-700 challenge: Hierarchical Group-wise Attention Feb 7, 2020 General Classification Video Classification
— Unverified Cross-Modality Attention with Semantic Graph Embedding for Multi-Label Classification Dec 17, 2019 Classification General Classification
— Unverified Appending Adversarial Frames for Universal Video Attack Dec 10, 2019 Classification General Classification
— Unverified Video action detection by learning graph-based spatio-temporal interactions Dec 9, 2019 Action Detection Action Localization
Code Code Available VideoDG: Generalizing Temporal Relations in Videos to Novel Domains Dec 8, 2019 Action Recognition Data Augmentation
Code Code Available DASZL: Dynamic Action Signatures for Zero-shot Learning Dec 8, 2019 Action Detection Activity Detection
— Unverified A Multigrid Method for Efficiently Training Video Models Dec 2, 2019 Action Detection Action Recognition
Code Code Available A Spectral Nonlocal Block for Neural Networks Nov 4, 2019 Action Recognition Fine-Grained Image Classification
— Unverified Towards Train-Test Consistency for Semi-supervised Temporal Action Localization Oct 24, 2019 Action Localization Multiple Instance Learning
— Unverified Fast Non-Local Neural Networks with Spectral Residual Learning Oct 15, 2019 Pose Estimation Video Classification
Code Code Available AWSD: Adaptive Weighted Spatiotemporal Distillation for Video Representation Oct 1, 2019 General Classification Video Classification
— Unverified UNIVERSAL MODAL EMBEDDING OF DYNAMICS IN VIDEOS AND ITS APPLICATIONS Sep 25, 2019 Decoder Time Series
— Unverified Spectral Nonlocal Block for Neural Network Sep 25, 2019 Video Classification
— Unverified Gated Channel Transformation for Visual Recognition Sep 25, 2019 General Classification image-classification
Code Code Available Self-Paced Video Data Augmentation with Dynamic Images Generated by Generative Adversarial Networks Sep 16, 2019 Data Augmentation General Classification
— Unverified 