Learning Discriminative Prototypes with Dynamic Time Warping Mar 17, 2021 Action Segmentation Dynamic Time Warping
Code Code Available Temporal Action Segmentation from Timestamp Supervision Mar 11, 2021 Action Segmentation Segmentation
Code Code Available Depthwise Separable Temporal Convolutional Network for Action Segmentation Jan 19, 2021 Action Segmentation Decoder
— Unverified Global2Local: Efficient Structure Search for Video Action Segmentation Jan 4, 2021 Action Segmentation Segmentation
Code Code Available Refining Action Segmentation With Hierarchical Video Representations Jan 1, 2021 Action Segmentation Segmentation
Code Code Available Weakly-Supervised Action Segmentation and Alignment via Transcript-Aware Union-of-Subspaces Learning Jan 1, 2021 Action Segmentation Weakly Supervised Action Segmentation (Transcript)
Code Code Available Temporal Relational Modeling with Self-Supervision for Action Segmentation Dec 14, 2020 Action Recognition Action Segmentation
Code Code Available Alleviating Class-wise Gradient Imbalance for Pulmonary Airway Segmentation Nov 24, 2020 Action Segmentation
Code Code Available ActBERT: Learning Global-Local Video-Text Representations Nov 14, 2020 Action Segmentation Question Answering
Code Code Available Relational Graph Learning on Visual and Kinematics Embeddings for Accurate Gesture Recognition in Robotic Surgery Nov 3, 2020 Action Segmentation Gesture Recognition
— Unverified Actor and Action Modular Network for Text-based Video Segmentation Nov 2, 2020 Action Segmentation Action Understanding
— Unverified Online Spatiotemporal Action Detection and Prediction via Causal Representations Aug 31, 2020 Action Detection Action Recognition
Code Code Available Boundary-Aware Cascade Networks for Temporal Action Segmentation Aug 1, 2020 Action Segmentation Temporal Action Segmentation
Code Code Available Alleviating Over-segmentation Errors by Detecting Action Boundaries Jul 14, 2020 Action Classification Action Segmentation
Code Code Available MS-TCN++: Multi-Stage Temporal Convolutional Network for Action Segmentation Jun 16, 2020 Action Segmentation Segmentation
Code Code Available Improving Action Segmentation via Graph-Based Temporal Reasoning Jun 1, 2020 Action Segmentation Relation
— Unverified Motion2Vec: Semi-Supervised Representation Learning from Surgical Videos May 31, 2020 Action Segmentation Metric Learning
— Unverified On Evaluating Weakly Supervised Action Segmentation Methods May 19, 2020 Action Segmentation Segmentation
— Unverified Hierarchical Attention Network for Action Segmentation May 7, 2020 Action Segmentation Segmentation
— Unverified Learning to Segment Actions from Observation and Narration May 7, 2020 Action Segmentation Segmentation
Code Code Available SCT: Set Constrained Temporal Transformer for Set Supervised Action Segmentation Mar 31, 2020 Action Segmentation Temporal Action Segmentation
Code Code Available Learning a Weakly-Supervised Video Actor-Action Segmentation Model with a Wise Selection Mar 29, 2020 Action Segmentation Segmentation
— Unverified Action Segmentation with Joint Self-Supervised Temporal Domain Adaptation Mar 5, 2020 Action Segmentation Domain Adaptation
Code Code Available Set-Constrained Viterbi for Set-Supervised Action Segmentation Feb 27, 2020 Action Segmentation Multiple Instance Learning
— Unverified Automatic Gesture Recognition in Robot-assisted Surgery with Reinforcement Learning and Tree Search Feb 20, 2020 Action Segmentation Gesture Recognition
— Unverified UniVL: A Unified Video and Language Pre-Training Model for Multimodal Understanding and Generation Feb 15, 2020 Action Segmentation Decoder
Code Code Available Joint Visual-Temporal Embedding for Unsupervised Learning of Actions in Untrimmed Sequences Jan 29, 2020 Action Recognition Action Segmentation
— Unverified End-to-End Learning of Visual Representations from Uncurated Instructional Videos Dec 13, 2019 Action Localization Action Recognition
Code Code Available Human Action Sequence Classification Oct 7, 2019 Action Classification Action Localization
— Unverified Weakly Supervised Energy-Based Learning for Action Segmentation Sep 28, 2019 Action Segmentation Segmentation
Code Code Available Coupled Generative Adversarial Network for Continuous Fine-grained Action Segmentation Sep 20, 2019 Action Segmentation Generative Adversarial Network
— Unverified Fine-grained Action Segmentation using the Semi-Supervised Action GAN Sep 20, 2019 Action Classification Action Segmentation
— Unverified An Efficient 3D CNN for Action/Object Segmentation in Video Jul 21, 2019 Action Segmentation Decoder
— Unverified Frontal Low-rank Random Tensors for Fine-grained Action Segmentation Jun 3, 2019 Action Parsing Action Segmentation
Code Code Available A Hybrid RNN-HMM Approach for Weakly Supervised Temporal Action Segmentation Jun 3, 2019 Action Recognition Action Segmentation
— Unverified Representation Learning on Visual-Symbolic Graphs for Video Understanding May 17, 2019 Action Classification Action Detection
— Unverified Temporal Unet: Sample Level Human Action Recognition using WiFi Apr 19, 2019 Action Localization Action Recognition
Code Code Available Unsupervised learning of action classes with continuous temporal embedding Apr 8, 2019 Action Segmentation Unsupervised Action Segmentation
Code Code Available Fast Weakly Supervised Action Segmentation Using Mutual Consistency Apr 5, 2019 Action Segmentation Segmentation
Code Code Available MS-TCN: Multi-Stage Temporal Convolutional Network for Action Segmentation Mar 5, 2019 Action Segmentation Segmentation
Code Code Available Fine-Grained Semantic Segmentation of Motion Capture Data using Dilated Temporal Fully-Convolutional Networks Mar 2, 2019 Action Segmentation Image Segmentation
— Unverified Toward Ergonomic Risk Prediction via Segmentation of Indoor Object Manipulation Actions Using Spatiotemporal Convolutional Networks Feb 14, 2019 Action Segmentation
Code Code Available Stacked Spatio-Temporal Graph Convolutional Networks for Action Segmentation Nov 26, 2018 Action Recognition Action Segmentation
— Unverified Actor-Action Semantic Segmentation with Region Masks Jul 23, 2018 Action Segmentation Instance Segmentation
— Unverified Dilated Temporal Fully-Convolutional Network for Semantic Segmentation of Motion Capture Data Jun 24, 2018 Action Segmentation Motion Synthesis
— Unverified Deep Reinforcement Learning for Surgical Gesture Segmentation and Classification Jun 21, 2018 Action Segmentation Classification
Code Code Available Temporal Deformable Residual Networks for Action Segmentation in Videos Jun 1, 2018 Action Segmentation Segmentation
— Unverified VideoCapsuleNet: A Simplified Network for Action Detection May 21, 2018 Action Classification Action Detection
— Unverified NeuralNetwork-Viterbi: A Framework for Weakly Supervised Video Learning May 17, 2018 Action Segmentation Incremental Learning
— Unverified Weakly-Supervised Action Segmentation with Iterative Soft Boundary Assignment Mar 28, 2018 Action Segmentation
Code Code Available 