Temporal Action Detection & Weakly Supervised Temporal Action Detection & Temporal Action Proposal Generation
Contents
- Awesome-Temporal-Action-Detection-Temporal-Action-Proposal-Generation
- Papers: Temporal Action Proposal Generation
- Papers: Temporal Action Detection
- Papers: Weakly Supervised Temporal Action Detection
Boundary-Aware Cascade Networks for Temporal Action Segmentation (ECCV 2020) paper code.Pytorch- Boundary Content Graph Neural Network for Temporal Action Proposal Generation (ECCV 2020) paper
- VALSE talk by Tianwei Lin (2020.03.18) link (7y8g)
- (RapNet) Accurate Temporal Action Proposal Generation with Relation-Aware Pyramid Network (AAAI 2020) pre-paper 2019 ActivityNet task-1 2nd
- (DBG) Fast Learning of Temporal Action Proposal via Dense Boundary Generator (AAAI 2020) paper code.TensorFlow
- (SRG) SRG: Snippet Relatedness-based Temporal Action Proposal Generator (IEEE Trans 2019) paper
- (DPP) Deep Point-wise Prediction for Action Temporal Proposal (ICONIP 2019) paper code.PyTorch
- (semi-supervised) Learning Temporal Action Proposals With Fewer Labels (ICCV 2019) paper
- (BMN) BMN: Boundary-Matching Network for Temporal Action Proposal Generation (ICCV 2019) paper code.PaddlePaddle code.PyTorch_unofficial
- (MGG) Multi-granularity Generator for Temporal Action Proposal (CVPR 2019) paper
- Investigation on Combining 3D Convolution of Image Data and Optical Flow to Generate Temporal Action Proposals (2019 CVPR Workshop) paper
- (CMSN) CMSN: Continuous Multi-stage Network and Variable Margin Cosine Loss for Temporal Action Proposal Generation (arxiv 2019) paper
- A high performance computing method for accelerating temporal action proposal generation (arxiv 2019) paper
- Multi-Granularity Fusion Network for Proposal and Activity Localization: Submission to ActivityNet Challenge 2019 Task 1 and Task 2 (ActvityNet challenge 2019) paper
- (CTAP) CTAP: Complementary Temporal Action Proposal Generation (ECCV 2018) paper code.TensorFlow
- (BSN) BSN: Boundary Sensitive Network for Temporal Action Proposal Generation (ECCV 2018) paper code.TensorFlow code.PyTorch
- (TURN TAP) TURN TAP: Temporal Unit Regression Network for Temporal Action Proposals (ICCV 2017) paper code.TensorFlow
- (SAP) SAP: Self-Adaptive Proposal Model for Temporal Action Detection based on Reinforcement Learning (AAAI 2018) paper code.Torch
- (SST) SST: Single-Stream Temporal Action Proposals (CVPR 2017) paper code.theano code.TensorFlow
- YoTube: Searching Action Proposal via Recurrent and Static Regression Networks (IEEE Trans 2017) paper
- A Pursuit of Temporal Accuracy in General Activity Detection (arxiv 2017) paper code.PyTorch
- (CFAD)CFAD: Coarse-to-Fine Action Detector for Spatiotemporal Action Localization (ECCV 2020) paper
- Bottom-Up Temporal Action Localization with Mutual Regularization (ECCV 2020) paper
- (SF-Net)SF-Net: Single-Frame Supervision for Temporal Action Localization (ECCV 2020) paper
- (G-TAD) G-TAD: Sub-Graph Localization for Temporal Action Detection (CVPR 2020) paper code.PyTorch video
- (AGCN-P-3DCNNs) Graph Attention based Proposal 3D ConvNets for Action Detection (AAAI 2020) paper
- (PBRNet) Progressive Boundary Refinement Network for Temporal Action Detection (AAAI 2020) paper
- (TsaNet) Scale Matters: Temporal Scale Aggregation Network for Precise Action Localization in Untrimmed Videos (ICME 2020) paper
- Constraining Temporal Relationship for Action Localization (arxiv 2020) paper
- (CBR-Net) CBR-Net: Cascade Boundary Refinement Network for Action Detection: Submission to ActivityNet Challenge 2020 (Task 1) (ActivityNet Challenge 2020) paper
- (CMS-RC3D) Contextual Multi-Scale Region Convolutional 3D Network for Activity Detection (ICCVBIC 2019) paper
- (TGM) Temporal Gaussian Mixture Layer for Videos (ICML 2019) paper code.PyTorch
- (Decouple-SSAD) Decoupling Localization and Classification in Single Shot Temporal Action Detection (ICME 2019) paper code.TensorFlow
- Exploring Feature Representation and Training strategies in Temporal Action Localization (ICIP 2019) paper
- (PGCN) Graph Convolutional Networks for Temporal Action Localization (ICCV 2019) paper code.PyTorch
- (S-2D-TAN) Learning Sparse 2D Temporal Adjacent Networks for Temporal Action Localization (ICCV 2019) (winner solution for the HACS Temporal Action Localization Challenge at ICCV 2019) paper
- (2D-TAN) Learning 2D Temporal Adjacent Networks for Moment Localization with Natural Language (AAAI 2020) paper code.PyTorch
- (LCDC) Learning Motion in Feature Space: Locally-Consistent Deformable Convolution Networks for Fine-Grained Action Detection (ICCV 2019) paper slide code.TensorFlow
- (BLP) BLP -- Boundary Likelihood Pinpointing Networks for Accurate Temporal Action Localization (ICASSP 2019) paper
- (GTAN) Gaussian Temporal Awareness Networks for Action Localization (CVPR 2019) paper
- Temporal Action Localization using Long Short-Term Dependency (arxiv 2019) paper
- Relation Attention for Temporal Action Localization (IEEE Trans TMM 2019) paper
- (C-TCN) Deep Concept-wise Temporal Convolutional Networks for Action Localization (arxiv 2019) paper code.PaddlePaddle
- (AFO-TAD) AFO-TAD: Anchor-free One-Stage Detector for Temporal Action Detection (arxiv 2019) paper
- (DBS) Video Imprint Segmentation for Temporal Action Detection in Untrimmed Videos (AAAI 2019) paper
- Diagnosing Error in Temporal Action Detectors (ECCV 2018) paper
- (ETP) Precise Temporal Action Localization by Evolving Temporal Proposals (ICMR 2018) paper
- (Action Search) Action Search: Spotting Actions in Videos and Its Application to Temporal Action Localization (ECCV 2018) paper code.TensorFlow
- (TAL-Net) Rethinking the Faster R-CNN Architecture for Temporal Action Localization (CVPR 2018) paper
- One-shot Action Localization by Learning Sequence Matching Network (CVPR 2018) paper
- Temporal Action Detection by Joint Identification-Verification (arxiv 2018) paper
- (TPC) Exploring Temporal Preservation Networks for Precise Temporal Action Localization (AAAI 2018) paper
- (SAP) A Self-Adaptive Proposal Model for Temporal Action Detection based on Reinforcement Learning (AAAI 2018) paper code.Torch
- (TCN) Temporal Context Network for Activity Localization in Videos (ICCV 2017) paper code.caffe
- (SSN) Temporal Action Detection with Structured Segment Networks (ICCV 2017) paper code.PyTorch
- (R-C3D) R-C3D: Region Convolutional 3D Network for Temporal Activity Detection (ICCV 2017) paper code.caffe code.PyTorch
- (TCNs) Temporal Convolutional Networks for Action Segmentation and Detection (CVPR 2017) paper code.TensorFlow
- (SMS) Temporal Action Localization by Structured Maximal Sums (CVPR 2017) paper code
- (SCC) SCC: Semantic Context Cascade for Efficient Action Detection (CVPR 2017) paper
- (CDC) CDC: Convolutional-De-Convolutional Networks for Precise Temporal Action Localization in Untrimmed Videos (CVPR 2017) paper code project
- (SS-TAD) End-to-End, Single-Stream Temporal ActionDetection in Untrimmed Videos (BMVC 2017) paper code.PyTorch
- (CBR) Cascaded Boundary Regression for Temporal Action Detection (BMVC 2017) paper code.TensorFlow
- (SSAD) Single Shot Temporal Action Detection (ACM MM 2017) paper
- (PSDF) Temporal Action Localization with Pyramid of Score Distribution Features (CVPR 2016) paper
- Temporal Action Detection using a Statistical Language Model (CVPR 2016) paper code
- (S-CNN) Temporal Action Localization in Untrimmed Videos via Multi-stage CNNs (CVPR 2016) paper code project
- End-to-end Learning of Action Detection from Frame Glimpses in Videos (CVPR 2016) paper code
- (WSGN) Weakly Supervised Gaussian Networks for Action Detection (WACV 2020) paper
- Weakly Supervised Temporal Action Localization Using Deep Metric Learning (WACV 2020) paper code.PyTorch
- Action Graphs: Weakly-supervised Action Localization with Graph Convolution Networks (WACV 2020) paper code.PyTorch
- (DGAM) Weakly-Supervised Action Localization by Generative Attention Modeling (CVPR 2020) paper code.PyTorch
- (EM-MIL) Weakly-Supervised Action Localization with Expectation-Maximization Multi-Instance Learning (arxiv 2020) paper
- Relational Prototypical Network for Weakly Supervised Temporal ActionLocalization (AAAI 2020) paper
- (BaS-Net) Background Suppression Networkfor Weakly-supervised Temporal Action Localization (AAAI 2020) paper code.PyTorch
- Background Modeling via Uncertainty Estimation for Weakly-supervised Action Localization (arxiv 2020) paper code.PyTorch
- (A2CL-PT) Adversarial Background-Aware Loss for Weakly-supervised Temporal Activity Localization (ECCV 2020) paper code.PyTorch
- Two-Stream Consensus Network for Weakly-Supervised Temporal Action Localization (ECCV 2020) paper
- Weakly Supervised Temporal Action Localization with Segment-Level Labels (arxiv 2020) paper
- (ECM) Equivalent Classification Mapping for Weakly Supervised Temporal Action Localization (arxiv 2020) paper
- (AdapNet) AdapNet: Adaptability Decomposing Encoder-Decoder Network for Weakly Supervised Action Recognition and Localization (IEEE Transactions on Neural Networks and Learning Systems) paper
- Breaking Winner-Takes-All: Iterative-Winners-Out Networks for Weakly Supervised Temporal Action Localization (IEEE Transactions on Image Processing) paper
- Weakly-Supervised Temporal Localization via Occurrence Count Learning (ICML 2019) paper code.TensorFlow
- (MAAN) Marginalized Average Attentional Network for Weakly-Supervised Learning (ICLR 2019) paper code.PyTorch
- Weakly-supervised Action Localization with Background Modeling (ICCV 2019) paper
- (TSM) Temporal Structure Mining for Weakly Supervised Action Detection (ICCV 2019) paper
- (CleanNet) Weakly Supervised Temporal Action Localization through Contrast basedEvaluation Networks (ICCV 2019) paper
- (3C-Net) 3C-Net: Category Count and Center Loss for Weakly-Supervised Action Localization (ICCV 2019) paper code.PyTorch
- (CMCS) Completeness Modeling and Context Separation for Weakly SupervisedTemporal Action Localization (CVPR 2019) paper code.PyTorch
- (RefineLoc) RefineLoc: Iterative Refinement for Weakly-Supervised Action Localization (arxiv 2019) paper homepage
- (TTC-Loc) Towards Train-Test Consistency for Semi-supervised Temporal Action Localization (arxiv 2019) (version v3 for LPAT) paper
- (ASSG) Adversarial Seeded Sequence Growing for Weakly-Supervised Temporal Action Localization (ACM MM 2019) paper
- (TSRNet) Learning Transferable Self-attentive Representations for Action Recognition in Untrimmed Videos with Weak Supervision (AAAI 2019) paper
- (STAR) Segregated Temporal Assembly Recurrent Networks for Weakly Supervised Multiple Action Detection (AAAI 2019) paper
- (STPN) Weakly Supervised Action Localization by Sparse Temporal Pooling Network (CVPR 2018) paper
- (UntrimmedNets) UntrimmedNets for Weakly Supervised Action Recognition and Detection (CVPR 2017) paper code.caffe
- Weakly Supervised Action Learning with RNN based Fine-to-coarse Modeling (CVPR 2017) paper