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
- (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
- (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
- (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