temporal coherence
Temporal coherence is the property of maintaining consistency over time in the outputs of a model, particularly in dynamic scenarios like video processing, where consecutive frames should provide consistent object detection or segmentation.
- A Unified Solution to Video Fusion: From Multi-Frame Learning to Benchmarking
- Advanced Sign Language Video Generation with Compressed and Quantized Multi-Condition Tokenization
- CLIPGaussian: Universal and Multimodal Style Transfer Based on Gaussian Splatting
- FLOWING: Implicit Neural Flows for Structure-Preserving Morphing
- Frame In-N-Out: Unbounded Controllable Image-to-Video Generation
- FreqPolicy: Efficient Flow-based Visuomotor Policy via Frequency Consistency
- HAIF-GS: Hierarchical and Induced Flow-Guided Gaussian Splatting for Dynamic Scene
- Improve Temporal Reasoning in Multimodal Large Language Models via Video Contrastive Decoding
- One-Step Diffusion for Detail-Rich and Temporally Consistent Video Super-Resolution
- Oryx: a Scalable Sequence Model for Many-Agent Coordination in Offline MARL
- PhysDiff-VTON: Cross-Domain Physics Modeling and Trajectory Optimization for Virtual Try-On
- Puppeteer: Rig and Animate Your 3D Models
- See&Trek: Training-Free Spatial Prompting for Multimodal Large Language Model
- Smooth Regularization for Efficient Video Recognition
- StateSpaceDiffuser: Bringing Long Context to Diffusion World Models