Tali Dekel

Video editing just got more dynamic! 🚀 Thrilled to share DynaEdit: a training-free, text-based method for non-rigid video editing. Work done during my internship at @GoogleDeepMind with @Roni_Paiss, @kusichan, @inbar_mosseri, @talidekel, @t_michaeli dynaedit.github.io

Sharing that DynVFX, our framework for augmenting real videos with dynamic content, is accepted to SIGGRAPH Asia 2025!🥳 Who is this framework for? EVERYONE. It's tuning-free, zero-shot, and fully automated – All you need to do is give an input video + simple text describing the new content. What's the trick? enforcing the generation to be content-aware of existing scene anchors via selectively extending the attention mechanism in a T2V DiT model. And code is finally out!: github.com/DynVFX/dynvfx Read the paper for more details: arxiv.org/abs/2502.03621 Website: dynvfx.github.io Grateful for presenting it recently at #MIT and next week at #SIGGRAPHAsia2025! With the amazing @RafailFridman, @omerbartal, @talidekel

Image editing? Video editing? What about image collections? Excited to share our latest work: Match-and-Fuse 🪇 match-and-fuse.github.io Check out how we tackle the largely unexplored task of set-to-set generation in a training-free mask-free manner by leveraging the off-the-shelf 2D matches and the emergent grid prior of T2I models in a joint framework. Work with the amazing @omri_kaduri and @talidekel 🧵 [1/3]

Veo 3 dropped about 100 hours ago, and it's been on 🔥🔥🔥 ever since Now, we’re excited to announce: + 71 new countries have access + Pro subscribers get a trial pack of Veo 3 on the web (mobile soon) + Ultra subscribers get the highest # of Veo 3 gens w/ refreshes How to try it… ➡️ Gemini (gemini.google): * Great for everyone - click the Video chip in the prompt bar, and just describe your video * Pro subscribers now get a 10-pack so you can try it * Ultra: MAX limits, daily refresh! ➡️ Flow (flow.google): * Great for AI filmmakers * Pro: 10 gens/month * Ultra: Now 125 gens/month (up from 83)!

Excited to share that "TokenVerse: Versatile Multi-concept Personalization in Token Modulation Space" got accepted to SIGGRAPH 2025! It tackles disentangling complex visual concepts from as little as a single image and re-composing concepts across multiple images into a coherent result. token-verse.github.io #SIGGRAPH2025

Understanding the inner workings of foundation models is key for unlocking their full potential. While the research community has explored this for LLMs, CLIP, and text-to-image models, it's time to turn our focus to VLMs. Let's dive in! 🌟 vision-of-vlm.github.io

🔍 Unveiling new insights into Vision-Language Models (VLMs)! In collaboration with @OneViTaDay & @talidekel, we analyzed LLaVA-1.5-7B & InternVL2-76B to uncover how these models process visual data. 🧵 vision-of-vlm.github.io

We are excited to introduce "VidPanos: Generative Panoramic Videos from Casual Panning Videos" VidPanos converts phone-captured panning videos into (fully playing) video panoramas, instead of the usual (static) image panoramas. Website: vidpanos.github.io Paper: arxiv.org/abs/2410.13832 1/n

Introducing✨Still-Moving✨—our work from @GoogleDeepMind that lets you apply *any* image customization method to video models🎥 Personalization (DreamBooth)🐶stylization (StyleDrop) 🎨 ControlNet🖼️—ALL in one method! Plus… you can control the amount of generated motion🏃‍♀️ 🧵👇

Excited to present DINO-Tracker (accepted to #ECCV2024)! A novel self-supervised method for long-range dense tracking in video, which harnesses the powerful visual prior of DINO. Project page: dino-tracker.github.io. [1/4] @assaf_singer @OneViTaDay @talidekel

Congratulations to @zhengqi_li, Richard Tucker, @Jimantha, and @holynski_. Their paper “Generative Image Dynamics” received the #CVPR2024 Best Paper Award. Read the paper: arxiv.org/pdf/2309.07906

Weizmann’s Dr. @TaliDekel, among the world’s leading researchers in generative AI, focuses on the hidden capabilities of existing large-scale deep-learning models. Her research with Google led to the development of the recently unveiled Lumiere >> bit.ly/reimaging-imag…

Since 2012, we have been showcasing brilliant women whose work in #VisualTech and #AI is reshaping business and society. We are thrilled to feature 120+ women driving today's tech innovations 🚀 ldv.co/blog/women-spe…