Title
From Matching to Generation: A Survey on Generative Information Retrieval Xiaoxi Li Jiajie Jin Yujia Zhou Yuyao Zhang Peitian Zhang Yutao Zhu Zhicheng Dou 3DV 123 50 0 23 Apr 2024
Image as a Foreign Language: BEiT Pretraining for All Vision and Vision-Language Tasks Wenhui Wang Hangbo Bao Li Dong Johan Bjorck Zhiliang Peng ... Kriti Aggarwal O. Mohammed Saksham Singhal Subhojit Som Furu Wei MLLM VLM ViT 125 636 0 22 Aug 2022
Scaling Autoregressive Models for Content-Rich Text-to-Image Generation Jiahui Yu Yuanzhong Xu Jing Yu Koh Thang Luong Gunjan Baid ... Zarana Parekh Xin Li Han Zhang Jason Baldridge Yonghui Wu EGVM 158 1,089 0 22 Jun 2022
Flamingo: a Visual Language Model for Few-Shot Learning Jean-Baptiste Alayrac Jeff Donahue Pauline Luc Antoine Miech Iain Barr ... Mikolaj Binkowski Ricardo Barreira Oriol Vinyals Andrew Zisserman Karen Simonyan MLLM VLM 283 3,458 0 29 Apr 2022
Autoregressive Search Engines: Generating Substrings as Document Identifiers Michele Bevilacqua G. Ottaviano Patrick Lewis Wen-tau Yih Sebastian Riedel Fabio Petroni KELM RALM 84 161 0 22 Apr 2022
Hierarchical Text-Conditional Image Generation with CLIP Latents Aditya A. Ramesh Prafulla Dhariwal Alex Nichol Casey Chu Mark Chen VLM DiffM 284 6,768 0 13 Apr 2022
Correlation Verification for Image Retrieval Seongwon Lee Hongje Seong Suhyeon Lee Euntai Kim 40 47 0 04 Apr 2022
Autoregressive Image Generation using Residual Quantization Doyup Lee Chiheon Kim Saehoon Kim Minsu Cho Wook-Shin Han VGen 211 343 0 03 Mar 2022
GLaM: Efficient Scaling of Language Models with Mixture-of-Experts Nan Du Yanping Huang Andrew M. Dai Simon Tong Dmitry Lepikhin ... Kun Zhang Quoc V. Le Yonghui Wu Zhiwen Chen Claire Cui ALM MoE 153 794 0 13 Dec 2021
NÜWA: Visual Synthesis Pre-training for Neural visUal World creAtion Chenfei Wu Jian Liang Lei Ji Fan Yang Yuejian Fang Daxin Jiang Nan Duan ViT VGen 50 294 0 24 Nov 2021
Self-supervised Product Quantization for Deep Unsupervised Image Retrieval Young Kyun Jang N. Cho MQ 35 66 0 06 Sep 2021
DOLG: Single-Stage Image Retrieval with Deep Orthogonal Fusion of Local and Global Features Min Yang Dongliang He M. Fan Baorong Shi Xuetong Xue Fu Li Errui Ding Jizhou Huang 72 95 0 06 Aug 2021
Multilingual Autoregressive Entity Linking Nicola De Cao Ledell Yu Wu Kashyap Popat Mikel Artetxe Naman Goyal Mikhail Plekhanov Luke Zettlemoyer Nicola Cancedda Sebastian Riedel Fabio Petroni LRM 52 87 0 23 Mar 2021
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 327 4,873 0 24 Feb 2021
Autoregressive Entity Retrieval Nicola De Cao Gautier Izacard Sebastian Riedel Fabio Petroni 140 438 0 02 Oct 2020
X-LXMERT: Paint, Caption and Answer Questions with Multi-Modal Transformers Jaemin Cho Jiasen Lu Dustin Schwenk Hannaneh Hajishirzi Aniruddha Kembhavi VLM MLLM 51 102 0 23 Sep 2020
Jukebox: A Generative Model for Music Prafulla Dhariwal Heewoo Jun Christine Payne Jong Wook Kim Alec Radford Ilya Sutskever VLM 96 731 0 30 Apr 2020
A Strong Baseline for Fashion Retrieval with Person Re-Identification Models Mikolaj Wieczorek Andrzej Michalowski Anna Wróblewska Jacek Dąbrowski 86 14 0 09 Mar 2020
Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism Mohammad Shoeybi M. Patwary Raul Puri P. LeGresley Jared Casper Bryan Catanzaro MoE 290 1,861 0 17 Sep 2019
Neural Discrete Representation Learning Aaron van den Oord Oriol Vinyals Koray Kavukcuoglu BDL SSL OCL 161 4,928 0 02 Nov 2017
Billion-scale similarity search with GPUs Jeff Johnson Matthijs Douze Hervé Jégou 175 3,696 0 28 Feb 2017
Visual Instance Retrieval with Deep Convolutional Networks A. Razavian Josephine Sullivan S. Carlsson A. Maki 73 366 0 20 Dec 2014