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Temporal Action Segmentation

Segment activities/actions temporally

Papers

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Showing 1–50 of 62 papers

TitleStatusHype
M2R2: MulitModal Robotic Representation for Temporal Action Segmentation—0
Towards Generalizing Temporal Action Segmentation to Unseen Views—0
What Changed and What Could Have Changed? State-Change Counterfactuals for Procedure-Aware Video Representation Learning—0
Cost-Sensitive Learning for Long-Tailed Temporal Action SegmentationCode0
Condensing Action Segmentation Datasets via Generative Network Inversion—0
TimeLogic: A Temporal Logic Benchmark for Video QA—0
Understanding Multi-Task Activities from Single-Task Videos—0
Hierarchical Vector Quantization for Unsupervised Action SegmentationCode1
ActFusion: a Unified Diffusion Model for Action Segmentation and Anticipation—0
Video LLMs for Temporal Reasoning in Long Videos—0
OnlineTAS: An Online Baseline for Temporal Action SegmentationCode0
Language-Assisted Skeleton Action Understanding for Skeleton-Based Temporal Action SegmentationCode1
ProMQA: Question Answering Dataset for Multimodal Procedural Activity UnderstandingCode0
Language-Assisted Human Part Motion Learning for Skeleton-Based Temporal Action SegmentationCode0
ASQuery: A Query-based Model for Action SegmentationCode1
Temporal2Seq: A Unified Framework for Temporal Video Understanding Tasks—0
3D Pose-Based Temporal Action Segmentation for Figure Skating: A Fine-Grained and Jump Procedure-Aware Annotation ApproachCode1
Long-Tail Temporal Action Segmentation with Group-wise Temporal Logit AdjustmentCode1
Faster Diffusion Action Segmentation—0
Efficient Temporal Action Segmentation via Boundary-aware Query VotingCode0
Snippet-Aware Transformer With Multiple Action Elements for Skeleton-Based Action SegmentationCode0
O-TALC: Steps Towards Combating Oversegmentation within Online Action Segmentation—0
Hierarchical NeuroSymbolic Approach for Comprehensive and Explainable Action Quality AssessmentCode2
A Multimodal Handover Failure Detection Dataset and BaselinesCode0
SMC-NCA: Semantic-guided Multi-level Contrast for Semi-supervised Temporal Action SegmentationCode0
Activity Grammars for Temporal Action SegmentationCode1
Synchronization is All You Need: Exocentric-to-Egocentric Transfer for Temporal Action Segmentation with Unlabeled Synchronized Video PairsCode0
CASR: Refining Action Segmentation via Marginalizing Frame-levle Causal Relationships—0
End-to-End Streaming Video Temporal Action Segmentation with Reinforce LearningCode1
OTAS: Unsupervised Boundary Detection for Object-Centric Temporal Action SegmentationCode0
Prompt-enhanced Hierarchical Transformer Elevating Cardiopulmonary Resuscitation Instruction via Temporal Action Segmentation—0
How Much Temporal Long-Term Context is Needed for Action Segmentation?Code1
Enhancing Transformer Backbone for Egocentric Video Action Segmentation—0
Diffusion Action SegmentationCode1
TAEC: Unsupervised Action Segmentation with Temporal-Aware Embedding and Clustering—0
Reducing the Label Bias for Timestamp Supervised Temporal Action Segmentation—0
C2F-TCN: A Framework for Semi and Fully Supervised Temporal Action Segmentation—0
Distill and Collect for Semi-Supervised Temporal Action Segmentation—0
Temporal Action Segmentation: An Analysis of Modern TechniquesCode2
Streaming Video Temporal Action Segmentation In Real TimeCode1
Unified Fully and Timestamp Supervised Temporal Action Segmentation via Sequence to Sequence TranslationCode1
An Efficient Framework for Few-shot Skeleton-based Temporal Action Segmentation—0
A Generalized & Robust Framework For Timestamp Supervision in Temporal Action Segmentation—0
Leveraging Action Affinity and Continuity for Semi-supervised Temporal Action Segmentation—0
Turning to a Teacher for Timestamp Supervised Temporal Action Segmentation—0
RF-Next: Efficient Receptive Field Search for Convolutional Neural NetworksCode1
Iterative Contrast-Classify For Semi-supervised Temporal Action SegmentationCode1
Temporal Action Segmentation with High-level Complex Activity Labels—0
SSCAP: Self-supervised Co-occurrence Action Parsing for Unsupervised Temporal Action Segmentation—0
Efficient Two-Step Networks for Temporal Action SegmentationCode1
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