| Real-Time Video Inference on Edge Devices via Adaptive Model Streaming | Jun 11, 2020 | Knowledge DistillationSemantic Segmentation | CodeCode Available | 1 |
| Video Instance Segmentation Tracking With a Modified VAE Architecture | Jun 1, 2020 | Instance Segmentationobject-detection | —Unverified | 0 |
| Visual-Textual Capsule Routing for Text-Based Video Segmentation | Jun 1, 2020 | Action LocalizationReferring Expression Segmentation | —Unverified | 0 |
| D3S - A Discriminative Single Shot Segmentation Tracker | Jun 1, 2020 | ObjectObject Tracking | —Unverified | 0 |
| Temporal Aggregate Representations for Long-Range Video Understanding | Jun 1, 2020 | Action AnticipationAction Recognition | CodeCode Available | 1 |
| Tamed Warping Network for High-Resolution Semantic Video Segmentation | May 4, 2020 | Motion EstimationReal-Time Semantic Segmentation | —Unverified | 0 |
| Physarum Powered Differentiable Linear Programming Layers and Applications | Apr 30, 2020 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 |
| LSM: Learning Subspace Minimization for Low-level Vision | Apr 20, 2020 | Image SegmentationOptical Flow Estimation | —Unverified | 0 |
| Real-Time Segmentation Networks should be Latency Aware | Apr 6, 2020 | Autonomous VehiclesScene Segmentation | —Unverified | 0 |
| Context Modulated Dynamic Networks for Actor and Action Video Segmentation with Language Queries | Apr 3, 2020 | Referring Expression SegmentationVideo Segmentation | —Unverified | 0 |
| TapLab: A Fast Framework for Semantic Video Segmentation Tapping into Compressed-Domain Knowledge | Mar 30, 2020 | GPUImage Segmentation | CodeCode Available | 1 |
| Coronary Artery Segmentation in Angiographic Videos Using A 3D-2D CE-Net | Mar 26, 2020 | Coronary Artery SegmentationSegmentation | —Unverified | 0 |
| Efficient Semantic Video Segmentation with Per-frame Inference | Feb 26, 2020 | Knowledge DistillationOptical Flow Estimation | CodeCode Available | 1 |
| Unsupervised Temporal Video Segmentation as an Auxiliary Task for Predicting the Remaining Surgery Duration | Feb 26, 2020 | Auxiliary LearningSurgical phase recognition | —Unverified | 0 |
| Zero-Shot Video Object Segmentation via Attentive Graph Neural Networks | Jan 19, 2020 | Graph Neural NetworkSegmentation | CodeCode Available | 1 |
| Efficient Video Semantic Segmentation with Labels Propagation and Refinement | Dec 26, 2019 | CPUGPU | —Unverified | 0 |
| Symmetric block-low-rank layers for fully reversible multilevel neural networks | Dec 14, 2019 | Video SegmentationVideo Semantic Segmentation | —Unverified | 0 |
| Automatic Video Object Segmentation via Motion-Appearance-Stream Fusion and Instance-aware Segmentation | Dec 3, 2019 | Foreground SegmentationInstance Segmentation | —Unverified | 0 |
| Every Frame Counts: Joint Learning of Video Segmentation and Optical Flow | Nov 28, 2019 | Optical Flow EstimationSegmentation | —Unverified | 0 |
| Sequential image processing methods for improving semantic video segmentation algorithms | Oct 29, 2019 | Autonomous DrivingObject | —Unverified | 0 |
| SegEQA: Video Segmentation Based Visual Attention for Embodied Question Answering | Oct 1, 2019 | Embodied Question AnsweringQuestion Answering | —Unverified | 0 |
| Asymmetric Cross-Guided Attention Network for Actor and Action Video Segmentation From Natural Language Query | Oct 1, 2019 | Referring Expression SegmentationSegmentation | CodeCode Available | 0 |
| Weakly Supervised Energy-Based Learning for Action Segmentation | Sep 28, 2019 | Action SegmentationSegmentation | CodeCode Available | 0 |
| Mining Minimal Map-Segments for Visual Place Classifiers | Sep 15, 2019 | SegmentationVideo Segmentation | —Unverified | 0 |
| MSU-Net: Multiscale Statistical U-Net for Real-time 3D Cardiac MRI Video Segmentation | Sep 15, 2019 | SegmentationVideo Segmentation | —Unverified | 0 |
| Exploiting Temporality for Semi-Supervised Video Segmentation | Aug 29, 2019 | DecoderImage Segmentation | CodeCode Available | 0 |
| Separable Convolutional LSTMs for Faster Video Segmentation | Jul 16, 2019 | GPUImage Segmentation | CodeCode Available | 1 |
| Global Optimality Guarantees for Nonconvex Unsupervised Video Segmentation | Jul 9, 2019 | ObjectSegmentation | —Unverified | 0 |
| Dynamic Face Video Segmentation via Reinforcement Learning | Jul 2, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Learning Unsupervised Video Object Segmentation Through Visual Attention | Jun 1, 2019 | ObjectSegmentation | CodeCode Available | 0 |
| Object Instance Annotation With Deep Extreme Level Set Evolution | Jun 1, 2019 | ObjectSegmentation | CodeCode Available | 0 |
| OVSNet : Towards One-Pass Real-Time Video Object Segmentation | May 24, 2019 | Objectobject-detection | —Unverified | 0 |
| Fully Hyperbolic Convolutional Neural Networks | May 24, 2019 | Depth EstimationGeneral Classification | —Unverified | 0 |
| Semantic Segmentation of Video Sequences with Convolutional LSTMs | May 3, 2019 | DecoderImage Segmentation | CodeCode Available | 1 |
| Self-supervised Learning for Video Correspondence Flow | May 2, 2019 | Self-Supervised LearningSemi-Supervised Video Object Segmentation | CodeCode Available | 0 |
| VORNet: Spatio-temporally Consistent Video Inpainting for Object Removal | Apr 14, 2019 | Image InpaintingObject | —Unverified | 0 |
| MAIN: Multi-Attention Instance Network for Video Segmentation | Apr 11, 2019 | One-shot visual object segmentationSegmentation | —Unverified | 0 |
| Prediction-Tracking-Segmentation | Apr 5, 2019 | PredictionSegmentation | —Unverified | 0 |
| Architecture Search of Dynamic Cells for Semantic Video Segmentation | Apr 4, 2019 | GPUNeural Architecture Search | —Unverified | 0 |
| Spatiotemporal CNN for Video Object Segmentation | Apr 4, 2019 | ObjectSegmentation | CodeCode Available | 0 |
| Rethinking the Evaluation of Video Summaries | Mar 27, 2019 | Video SegmentationVideo Semantic Segmentation | CodeCode Available | 0 |
| End to End Video Segmentation for Driving : Lane Detection For Autonomous Car | Dec 13, 2018 | Autonomous DrivingLane Detection | —Unverified | 0 |
| Meta Learning Deep Visual Words for Fast Video Object Segmentation | Dec 4, 2018 | Meta-LearningObject | CodeCode Available | 0 |
| Multi-modal Capsule Routing for Actor and Action Video Segmentation Conditioned on Natural Language Queries | Dec 2, 2018 | Action LocalizationNatural Language Queries | —Unverified | 0 |
| CCNet: Criss-Cross Attention for Semantic Segmentation | Nov 28, 2018 | Computational EfficiencyGPU | CodeCode Available | 0 |
| Creatures great and SMAL: Recovering the shape and motion of animals from video | Nov 14, 2018 | Video SegmentationVideo Semantic Segmentation | —Unverified | 0 |
| Mask Propagation Network for Video Object Segmentation | Oct 24, 2018 | Instance SegmentationObject | —Unverified | 0 |
| YouTube-VOS: A Large-Scale Video Object Segmentation Benchmark | Sep 6, 2018 | Image SegmentationObject | —Unverified | 0 |
| Unsupervised Video Object Segmentation using Motion Saliency-Guided Spatio-Temporal Propagation | Sep 4, 2018 | Deep LearningOptical Flow Estimation | —Unverified | 0 |
| YouTube-VOS: Sequence-to-Sequence Video Object Segmentation | Sep 3, 2018 | Image SegmentationObject | CodeCode Available | 1 |
