A Hierarchical Transformation-Discriminating Generative Model for Few Shot Anomaly Detection. - Shelly Sheynin; Sagie Benaim; Lior Wolf (ICCV, 2021)

Locally Shifted Attention With Early Global Integration. - Shelly Sheynin; Sagie Benaim; Adam Polyak; Lior Wolf (CoRR, 2021)

Deep learning model of fMRI connectivity predicts PTSD symptom trajectories in recent trauma survivors. - Shelly Sheynin; Lior Wolf; Ziv Ben-Zion; Jony Sheynin; Shira Reznik; Jackob Nimrod Keynan; Roee Admon; Arieh Shalev; Talma Hendler; Israel Liberzon (NeuroImage, 2021)

Make-A-Scene: Scene-Based Text-to-Image Generation with Human Priors. - Oran Gafni; Adam Polyak; Oron Ashual; Shelly Sheynin; Devi Parikh; Yaniv Taigman (ECCV (15), 2022)

kNN-Diffusion: Image Generation via Large-Scale Retrieval. - Shelly Sheynin; Oron Ashual; Adam Polyak; Uriel Singer; Oran Gafni; Eliya Nachmani; Yaniv Taigman (ICLR, 2023)

Text-To-4D Dynamic Scene Generation. - Uriel Singer; Shelly Sheynin; Adam Polyak; Oron Ashual; Iurii Makarov; Filippos Kokkinos; Naman Goyal 001; Andrea Vedaldi; Devi Parikh; Justin Johnson 001; Yaniv Taigman (ICML, 2023)

Scaling Autoregressive Multi-Modal Models: Pretraining and Instruction Tuning. - Lili Yu; Bowen Shi; Ramakanth Pasunuru; Benjamin Muller; Olga Golovneva; Tianlu Wang; Arun Babu; Binh Tang; Brian Karrer; Shelly Sheynin; Candace Ross; Adam Polyak; et al. (CoRR, 2023)

Emu Edit: Precise Image Editing via Recognition and Generation Tasks. - Shelly Sheynin; Adam Polyak; Uriel Singer; Yuval Kirstain; Amit Zohar; Oron Ashual; Devi Parikh; Yaniv Taigman (CVPR, 2024)

Video Editing via Factorized Diffusion Distillation. - Uriel Singer; Amit Zohar; Yuval Kirstain; Shelly Sheynin; Adam Polyak; Devi Parikh; Yaniv Taigman (ECCV (76), 2024)

Movie Gen: A Cast of Media Foundation Models. - Adam Polyak; Amit Zohar; Andrew Brown; Andros Tjandra; Animesh Sinha; Ann Lee 001; Apoorv Vyas; Bowen Shi; Chih-Yao Ma; Ching-Yao Chuang; David Yan; Dhruv Choudhary; et al. (CoRR, 2024)

Through-The-Mask: Mask-based Motion Trajectories for Image-to-Video Generation. - Guy Yariv; Yuval Kirstain; Amit Zohar; Shelly Sheynin; Yaniv Taigman; Yossi Adi; Sagie Benaim; Adam Polyak (CVPR, 2025)

VideoJAM: Joint Appearance-Motion Representations for Enhanced Motion Generation in Video Models. - Hila Chefer; Uriel Singer; Amit Zohar; Yuval Kirstain; Adam Polyak; Yaniv Taigman; Lior Wolf; Shelly Sheynin (CoRR, 2025)