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20162025
most citedAn Image is Worth One Word: Personalizing Text-to-Image Generation using Textual Inversion

472 citations · 903 across the 39 of their papers we have counts for

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33 papers · 1 filter

cs.CV2025

In-Context Sync-LoRA for Portrait Video Editing

Sagi Polaczek, Or Patashnik, Ali Mahdavi-Amiri +1

Editing portrait videos is a challenging task that requires flexible yet precise control over a wide range of modifications, such as appearance changes, expression edits, or the ad…

cs.CV2025

Be Decisive: Noise-Induced Layouts for Multi-Subject Generation

Omer Dahary, Yehonathan Cohen, Or Patashnik +2

Generating multiple distinct subjects remains a challenge for existing text-to-image diffusion models. Complex prompts often lead to subject leakage, causing inaccuracies in quanti…

cs.CV2024

TurboEdit: Text-Based Image Editing Using Few-Step Diffusion Models

Gilad Deutch, Rinon Gal, Daniel Garibi +2

Diffusion models have opened the path to a wide range of text-based image editing frameworks. However, these typically build on the multi-step nature of the diffusion backwards pro…

cs.CV20241 cited

Monkey See, Monkey Do: Harnessing Self-attention in Motion Diffusion for Zero-shot Motion Transfer

Sigal Raab, Inbar Gat, Nathan Sala +5

Given the remarkable results of motion synthesis with diffusion models, a natural question arises: how can we effectively leverage these models for motion editing? Existing diffusi…

cs.CV20241 cited

Split-and-Fit: Learning B-Reps via Structure-Aware Voronoi Partitioning

Yilin Liu, Jiale Chen, Shanshan Pan +3

We introduce a novel method for acquiring boundary representations (B-Reps) of 3D CAD models which involves a two-step process: it first applies a spatial partitioning, referred to…

cs.CV2024

pOps: Photo-Inspired Diffusion Operators

Elad Richardson, Yuval Alaluf, Ali Mahdavi-Amiri +1

Text-guided image generation enables the creation of visual content from textual descriptions. However, certain visual concepts cannot be effectively conveyed through language alon…