Semi-Weakly-Supervised Learning of Complex Actions From Instructional Task Videos Jan 1, 2022 Action Segmentation Weakly-supervised Learning
Code Code Available You Can Wash Hands Better: Accurate Daily Handwashing Assessment with a Smartwatch Dec 9, 2021 Action Segmentation Gesture Recognition
Code Code Available Hierarchical Modeling for Task Recognition and Action Segmentation in Weakly-Labeled Instructional Videos Oct 12, 2021 Action Segmentation Segmentation
Code Code Available VideoCLIP: Contrastive Pre-training for Zero-shot Video-Text Understanding Sep 28, 2021 Action Localization Action Segmentation
Code Code Available Long Short View Feature Decomposition via Contrastive Video Representation Learning Sep 23, 2021 Action Recognition Action Segmentation
— Unverified TACo: Token-aware Cascade Contrastive Learning for Video-Text Alignment Aug 23, 2021 Action Segmentation Contrastive Learning
— Unverified Temporal Action Segmentation with High-level Complex Activity Labels Aug 15, 2021 Action Recognition Action Segmentation
— Unverified FIFA: Fast Inference Approximation for Action Segmentation Aug 9, 2021 Action Segmentation Segmentation
— Unverified Unsupervised Action Segmentation for Instructional Videos Jun 7, 2021 Action Segmentation Segmentation
— Unverified SSCAP: Self-supervised Co-occurrence Action Parsing for Unsupervised Temporal Action Segmentation May 29, 2021 Action Parsing Action Segmentation
— Unverified VLM: Task-agnostic Video-Language Model Pre-training for Video Understanding May 20, 2021 Action Segmentation Language Modeling
Code Code Available Unsupervised Discriminative Embedding for Sub-Action Learning in Complex Activities Apr 30, 2021 Action Recognition Action Segmentation
— Unverified Action in Mind: A Neural Network Approach to Action Recognition and Segmentation Apr 30, 2021 Action Recognition Action Segmentation
— Unverified Action Segmentation with Mixed Temporal Domain Adaptation Apr 15, 2021 Action Segmentation Domain Adaptation
— Unverified Action Shuffle Alternating Learning for Unsupervised Action Segmentation Apr 5, 2021 Action Segmentation Segmentation
— Unverified Anchor-Constrained Viterbi for Set-Supervised Action Segmentation Apr 5, 2021 Action Segmentation Segmentation
— Unverified Depthwise Separable Temporal Convolutional Network for Action Segmentation Jan 19, 2021 Action Segmentation Decoder
— Unverified 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 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 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 a Weakly-Supervised Video Actor-Action Segmentation Model with a Wise Selection Mar 29, 2020 Action Segmentation Segmentation
— Unverified 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 Joint Visual-Temporal Embedding for Unsupervised Learning of Actions in Untrimmed Sequences Jan 29, 2020 Action Recognition Action Segmentation
— Unverified 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 Fine-grained Action Segmentation using the Semi-Supervised Action GAN Sep 20, 2019 Action Classification Action Segmentation
— Unverified Coupled Generative Adversarial Network for Continuous Fine-grained Action Segmentation Sep 20, 2019 Action Segmentation Generative Adversarial Network
— 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 