Progress-Aware Online Action Segmentation for Egocentric Procedural Task Videos Jan 1, 2024 Action Segmentation Segmentation
Code Code Available FACT: Frame-Action Cross-Attention Temporal Modeling for Efficient Action Segmentation Jan 1, 2024 Action Segmentation Segmentation
Code Code Available Error Detection in Egocentric Procedural Task Videos Jan 1, 2024 Action Segmentation Active Object Detection
— Unverified SFGANS Self-supervised Future Generator for human ActioN Segmentation Dec 31, 2023 Action Segmentation Segmentation
— Unverified SMC-NCA: Semantic-guided Multi-level Contrast for Semi-supervised Temporal Action Segmentation Dec 19, 2023 Action Segmentation Contrastive Learning
Code Code Available X4D-SceneFormer: Enhanced Scene Understanding on 4D Point Cloud Videos through Cross-modal Knowledge Transfer Dec 12, 2023 Action Recognition Action Segmentation
Code Code Available A Decoupled Spatio-Temporal Framework for Skeleton-based Action Segmentation Dec 10, 2023 Action Segmentation Skeleton Based Action Segmentation
Code Code Available Activity Grammars for Temporal Action Segmentation Dec 7, 2023 Action Segmentation Segmentation
Code Code Available Synchronization is All You Need: Exocentric-to-Egocentric Transfer for Temporal Action Segmentation with Unlabeled Synchronized Video Pairs Dec 5, 2023 Action Segmentation All
Code Code Available SigFormer: Sparse Signal-Guided Transformer for Multi-Modal Human Action Segmentation Nov 29, 2023 Action Segmentation Optical Flow Estimation
Code Code Available Towards Weakly Supervised End-to-end Learning for Long-video Action Recognition Nov 28, 2023 Action Classification Action Recognition
— Unverified CASR: Refining Action Segmentation via Marginalizing Frame-levle Causal Relationships Nov 21, 2023 Action Segmentation Causal Discovery
— Unverified Is Weakly-supervised Action Segmentation Ready For Human-Robot Interaction? No, Let's Improve It With Action-union Learning Oct 22, 2023 Action Recognition Action Segmentation
Code Code Available NSM4D: Neural Scene Model Based Online 4D Point Cloud Sequence Understanding Oct 12, 2023 Action Segmentation Autonomous Driving
— Unverified End-to-End Streaming Video Temporal Action Segmentation with Reinforce Learning Sep 27, 2023 Action Recognition Action Segmentation
Code Code Available Action Segmentation Using 2D Skeleton Heatmaps and Multi-Modality Fusion Sep 12, 2023 Action Segmentation Activity Recognition
— Unverified OTAS: Unsupervised Boundary Detection for Object-Centric Temporal Action Segmentation Sep 12, 2023 Action Segmentation Boundary Detection
Code Code Available Prompt-enhanced Hierarchical Transformer Elevating Cardiopulmonary Resuscitation Instruction via Temporal Action Segmentation Aug 31, 2023 Action Segmentation Segmentation
— Unverified BIT: Bi-Level Temporal Modeling for Efficient Supervised Action Segmentation Aug 28, 2023 Action Segmentation Segmentation
— Unverified LAC: Latent Action Composition for Skeleton-based Action Segmentation Aug 28, 2023 Action Segmentation Contrastive Learning
— Unverified How Much Temporal Long-Term Context is Needed for Action Segmentation? Aug 22, 2023 Action Segmentation Segmentation
Code Code Available UnLoc: A Unified Framework for Video Localization Tasks Aug 21, 2023 Action Segmentation Moment Retrieval
Code Code Available DPMix: Mixture of Depth and Point Cloud Video Experts for 4D Action Segmentation Jul 31, 2023 Action Segmentation Human-Object Interaction Detection
— Unverified HA-ViD: A Human Assembly Video Dataset for Comprehensive Assembly Knowledge Understanding Jul 9, 2023 Action Recognition Action Segmentation
Code Code Available SF-TMN: SlowFast Temporal Modeling Network for Surgical Phase Recognition Jun 15, 2023 Action Segmentation Surgical phase recognition
— Unverified Permutation-Aware Action Segmentation via Unsupervised Frame-to-Segment Alignment May 31, 2023 Action Segmentation Decoder
Code Code Available Enhancing Transformer Backbone for Egocentric Video Action Segmentation May 19, 2023 Action Segmentation Decoder
— Unverified Pretrained Language Models as Visual Planners for Human Assistance Apr 17, 2023 Action Segmentation Language Modelling
Code Code Available Leveraging triplet loss for unsupervised action segmentation Apr 13, 2023 Action Segmentation Clustering
Code Code Available MED-VT++: Unifying Multimodal Learning with a Multiscale Encoder-Decoder Video Transformer Apr 12, 2023 Action Segmentation Decoder
— Unverified Therbligs in Action: Video Understanding through Motion Primitives Apr 6, 2023 Action Anticipation Action Recognition
— Unverified DIR-AS: Decoupling Individual Identification and Temporal Reasoning for Action Segmentation Apr 4, 2023 Action Recognition Action Segmentation
— Unverified Diffusion Action Segmentation Mar 31, 2023 Action Segmentation Denoising
Code Code Available MS-TCRNet: Multi-Stage Temporal Convolutional Recurrent Networks for Action Segmentation Using Sensor-Augmented Kinematics Mar 14, 2023 Action Segmentation Data Augmentation
Code Code Available TAEC: Unsupervised Action Segmentation with Temporal-Aware Embedding and Clustering Mar 9, 2023 Action Segmentation Clustering
— Unverified Temporal Segment Transformer for Action Segmentation Feb 25, 2023 Action Segmentation Denoising
— Unverified Video Action Segmentation via Contextually Refined Temporal Keypoints Jan 1, 2023 Action Segmentation Graph Matching
— Unverified LAC - Latent Action Composition for Skeleton-based Action Segmentation Jan 1, 2023 Action Segmentation Contrastive Learning
— Unverified Weakly-Supervised Action Segmentation and Unseen Error Detection in Anomalous Instructional Videos Jan 1, 2023 Action Segmentation Segmentation
— Unverified Markov Game Video Augmentation for Action Segmentation Jan 1, 2023 Action Segmentation Data Augmentation
— Unverified Reducing the Label Bias for Timestamp Supervised Temporal Action Segmentation Jan 1, 2023 Action Segmentation Temporal Action Segmentation
— Unverified ASPnet: Action Segmentation With Shared-Private Representation of Multiple Data Sources Jan 1, 2023 Action Segmentation Disentanglement
— Unverified Timestamp-Supervised Action Segmentation from the Perspective of Clustering Dec 22, 2022 Action Segmentation Clustering
Code Code Available C2F-TCN: A Framework for Semi and Fully Supervised Temporal Action Segmentation Dec 20, 2022 Action Segmentation Decoder
— Unverified Hand Guided High Resolution Feature Enhancement for Fine-Grained Atomic Action Segmentation within Complex Human Assemblies Nov 24, 2022 Action Classification Action Recognition
— Unverified Distill and Collect for Semi-Supervised Temporal Action Segmentation Nov 2, 2022 Action Segmentation Segmentation
— Unverified Temporal Action Segmentation: An Analysis of Modern Techniques Oct 19, 2022 Action Segmentation Segmentation
Code Code Available Robust Action Segmentation from Timestamp Supervision Oct 12, 2022 Action Segmentation Segmentation
— Unverified Streaming Video Temporal Action Segmentation In Real Time Sep 28, 2022 Action Segmentation Language Modelling
Code Code Available Semantic2Graph: Graph-based Multi-modal Feature Fusion for Action Segmentation in Videos Sep 13, 2022 Action Segmentation Graph Neural Network
— Unverified 