Universal Transformer (recurrent self-attention with ACT) small universal transformer history not forward validated unknown 23 ops
Universal Transformer (recurrent self-attention with ACT) small universal transformer time-series_dynamics not forward validated unknown 23 ops
UniVLA (unified vision-language-action autoregressive transformer) medium univla unified history not forward validated unknown 82 ops
UPerNet_convnext_base large upernet convnext vision_segmentation not forward validated unknown 529 ops
UPerNet_convnext_tiny large upernet convnext vision_segmentation not forward validated unknown 529 ops
upernet:semantic-segmentation large upernet semantic vision_classification-backbone not forward validated unknown 529 ops
USAD reference UsadModel small usad reference time-series_dynamics not forward validated unknown 15 ops
USAD reference UsadModel (two-decoder anomaly autoencoder) small usad reference history not forward validated unknown 15 ops
USAD (two-decoder adversarial autoencoder) small usad two history not forward validated unknown 26 ops
Uttley conditional-probability machine / Informon small uttley conditional history not forward validated unknown 14 ops
uvit_diffusion medium uvit diffusion vision_classification-backbone not forward validated unknown 142 ops
V-JEPA ViT-Huge (joint embedding predictive video ViT) small v jepa history not forward validated unknown 18 ops
V-JEPA ViT-Huge (latent video joint-embedding predictor) medium v jepa history not forward validated unknown 91 ops
V-JEPA ViT-Large (joint embedding predictive video ViT) small v jepa history not forward validated unknown 18 ops
V-JEPA ViT-Large (latent video joint-embedding predictor) medium v jepa history not forward validated unknown 91 ops
V-JEPA2 ViT-G/16 256 (action-conditioned latent video predictor) medium v jepa2 history not forward validated unknown 112 ops
V-JEPA2 ViT-G/16 384 (action-conditioned latent video predictor) medium v jepa2 history not forward validated unknown 112 ops
V-JEPA2 ViT-g16 256 (latent video prediction ViT) small v jepa2 history not forward validated unknown 18 ops
V-JEPA2 ViT-g16 384 (latent video prediction ViT) small v jepa2 history not forward validated unknown 18 ops
V-JEPA2 ViT-H/16 256 (action-conditioned latent video predictor) medium v jepa2 history not forward validated unknown 94 ops
V-JEPA2 ViT-H16 256 (latent video prediction ViT) small v jepa2 history not forward validated unknown 18 ops
V-JEPA2 ViT-L/16 256 (action-conditioned latent video predictor) medium v jepa2 history not forward validated unknown 94 ops
V-JEPA2 ViT-L16 256 (latent video prediction ViT) small v jepa2 history not forward validated unknown 18 ops
VAC-CSLR (CNN + 1D-temporal + BiLSTM CTC sign-language, visual-alignment aux head) small vac cslr history not forward validated unknown 41 ops
VAE with VampPrior (variational mixture of posteriors prior) small vae with history not forward validated unknown 40 ops
VAE with VampPrior (variational mixture of posteriors prior) small vae with generative_diffusion-GAN-flow not forward validated unknown 40 ops
van:image-classification large van image vision_classification-backbone not forward validated unknown 762 ops
VAR (Visual Autoregressive, next-scale coarse-to-fine prediction) medium var visual history not forward validated unknown 181 ops
Variance-Preserving Flow Matching (VP interpolant, sigma-augmented time embedding) small variance preserving history not forward validated unknown 34 ops
Vector Neurons VN-PointNet (SO(3)-equivariant 3D-vector neurons) medium vector neurons history not forward validated unknown 91 ops
Vector Neurons (VNN) medium vector neurons 3D_geometry_NeRF_point-cloud not forward validated unknown 91 ops