Title
Categorical SDEs with Simplex Diffusion Pierre Harvey Richemond Sander Dieleman Arnaud Doucet DiffM 19 24 0 26 Oct 2022
Full-band General Audio Synthesis with Score-based Diffusion Santiago Pascual Gautam Bhattacharya Chunghsin Yeh Jordi Pons Joan Serrà DiffM 30 33 0 26 Oct 2022
Towards the Detection of Diffusion Model Deepfakes Jonas Ricker Simon Damm Thorsten Holz Asja Fischer DiffM 35 102 0 26 Oct 2022
Lafite2: Few-shot Text-to-Image Generation Yufan Zhou Chunyuan Li Changyou Chen Jianfeng Gao Jinhui Xu DiffM 32 11 0 25 Oct 2022
Vitruvio: 3D Building Meshes via Single Perspective Sketches Alberto Tono Heyaojing Huang Ashwin Agrawal Martin Fischer 29 5 0 24 Oct 2022
Towards Better Few-Shot and Finetuning Performance with Forgetful Causal Language Models Hao Liu Xinyang Geng Lisa Lee Igor Mordatch Sergey Levine Sharan Narang Pieter Abbeel KELM CLL 35 2 0 24 Oct 2022
High-Resolution Image Editing via Multi-Stage Blended Diffusion J. Ackermann Minjun Li DiffM 27 15 0 24 Oct 2022
Instance-Aware Image Completion Ji-Ho Cho Minguk Kang Vibhav Vineet Jaesik Park ISeg VLM 20 2 0 22 Oct 2022
Tools for Extracting Spatio-Temporal Patterns in Meteorological Image Sequences: From Feature Engineering to Attention-Based Neural Networks A. S. Bansal Yoonjin Lee Kyle Hilburn I. Ebert‐Uphoff AI4TS 38 2 0 22 Oct 2022
Z-LaVI: Zero-Shot Language Solver Fueled by Visual Imagination Yue Yang Wenlin Yao Hongming Zhang Xiaoyang Wang Dong Yu Jianshu Chen VLM 41 22 0 21 Oct 2022
Conditional Diffusion with Less Explicit Guidance via Model Predictive Control Max W. Shen Ehsan Hajiramezanali Gabriele Scalia Alex Tseng N. Diamant Tommaso Biancalani Andreas Loukas 34 1 0 21 Oct 2022
Boomerang: Local sampling on image manifolds using diffusion models Lorenzo Luzi P. Mayer Josue Casco-Rodriguez Ali Siahkoohi Richard G. Baraniuk DiffM 32 20 0 21 Oct 2022
3DALL-E: Integrating Text-to-Image AI in 3D Design Workflows Vivian Liu Jo Vermeulen G. Fitzmaurice Justin Matejka HAI 33 119 0 20 Oct 2022
Composing Ensembles of Pre-trained Models via Iterative Consensus Shuang Li Yilun Du J. Tenenbaum Antonio Torralba Igor Mordatch MoMe 19 23 0 20 Oct 2022
DiffEdit: Diffusion-based semantic image editing with mask guidance Guillaume Couairon Jakob Verbeek Holger Schwenk Matthieu Cord DiffM 65 483 0 20 Oct 2022
OCR-VQGAN: Taming Text-within-Image Generation Juan A. Rodriguez David Vazquez I. Laradji M. Pedersoli Pau Rodríguez López 38 18 0 19 Oct 2022
Language Models Understand Us, Poorly Jared Moore LRM 19 4 0 19 Oct 2022
DALLE-2 is Seeing Double: Flaws in Word-to-Concept Mapping in Text2Image Models Royi Rassin Shauli Ravfogel Yoav Goldberg 29 60 0 19 Oct 2022
Language Does More Than Describe: On The Lack Of Figurative Speech in Text-To-Image Models Ricardo Kleinlein Cristina Luna Jiménez Fernando Fernández-Martínez DiffM 20 3 0 19 Oct 2022
Differentially Private Diffusion Models Tim Dockhorn Tianshi Cao Arash Vahdat Karsten Kreis DiffM 32 91 0 18 Oct 2022
Swinv2-Imagen: Hierarchical Vision Transformer Diffusion Models for Text-to-Image Generation Rui Li Weihua Li Yi Yang Hanyu Wei Jianhua Jiang Quan-wei Bai DiffM 27 11 0 18 Oct 2022
UniTune: Text-Driven Image Editing by Fine Tuning a Diffusion Model on a Single Image Dani Valevski Matan Kalman Eyal Molad Eyal Segalis Yossi Matias Yaniv Leviathan DiffM 24 39 0 17 Oct 2022
Imagic: Text-Based Real Image Editing with Diffusion Models Bahjat Kawar Shiran Zada Oran Lang Omer Tov Hui-Tang Chang Tali Dekel Inbar Mosseri Michal Irani 11 1,054 0 17 Oct 2022
DiffuSeq: Sequence to Sequence Text Generation with Diffusion Models Shansan Gong Mukai Li Jiangtao Feng Zhiyong Wu Lingpeng Kong 44 308 0 17 Oct 2022
LAION-5B: An open large-scale dataset for training next generation image-text models Christoph Schuhmann Romain Beaumont Richard Vencu Cade Gordon Ross Wightman ... Srivatsa Kundurthy Katherine Crowson Ludwig Schmidt R. Kaczmarczyk J. Jitsev VLM MLLM CLIP 90 3,276 0 16 Oct 2022
TransFusion: Transcribing Speech with Multinomial Diffusion Matthew Baas Kevin Eloff Herman Kamper DiffM 22 4 0 14 Oct 2022
Is synthetic data from generative models ready for image recognition? Ruifei He Shuyang Sun Xin Yu Chuhui Xue Wenqing Zhang Philip Torr Song Bai Xiaojuan Qi 52 288 0 14 Oct 2022
MTEB: Massive Text Embedding Benchmark Niklas Muennighoff Nouamane Tazi L. Magne Nils Reimers 28 374 0 13 Oct 2022
The Hidden Uniform Cluster Prior in Self-Supervised Learning Mahmoud Assran Randall Balestriero Quentin Duval Florian Bordes Ishan Misra Piotr Bojanowski Pascal Vincent Michael G. Rabbat Nicolas Ballas SSL 52 47 0 13 Oct 2022
DE-FAKE: Detection and Attribution of Fake Images Generated by Text-to-Image Generation Models Zeyang Sha Zheng Li Ning Yu Yang Zhang DiffM 28 116 0 13 Oct 2022
ImaginaryNet: Learning Object Detectors without Real Images and Annotations Minheng Ni Zitong Huang Kai-Hua Feng W. Zuo VLM 19 15 0 13 Oct 2022
Compute-Efficient Deep Learning: Algorithmic Trends and Opportunities Brian Bartoldson B. Kailkhura Davis W. Blalock 31 47 0 13 Oct 2022
Self-Guided Diffusion Models Vincent Tao Hu David W. Zhang Yuki M. Asano Gertjan J. Burghouts Cees G. M. Snoek 36 32 0 12 Oct 2022
LION: Latent Point Diffusion Models for 3D Shape Generation Fangyin Wei Arash Vahdat Francis Williams Zan Gojcic Or Litany Sanja Fidler Karsten Kreis DiffM 73 489 0 12 Oct 2022
Leveraging Off-the-shelf Diffusion Model for Multi-attribute Fashion Image Manipulation Chaerin Kong D. Jeon Oh-Hun Kwon Nojun Kwak DiffM 27 16 0 12 Oct 2022
Underspecification in Scene Description-to-Depiction Tasks Ben Hutchinson Jason Baldridge Vinodkumar Prabhakaran DiffM 74 32 0 11 Oct 2022
A generic diffusion-based approach for 3D human pose prediction in the wild Saeed Saadatnejad Ali-Ahmad Rasekh Mohammadreza Mofayezi Yasamin Medghalchi Sara Rajabzadeh Taylor Mordan Alexandre Alahi DiffM 19 34 0 11 Oct 2022
Unifying Diffusion Models' Latent Space, with Applications to CycleDiffusion and Guidance Chen Henry Wu Fernando de la Torre DiffM 33 67 0 11 Oct 2022
GENIE: Higher-Order Denoising Diffusion Solvers Tim Dockhorn Arash Vahdat Karsten Kreis DiffM 49 105 0 11 Oct 2022
GAN You Hear Me? Reclaiming Unconditional Speech Synthesis from Diffusion Models Matthew Baas Herman Kamper DiffM 40 8 0 11 Oct 2022
Markup-to-Image Diffusion Models with Scheduled Sampling Yuntian Deng Noriyuki Kojima Alexander M. Rush DiffM 38 4 0 11 Oct 2022
f-DM: A Multi-stage Diffusion Model via Progressive Signal Transformation Jiatao Gu Shuangfei Zhai Yizhe Zhang Miguel Angel Bautista J. Susskind DiffM 53 26 0 10 Oct 2022
What the DAAM: Interpreting Stable Diffusion Using Cross Attention Raphael Tang Linqing Liu Akshat Pandey Zhiying Jiang Gefei Yang K. Kumar Pontus Stenetorp Jimmy J. Lin Ferhan Ture 34 167 0 10 Oct 2022
CLIP-Diffusion-LM: Apply Diffusion Model on Image Captioning Shi-You Xu VLM DiffM 32 11 0 10 Oct 2022
Bridging CLIP and StyleGAN through Latent Alignment for Image Editing Wanfeng Zheng Qiang Li Xiaoyan Guo Pengfei Wan Zhong-ming Wang 75 14 0 10 Oct 2022
FP-Diffusion: Improving Score-based Diffusion Models by Enforcing the Underlying Score Fokker-Planck Equation Chieh-Hsin Lai Yuhta Takida Naoki Murata Toshimitsu Uesaka Yuki Mitsufuji Stefano Ermon DiffM 26 28 0 09 Oct 2022
Adapting Pretrained Vision-Language Foundational Models to Medical Imaging Domains Pierre J. Chambon Christian Blüthgen C. Langlotz Akshay S. Chaudhari DiffM MedIm LM&MA 30 111 0 09 Oct 2022
Can Artificial Intelligence Reconstruct Ancient Mosaics? Fernando Moral-Andrés Elena Merino-Gómez Pedro Reviriego Fabrizio Lombardi 24 7 0 07 Oct 2022
Visualize Before You Write: Imagination-Guided Open-Ended Text Generation Wanrong Zhu An Yan Yujie Lu Wenda Xu Qing Guo Miguel P. Eckstein William Yang Wang 82 37 0 07 Oct 2022
Trustworthiness of Laser-Induced Breakdown Spectroscopy Predictions via Simulation-based Synthetic Data Augmentation and Multitask Learning Riccardo Finotello D. L’hermite Celine Quéré Benjamin Rouge M. Tamaazousti J. Sirven 22 1 0 07 Oct 2022