4 stories tagged with #generative-models, in publish-time order across the WeSearch catalog. Tag pages update as new stories ingest.
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AVBench: Human-Aligned and Automated Evaluation Benchmark for Audio-Video Generative Models
Rapid advances in audio-video (AV) generation have enabled high-fidelity synthesis with synchronized sound, particularly for human-related scenarios involving speech and interactio…
Tiny-Engram: Trigger-Indexed Concept Tables for Generative Vision
Current personalization methods for generative vision models typically encode new concepts through continuous adapters or weight updates, yet provide limited control over whether a…
Latent Process Generator Matching
Many recent flow-matching and diffusion-style generative models rely on auxiliary stochastic dynamics during training: a richer process is simulated to define conditional targets, …
$f$-Trajectory Balance: A Loss Family for Tuning GFlowNets, Generative Models, and LLMs with Off- and On-Policy Data
In GFlowNets and variational inference, it has been shown that the mean square error between target and model log probabilities is an effective, low variance, surrogate loss for tr…