Video Understanding

Separable Flow: Learning Motion Cost Volumes for Optical Flow Estimation ICCV 2021 SG-Net: Spatial Granularity Network for One-Stage Video Instance Segmentation CVPR 2021 Shifted Chunk Transformer for Spatio-Temporal Representational Learning NeurIPS 2021 Shot Contrastive Self-Supervised Learning for Scene Boundary Detection CVPR 2021 SIMONe: View-Invariant, Temporally-Abstracted Object Representations via Unsupervised Video Decomposition NeurIPS 2021 Sketch, Ground, and Refine: Top-Down Dense Video Captioning CVPR 2021 SLAMP: Stochastic Latent Appearance and Motion Prediction ICCV 2021 Social Fabric: Tubelet Compositions for Video Relation Detection ICCV 2021 Space-Time Crop & Attend: Improving Cross-Modal Video Representation Learning ICCV 2021 Spatial-Temporal Correlation and Topology Learning for Person Re-Identification in Videos CVPR 2021 Spatiotemporal Contrastive Video Representation Learning CVPR 2021 Spatiotemporal Registration for Event-Based Visual Odometry CVPR 2021 SSA2D: Single Shot Actor-Action Detection in Videos (Student Abstract) AAAI 2021 SSAN: Separable Self-Attention Network for Video Representation Learning CVPR 2021 SSTVOS: Sparse Spatiotemporal Transformers for Video Object Segmentation CVPR 2021 STMTrack: Template-Free Visual Tracking With Space-Time Memory Networks CVPR 2021 Structured Multi-Level Interaction Network for Video Moment Localization via Language Query CVPR 2021 STVGBert: A Visual-Linguistic Transformer Based Framework for Spatio-Temporal Video Grounding ICCV 2021 Supervoxel Attention Graphs for Long-Range Video Modeling WACV 2021 SUTD-TrafficQA: A Question Answering Benchmark and an Efficient Network for Video Reasoning Over Traffic Events CVPR 2021 S-VVAD: Visual Voice Activity Detection by Motion Segmentation WACV 2021 SyMetric: Measuring the Quality of Learnt Hamiltonian Dynamics Inferred from Vision NeurIPS 2021 T2VLAD: Global-Local Sequence Alignment for Text-Video Retrieval CVPR 2021 Target Adaptive Context Aggregation for Video Scene Graph Generation ICCV 2021 Target-Aware Object Discovery and Association for Unsupervised Video Multi-Object Segmentation CVPR 2021