VideoMAC: Video Masked Autoencoders Meet ConvNets Feb 29, 2024 Pose Tracking Representation Learning
Code Code Available Lester: rotoscope animation through video object segmentation and tracking Feb 15, 2024 3D Human Pose Estimation Object
Code Code Available We're Not Using Videos Effectively: An Updated Domain Adaptive Video Segmentation Baseline Feb 1, 2024 Benchmarking Domain Adaptation
Code Code Available 1st Place Solution for 5th LSVOS Challenge: Referring Video Object Segmentation Jan 1, 2024 Object Referring Video Object Segmentation
Code Code Available Tracking with Human-Intent Reasoning Dec 29, 2023 Language Modelling Object
Code Code Available DVIS++: Improved Decoupled Framework for Universal Video Segmentation Dec 20, 2023 Contrastive Learning Denoising
Code Code Available AutoVisual Fusion Suite: A Comprehensive Evaluation of Image Segmentation and Voice Conversion Tools on HuggingFace Platform Dec 17, 2023 Image Segmentation Segmentation
Code Code Available Efficient Multimodal Semantic Segmentation via Dual-Prompt Learning Dec 1, 2023 Decoder object-detection
Code Code Available A Simple Video Segmenter by Tracking Objects Along Axial Trajectories Nov 30, 2023 GPU Object
Code Code Available Betrayed by Attention: A Simple yet Effective Approach for Self-supervised Video Object Segmentation Nov 29, 2023 Clustering Object
Code Code Available SEGIC: Unleashing the Emergent Correspondence for In-Context Segmentation Nov 24, 2023 Meta-Learning One-Shot Segmentation
Code Code Available Unified Domain Adaptive Semantic Segmentation Nov 22, 2023 Data Augmentation Optical Flow Estimation
Code Code Available Concatenated Masked Autoencoders as Spatial-Temporal Learner Nov 2, 2023 Action Recognition Data Augmentation
Code Code Available Mask Propagation for Efficient Video Semantic Segmentation Oct 29, 2023 Semantic Segmentation Video Semantic Segmentation
Code Code Available Treating Motion as Option with Output Selection for Unsupervised Video Object Segmentation Sep 26, 2023 Object Optical Flow Estimation
Code Code Available MediViSTA: Medical Video Segmentation via Temporal Fusion SAM Adaptation for Echocardiography Sep 24, 2023 Image Segmentation Medical Image Segmentation
Code Code Available PanoVOS: Bridging Non-panoramic and Panoramic Views with Transformer for Video Segmentation Sep 21, 2023 Autonomous Driving Segmentation
Code Code Available GraphEcho: Graph-Driven Unsupervised Domain Adaptation for Echocardiogram Video Segmentation Sep 20, 2023 Domain Adaptation Graph Matching
Code Code Available CATR: Combinatorial-Dependence Audio-Queried Transformer for Audio-Visual Video Segmentation Sep 18, 2023 Video Segmentation Video Semantic Segmentation
Code Code Available Integrating Boxes and Masks: A Multi-Object Framework for Unified Visual Tracking and Segmentation Aug 25, 2023 Object Object Tracking
Code Code Available LaRS: A Diverse Panoptic Maritime Obstacle Detection Dataset and Benchmark Aug 18, 2023 Diversity Panoptic Segmentation
Code Code Available Isomer: Isomerous Transformer for Zero-shot Video Object Segmentation Aug 13, 2023 Semantic Segmentation Video Object Segmentation
Code Code Available Stochastic positional embeddings improve masked image modeling Jul 31, 2023 Language Modelling Masked Language Modeling
Code Code Available Spectrum-guided Multi-granularity Referring Video Object Segmentation Jul 25, 2023 Object Referring Expression Segmentation
Code Code Available OnlineRefer: A Simple Online Baseline for Referring Video Object Segmentation Jul 18, 2023 Referring Expression Segmentation Referring Video Object Segmentation
Code Code Available NVDS+: Towards Efficient and Versatile Neural Stabilizer for Video Depth Estimation Jul 17, 2023 3D Reconstruction Depth Estimation
Code Code Available RefSAM: Efficiently Adapting Segmenting Anything Model for Referring Video Object Segmentation Jul 3, 2023 Image Segmentation Referring Expression
Code Code Available LoSh: Long-Short Text Joint Prediction Network for Referring Video Object Segmentation Jun 14, 2023 Referring Expression Segmentation Referring Video Object Segmentation
Code Code Available 3rd Place Solution for PVUW2023 VSS Track: A Large Model for Semantic Segmentation on VSPW Jun 4, 2023 Position Segmentation
Code Code Available SOC: Semantic-Assisted Object Cluster for Referring Video Object Segmentation May 26, 2023 cross-modal alignment Object
Code Code Available Referred by Multi-Modality: A Unified Temporal Transformer for Video Object Segmentation May 25, 2023 Object Referring Expression Segmentation
Code Code Available UVOSAM: A Mask-free Paradigm for Unsupervised Video Object Segmentation via Segment Anything Model May 22, 2023 Image Segmentation Object
Code Code Available Event-Free Moving Object Segmentation from Moving Ego Vehicle Apr 28, 2023 Autonomous Driving Benchmarking
Code Code Available Bootstrapping Objectness from Videos by Relaxed Common Fate and Visual Grouping Apr 17, 2023 Motion Segmentation Object
Code Code Available Segment Everything Everywhere All at Once Apr 13, 2023 All Decoder
Code Code Available Boosting Video Object Segmentation via Space-time Correspondence Learning Apr 13, 2023 Object Segmentation
Code Code Available DropMAE: Masked Autoencoders with Spatial-Attention Dropout for Tracking Tasks Apr 2, 2023 Diversity Object Tracking
Code Code Available Reliability-Hierarchical Memory Network for Scribble-Supervised Video Object Segmentation Mar 25, 2023 Semantic Segmentation Video Object Segmentation
Code Code Available CrOC: Cross-View Online Clustering for Dense Visual Representation Learning Mar 23, 2023 Clustering Online Clustering
Code Code Available Tube-Link: A Flexible Cross Tube Framework for Universal Video Segmentation Mar 22, 2023 Contrastive Learning Segmentation
Code Code Available Two-shot Video Object Segmentation Mar 21, 2023 Object Pseudo Label
Code Code Available Adaptive Multi-source Predictor for Zero-shot Video Object Segmentation Mar 18, 2023 Object Optical Flow Estimation
Code Code Available Global Knowledge Calibration for Fast Open-Vocabulary Segmentation Mar 16, 2023 Knowledge Distillation Open Vocabulary Semantic Segmentation
Code Code Available Guided Slot Attention for Unsupervised Video Object Segmentation Mar 15, 2023 Object Semantic Segmentation
Code Code Available Efficient Semantic Segmentation by Altering Resolutions for Compressed Videos Mar 13, 2023 Segmentation Semantic Segmentation
Code Code Available Video-SwinUNet: Spatio-temporal Deep Learning Framework for VFSS Instance Segmentation Feb 22, 2023 Decoder Image Segmentation
Code Code Available PolyFormer: Referring Image Segmentation as Sequential Polygon Generation Feb 14, 2023 Decoder Image Segmentation
Code Code Available Self-Supervised Unseen Object Instance Segmentation via Long-Term Robot Interaction Feb 7, 2023 Instance Segmentation Multi-Object Tracking
Code Code Available TarViS: A Unified Approach for Target-based Video Segmentation Jan 6, 2023 Instance Segmentation Panoptic Segmentation
Code Code Available End-to-End Video Matting With Trimap Propagation Jan 1, 2023 Image Matting Segmentation
Code Code Available 