SOTAVerified

Activity Detection

Detecting activities in extended videos.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 301–350 of 380 papers

TitleStatusHype
Harvesting Ambient RF for Presence Detection Through Deep LearningCode1
3D ResNet with Ranking Loss Function for Abnormal Activity Detection in Videos—0
End-to-End Automatic Speech Recognition Integrated With CTC-Based Voice Activity Detection—0
Faster Activity and Data Detection in Massive Random Access: A Multi-armed Bandit Approach—0
Personalized Activity Recognition with Deep Triplet EmbeddingsCode0
End-Point Detection with State Transition Model based on Chunk-Wise Classification—0
DASZL: Dynamic Action Signatures for Zero-shot Learning—0
Intelligent Reflecting Surface for Massive Device Connectivity: Joint Activity Detection and Channel Estimation—0
The Speed Submission to DIHARD II: Contributions & Lessons Learned—0
pyannote.audio: neural building blocks for speaker diarizationCode3
A Bin Encoding Training of a Spiking Neural Network-based Voice Activity Detection—0
Multimodal Learning For Classroom Activity Detection—0
Spiking neural networks trained with backpropagation for low power neuromorphic implementation of voice activity detection—0
Self-Adaptive Soft Voice Activity Detection using Deep Neural Networks for Robust Speaker Verification—0
Multi-timescale Trajectory Prediction for Abnormal Human Activity Detection—0
Personal VAD: Speaker-Conditioned Voice Activity DetectionCode0
Multi-task Self-Supervised Learning for Human Activity Detection—0
An Acoustic Emission Activity Detection Method based on Short-Term Waveform Features: Application to Metallic Components under Uniaxial Tensile Test—0
vireoJD-MM at Activity Detection in Extended Videos—0
The Second DIHARD Diarization Challenge: Dataset, task, and baselinesCode0
rVAD: An Unsupervised Segment-Based Robust Voice Activity Detection MethodCode0
Two-Stream Region Convolutional 3D Network for Temporal Activity Detection—0
Follow the Attention: Combining Partial Pose and Object Motion for Fine-Grained Action Detection—0
An Ensemble SVM-based Approach for Voice Activity Detection—0
Similarity R-C3D for Few-shot Temporal Activity Detection—0
Tri-axial Self-Attention for Concurrent Activity Recognition—0
Computational Graph Approach for Detection of Composite Human Activities—0
Structure-Aware Convolutional Neural NetworksCode0
Sequence Block based Compressed Sensing Multiuser Detection for 5G—0
End-to-end Audiovisual Speech Activity Detection with Bimodal Recurrent Neural Models—0
AAD: Adaptive Anomaly Detection through traffic surveillance videos—0
Dynamic Temporal Pyramid Network: A Closer Look at Multi-Scale Modeling for Activity Detection—0
DFTerNet: Towards 2-bit Dynamic Fusion Networks for Accurate Human Activity Recognition—0
Action Detection from a Robot-Car Perspective—0
S3D: Single Shot multi-Span Detector via Fully 3D Convolutional NetworksCode0
PM-GANs: Discriminative Representation Learning for Action Recognition Using Partial-modalities—0
Fine-grained Activity Recognition in Baseball VideosCode0
Jointly Detecting and Separating Singing Voice: A Multi-Task Approach—0
C3PO: Database and Benchmark for Early-stage Malicious Activity Detection in 3D Printing—0
Temporal Gaussian Mixture Layer for VideosCode0
Frequency domain TRINICON-based blind source separation method with multi-source activity detection for sparsely mixed signals—0
Spatial Morphing Kernel Regression For Feature Interpolation—0
A Convolutional Neural Network Smartphone App for Real-Time Voice Activity DetectionCode0
Contextual Multi-Scale Region Convolutional 3D Network for Activity Detection—0
Recursive Binary Neural Network Learning Model with 2-bit/weight Storage Requirement—0
Overcomplete Frame Thresholding for Acoustic Scene Analysis—0
Learning Latent Super-Events to Detect Multiple Activities in VideosCode0
Budget-Aware Activity Detection with A Recurrent Policy Network—0
Protest Activity Detection and Perceived Violence Estimation from Social Media ImagesCode0
A Nonparametric Model for Multimodal Collaborative Activities Summarization—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1CNN-BiLSTM_bestROC-AUC95.14—Unverified
2CNN-BiLSTM_smallROC-AUC95.13—Unverified
3SG-VAD (ours)ROC-AUC94.3—Unverified
4ADA-VADROC-AUC79.1—Unverified