vicreg loss, self-supervised learning
Variance invariance covariance regularization.
244 technical terms and definitions
Variance invariance covariance regularization.
Self-supervised with explicit regularization terms.
Vicuna fine-tunes on user-shared conversations from ChatGPT achieving strong performance.
Vicuna is LMSYS fine-tune of Llama. ShareGPT conversations.
Generate descriptions of videos.
Describe video content.
Fill large spatiotemporal holes.
Remove motion blur from video.
Reduce noise in video.
Generate videos with diffusion.
Video diffusion models extend image diffusion to temporal dimension for video synthesis.
Modify videos via diffusion.
Video generation synthesizes temporally coherent sequences of frames.
Generate video sequences from text or images.
Video generation extends images through time. Temporal consistency is challenge. Sora, Runway, Pika.
Localize moments described by text.
Video inpainting fills missing regions across time maintaining temporal coherence.
Fill missing regions in video.
Segment and track object instances.
Extract foreground from video.
Remove objects and fill background.
Segment objects across video frames.
Unified semantic and instance segmentation.
Video prediction forecasts future frames given observed sequence.
Predict future frames.
Answer complex questions about videos.
Answer questions about videos.
Search for relevant videos.
Remove camera shake.
Apply style consistently across frames.
Apply style to videos.
Video super-resolution increases spatial resolution leveraging temporal information.
Increase video resolution.
Swin transformer adapted to video.
Various transformer designs for video.
Learn from video-text pairs.
Video generation models create videos from text or images. Emerging field with models like Sora showing impressive results.
Encode viewing direction.
View factors quantify geometric configuration affecting radiative heat exchange between surfaces.
Create different perspectives of data.
Reference vs duplicate tensors.
Violin plots combine box plots with density estimation showing full distributions.
Adversarial regularization for semi-supervised.
Isolated Python environments.
Simulate entire fab operations.
Simulate entire process flow before manufacturing.
Virtual metrology predicts measurements from process data reducing physical measurement needs.
Predict measurements from tool sensor data.
Predict metrology results from tool sensor data without physical measurement.
Computationally screen compound libraries.