Hossein Kashiani
@Hossein_serein
PhD student in WVU. Interested in Computer Vision.
ID:1268271506733309958
03-06-2020 20:01:46
149 Tweets
179 Followers
2,4K Following
Classic generative vs discriminative debate has been long-standing in the ML community.
Our #NeurIPS2023 paper shows how to get the best of both worlds -- use the generative model feedback to adapt a discriminative model at test time. Robust on OOD data!
diffusion-tta.github.io
Today, we are releasing Stable Video Diffusion, our first foundation model for generative AI video based on the image model, Stable Foundation. As part of this research preview, the code, weights, and research paper are now available.
Additionally, today you can sign up for our…
🌟[NEW blog post] - Best #ICCV paper highlights: top papers summarized here: theaisummer.com/iccv-2023/
#ICCV2023 #ICCV 2023 #deeplearning #MachineLearning ICCV2021 Google AI AI at Meta NVIDIA AI AI Summer Sergios Karagiannakos
How can we train generative models on 100 examples without pretraining on large datasets? Presenting Adaptive IMLE, which outperforms both GANs and diffusion models. Details at mehranagh20.github.io/AdaIMLE/.
Work w/ Mehran Aghabozorgi and Shichong Peng. Come by our #ICML2023 poster Wed AM
1/2
Excited to turn all the memes into an actual course UMD Department of Computer Science.
Looking forward to developing this course! 🤩
Have you ever wondered if generative models like #diffusion models inherently can solve discriminative tasks?
Presenting our work:
'Diffusion Models Beat GANs on Image Classification'
arxiv: arxiv.org/abs/2307.08702
website: mgwillia.github.io/diff-ssl
hf: huggingface.co/papers/2307.08…🧵