Title
Contrastive Object Detection Using Knowledge Graph Embeddings Christopher Lang Alexander Braun Abhinav Valada 8 8 0 21 Dec 2021
Extending CLIP for Category-to-image Retrieval in E-commerce Mariya Hendriksen Maurits J. R. Bleeker Svitlana Vakulenko N. V. Noord E. Kuiper Maarten de Rijke VLM 11 30 0 21 Dec 2021
High-Resolution Image Synthesis with Latent Diffusion Models Robin Rombach A. Blattmann Dominik Lorenz Patrick Esser Bjorn Ommer 3DV 83 14,580 0 20 Dec 2021
GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models Alex Nichol Prafulla Dhariwal Aditya A. Ramesh Pranav Shyam Pamela Mishkin Bob McGrew Ilya Sutskever Mark Chen 43 3,459 0 20 Dec 2021
Mind-proofing Your Phone: Navigating the Digital Minefield with GreaseTerminator Siddhartha Datta Konrad Kollnig N. Shadbolt 25 10 0 20 Dec 2021
Soundify: Matching Sound Effects to Video David Chuan-En Lin Anastasis Germanidis Cristobal Valenzuela Yining Shi Nikolas Martelaro 25 16 0 17 Dec 2021
Align and Prompt: Video-and-Language Pre-training with Entity Prompts Dongxu Li Junnan Li Hongdong Li Juan Carlos Niebles S. Hoi 20 191 0 17 Dec 2021
Contrastive Vision-Language Pre-training with Limited Resources Quan Cui Boyan Zhou Yu Guo Weidong Yin Hao Wu Osamu Yoshie Yubo Chen VLM CLIP 11 32 0 17 Dec 2021
RegionCLIP: Region-based Language-Image Pretraining Yiwu Zhong Jianwei Yang Pengchuan Zhang Chunyuan Li Noel Codella ... Luowei Zhou Xiyang Dai Lu Yuan Yin Li Jianfeng Gao VLM CLIP 32 551 0 16 Dec 2021
CODER: An efficient framework for improving retrieval through COntextual Document Embedding Reranking George Zerveas Navid Rekabsaz Daniel Cohen Carsten Eickhoff 20 8 0 16 Dec 2021
Lacuna Reconstruction: Self-supervised Pre-training for Low-Resource Historical Document Transcription Nikolai Vogler J. Allen M. Miller Taylor Berg-Kirkpatrick 18 5 0 16 Dec 2021
TransZero++: Cross Attribute-Guided Transformer for Zero-Shot Learning Shiming Chen Zi-Quan Hong Wenjin Hou Guosen Xie Yibing Song Jian-jun Zhao Xinge You Shuicheng Yan Ling Shao ViT 15 44 0 16 Dec 2021
VL-Adapter: Parameter-Efficient Transfer Learning for Vision-and-Language Tasks Yi-Lin Sung Jaemin Cho Mohit Bansal VLM VPVLM 27 342 0 13 Dec 2021
SAC-GAN: Structure-Aware Image Composition Hang Zhou Rui Ma Ling-Xiao Zhang Lina Gao Ali Mahdavi-Amiri Haotong Zhang GAN 27 7 0 13 Dec 2021
PartGlot: Learning Shape Part Segmentation from Language Reference Games Juil Koo Ian Huang Panos Achlioptas Leonidas J. Guibas Minhyuk Sung 3DPC 28 28 0 13 Dec 2021
Multimodal Interactions Using Pretrained Unimodal Models for SIMMC 2.0 Joosung Lee Kijong Han 31 6 0 10 Dec 2021
CLIP2StyleGAN: Unsupervised Extraction of StyleGAN Edit Directions Rameen Abdal Peihao Zhu John C. Femiani Niloy J. Mitra Peter Wonka CLIP 25 103 0 09 Dec 2021
CLIP-NeRF: Text-and-Image Driven Manipulation of Neural Radiance Fields Can Wang Menglei Chai Mingming He Dongdong Chen Jing Liao CLIP 22 377 0 09 Dec 2021
Everything at Once -- Multi-modal Fusion Transformer for Video Retrieval Nina Shvetsova Brian Chen Andrew Rouditchenko Samuel Thomas Brian Kingsbury Rogerio Feris David F. Harwath James R. Glass Hilde Kuehne ViT 23 129 0 08 Dec 2021
A Generic Approach for Enhancing GANs by Regularized Latent Optimization Yufan Zhou Chunyuan Li Changyou Chen Jinhui Xu 25 0 0 07 Dec 2021
Text2Mesh: Text-Driven Neural Stylization for Meshes O. Michel Roi Bar-On Richard Liu Sagie Benaim Rana Hanocka CLIP AI4CE 182 350 0 06 Dec 2021
Semantic Segmentation In-the-Wild Without Seeing Any Segmentation Examples Nir Zabari Yedid Hoshen VLM 17 26 0 06 Dec 2021
Embedding Arithmetic of Multimodal Queries for Image Retrieval Guillaume Couairon Matthieu Cord Matthijs Douze Holger Schwenk 27 23 0 06 Dec 2021
Open Vocabulary Electroencephalography-To-Text Decoding and Zero-shot Sentiment Classification Zhenhailong Wang Heng Ji 84 71 0 05 Dec 2021
VT-CLIP: Enhancing Vision-Language Models with Visual-guided Texts Longtian Qiu Renrui Zhang Ziyu Guo Wei Zhang Zilu Guo Ziyao Zeng Guangnan Zhang VLM CLIP 20 45 0 04 Dec 2021
SemanticStyleGAN: Learning Compositional Generative Priors for Controllable Image Synthesis and Editing Yichun Shi Xiao Yang Yangyue Wan Xiaohui Shen GAN 140 83 0 04 Dec 2021
FuseDream: Training-Free Text-to-Image Generation with Improved CLIP+GAN Space Optimization Xingchao Liu Chengyue Gong Lemeng Wu Shujian Zhang Haoran Su Qiang Liu CLIP 23 89 0 02 Dec 2021
Uni-Perceiver: Pre-training Unified Architecture for Generic Perception for Zero-shot and Few-shot Tasks Xizhou Zhu Jinguo Zhu Hao Li Xiaoshi Wu Xiaogang Wang Hongsheng Li Xiaohua Wang Jifeng Dai 36 128 0 02 Dec 2021
DenseCLIP: Language-Guided Dense Prediction with Context-Aware Prompting Yongming Rao Wenliang Zhao Guangyi Chen Yansong Tang Zheng Zhu Guan Huang Jie Zhou Jiwen Lu VLM CLIP 61 550 0 02 Dec 2021
Video-Text Pre-training with Learned Regions Rui Yan Mike Zheng Shou Yixiao Ge Alex Jinpeng Wang Xudong Lin Guanyu Cai Jinhui Tang 25 23 0 02 Dec 2021
Editing a classifier by rewriting its prediction rules Shibani Santurkar Dimitris Tsipras Mahalaxmi Elango David Bau Antonio Torralba A. Madry KELM 175 89 0 02 Dec 2021
The Augmented Image Prior: Distilling 1000 Classes by Extrapolating from a Single Image Yuki M. Asano Aaqib Saeed 19 7 0 01 Dec 2021
RegNeRF: Regularizing Neural Radiance Fields for View Synthesis from Sparse Inputs Michael Niemeyer Jonathan T. Barron B. Mildenhall Mehdi S. M. Sajjadi Andreas Geiger Noha Radwan 46 577 0 01 Dec 2021
Object-aware Video-language Pre-training for Retrieval Alex Jinpeng Wang Yixiao Ge Guanyu Cai Rui Yan Xudong Lin Ying Shan Xiaohu Qie Mike Zheng Shou ViT VLM 17 79 0 01 Dec 2021
MAD: A Scalable Dataset for Language Grounding in Videos from Movie Audio Descriptions Mattia Soldan Alejandro Pardo Juan Carlos León Alcázar Fabian Caba Heilbron Chen Zhao Silvio Giancola Bernard Ghanem VGen 32 95 0 01 Dec 2021
CLIPstyler: Image Style Transfer with a Single Text Condition Gihyun Kwon Jong Chul Ye VLM CLIP 11 240 0 01 Dec 2021
Open-Domain, Content-based, Multi-modal Fact-checking of Out-of-Context Images via Online Resources Sahar Abdelnabi Rakibul Hasan Mario Fritz 18 74 0 30 Nov 2021
Task2Sim : Towards Effective Pre-training and Transfer from Synthetic Data Samarth Mishra Rameswar Panda Cheng Perng Phoo Chun-Fu Chen Leonid Karlinsky Kate Saenko Venkatesh Saligrama Rogerio Feris 19 33 0 30 Nov 2021
HyperStyle: StyleGAN Inversion with HyperNetworks for Real Image Editing Yuval Alaluf Omer Tov Ron Mokady Rinon Gal Amit H. Bermano 28 263 0 30 Nov 2021
Sound-Guided Semantic Image Manipulation Seung Hyun Lee Wonseok Roh Wonmin Byeon Sang Ho Yoon Chanyoung Kim Jinkyu Kim Sangpil Kim DiffM 16 43 0 30 Nov 2021
CRIS: CLIP-Driven Referring Image Segmentation Zhaoqing Wang Yu Lu Qiang Li Xunqiang Tao Yan Guo Ming Gong Tongliang Liu VLM 36 358 0 30 Nov 2021
CLIP Meets Video Captioning: Concept-Aware Representation Learning Does Matter Bang-ju Yang Tong Zhang Yuexian Zou CLIP 22 20 0 30 Nov 2021
Vector Quantized Diffusion Model for Text-to-Image Synthesis Shuyang Gu Dong Chen Jianmin Bao Fang Wen Bo Zhang Dongdong Chen Lu Yuan B. Guo DiffM 45 756 0 29 Nov 2021
Point-BERT: Pre-training 3D Point Cloud Transformers with Masked Point Modeling Xumin Yu Lulu Tang Yongming Rao Tiejun Huang Jie Zhou Jiwen Lu 3DPC 20 651 0 29 Nov 2021
Blended Diffusion for Text-driven Editing of Natural Images Omri Avrahami Dani Lischinski Ohad Fried DiffM 11 919 0 29 Nov 2021
Classification-Regression for Chart Comprehension Matan Levy Rami Ben-Ari Dani Lischinski 23 15 0 29 Nov 2021
ZeroCap: Zero-Shot Image-to-Text Generation for Visual-Semantic Arithmetic Yoad Tewel Yoav Shalev Idan Schwartz Lior Wolf VLM 30 192 0 29 Nov 2021
LAFITE: Towards Language-Free Training for Text-to-Image Generation Yufan Zhou Ruiyi Zhang Changyou Chen Chunyuan Li Chris Tensmeyer Tong Yu Jiuxiang Gu Jinhui Xu Tong Sun VLM 21 162 0 27 Nov 2021
VL-LTR: Learning Class-wise Visual-Linguistic Representation for Long-Tailed Visual Recognition Changyao Tian Wenhai Wang Xizhou Zhu Jifeng Dai Yu Qiao VLM 30 69 0 26 Nov 2021
Predict, Prevent, and Evaluate: Disentangled Text-Driven Image Manipulation Empowered by Pre-Trained Vision-Language Model Zipeng Xu Tianwei Lin Hao Tang Fu Li Dongliang He N. Sebe Radu Timofte Luc Van Gool Errui Ding EGVM 25 41 0 26 Nov 2021