Title
StyleBabel: Artistic Style Tagging and Captioning Dan Ruta Andrew Gilbert Pranav Aggarwal Naveen Marri Ajinkya Kale ... Hailin Jin Baldo Faieta Alex Filipkowski Zhe-nan Lin John Collomosse 15 12 0 10 Mar 2022
MVP: Multimodality-guided Visual Pre-training Longhui Wei Lingxi Xie Wen-gang Zhou Houqiang Li Qi Tian 26 105 0 10 Mar 2022
FlexIT: Towards Flexible Semantic Image Translation Guillaume Couairon Asya Grechka Jakob Verbeek Holger Schwenk Matthieu Cord DiffM 31 35 0 09 Mar 2022
A Simple Multi-Modality Transfer Learning Baseline for Sign Language Translation Yutong Chen Fangyun Wei Xiao Sun Zhirong Wu Stephen Lin SLR 22 97 0 08 Mar 2022
Visual-Language Navigation Pretraining via Prompt-based Environmental Self-exploration Xiwen Liang Fengda Zhu Lingling Li Hang Xu Xiaodan Liang LM&Ro VLM 22 29 0 08 Mar 2022
Language Matters: A Weakly Supervised Vision-Language Pre-training Approach for Scene Text Detection and Spotting Chuhui Xue Wenqing Zhang Yu Hao Shijian Lu Philip H. S. Torr Song Bai VLM 32 31 0 08 Mar 2022
HyperPELT: Unified Parameter-Efficient Language Model Tuning for Both Language and Vision-and-Language Tasks Zhengkun Zhang Wenya Guo Xiaojun Meng Yasheng Wang Yadao Wang Xin Jiang Qun Liu Zhenglu Yang 26 15 0 08 Mar 2022
DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection Hao Zhang Feng Li Shilong Liu Lei Zhang Hang Su Jun Zhu L. Ni H. Shum ViT 42 1,367 0 07 Mar 2022
The Unsurprising Effectiveness of Pre-Trained Vision Models for Control Simone Parisi Aravind Rajeswaran Senthil Purushwalkam Abhinav Gupta LM&Ro 21 186 0 07 Mar 2022
Off-Policy Evaluation in Embedded Spaces Jaron J. R. Lee David Arbour Georgios Theocharous OffRL 22 3 0 05 Mar 2022
Cross Language Image Matching for Weakly Supervised Semantic Segmentation Jinheng Xie Xianxu Hou Kai Ye Linlin Shen CLIP VLM 14 105 0 05 Mar 2022
SimKGC: Simple Contrastive Knowledge Graph Completion with Pre-trained Language Models Liang Wang Wei-Ye Zhao Zhuoyu Wei Jingming Liu 28 178 0 04 Mar 2022
FS-COCO: Towards Understanding of Freehand Sketches of Common Objects in Context Pinaki Nath Chowdhury Aneeshan Sain A. Bhunia Tao Xiang Yulia Gryaditskaya Yi-Zhe Song 3DV 36 52 0 04 Mar 2022
Autoregressive Image Generation using Residual Quantization Doyup Lee Chiheon Kim Saehoon Kim Minsu Cho Wook-Shin Han VGen 168 325 0 03 Mar 2022
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 25 30,021 0 01 Mar 2022
CLIP-GEN: Language-Free Training of a Text-to-Image Generator with CLIP Zihao W. Wang Wei Liu Qian He Xin-ru Wu Zili Yi CLIP VLM 182 73 0 01 Mar 2022
Multi-modal Alignment using Representation Codebook Jiali Duan Liqun Chen Son Tran Jinyu Yang Yi Xu Belinda Zeng Trishul M. Chilimbi 28 67 0 28 Feb 2022
SemSup: Semantic Supervision for Simple and Scalable Zero-shot Generalization Austin W. Hanjie A. Deshpande Karthik Narasimhan VLM 23 2 0 26 Feb 2022
Reconstruction of Perceived Images from fMRI Patterns and Semantic Brain Exploration using Instance-Conditioned GANs Furkan Ozcelik Bhavin Choksi Milad Mozafari Leila Reddy Rufin VanRullen GAN 25 67 0 25 Feb 2022
Learning Transferable Reward for Query Object Localization with Policy Adaptation Tingfeng Li Shaobo Han Martin Renqiang Min Dimitris N. Metaxas 17 1 0 24 Feb 2022
Provable Stochastic Optimization for Global Contrastive Learning: Small Batch Does Not Harm Performance Zhuoning Yuan Yuexin Wu Zi-qi Qiu Xianzhi Du Lijun Zhang Denny Zhou Tianbao Yang 25 26 0 24 Feb 2022
StyleCLIPDraw: Coupling Content and Style in Text-to-Drawing Translation Peter Schaldenbrand Zhixuan Liu Jean Oh CLIP 27 44 0 24 Feb 2022
Indiscriminate Poisoning Attacks on Unsupervised Contrastive Learning Hao He Kaiwen Zha Dina Katabi AAML 26 32 0 22 Feb 2022
GroupViT: Semantic Segmentation Emerges from Text Supervision Jiarui Xu Shalini De Mello Sifei Liu Wonmin Byeon Thomas Breuel Jan Kautz X. Wang ViT VLM 180 499 0 22 Feb 2022
CaMEL: Mean Teacher Learning for Image Captioning Manuele Barraco Matteo Stefanini Marcella Cornia S. Cascianelli Lorenzo Baraldi Rita Cucchiara ViT VLM 25 27 0 21 Feb 2022
Vision-Language Pre-Training with Triple Contrastive Learning Jinyu Yang Jiali Duan Son N. Tran Yi Xu Sampath Chanda Liqun Chen Belinda Zeng Trishul M. Chilimbi Junzhou Huang VLM 29 287 0 21 Feb 2022
A Survey of Vision-Language Pre-Trained Models Yifan Du Zikang Liu Junyi Li Wayne Xin Zhao VLM 24 179 0 18 Feb 2022
VLP: A Survey on Vision-Language Pre-training Feilong Chen Duzhen Zhang Minglun Han Xiuyi Chen Jing Shi Shuang Xu Bo Xu VLM 82 211 0 18 Feb 2022
Graph Masked Autoencoders with Transformers Sixiao Zhang Hongxu Chen Haoran Yang Xiangguo Sun Philip S. Yu Guandong Xu 13 18 0 17 Feb 2022
Vision Models Are More Robust And Fair When Pretrained On Uncurated Images Without Supervision Priya Goyal Quentin Duval Isaac Seessel Mathilde Caron Ishan Misra Levent Sagun Armand Joulin Piotr Bojanowski VLM SSL 21 110 0 16 Feb 2022
CATs++: Boosting Cost Aggregation with Convolutions and Transformers Seokju Cho Sunghwan Hong Seung Wook Kim ViT 19 34 0 14 Feb 2022
Do Lessons from Metric Learning Generalize to Image-Caption Retrieval? Maurits J. R. Bleeker Maarten de Rijke SSL DML 19 9 0 14 Feb 2022
Wukong: A 100 Million Large-scale Chinese Cross-modal Pre-training Benchmark Jiaxi Gu Xiaojun Meng Guansong Lu Lu Hou Minzhe Niu ... Runhu Huang Wei Zhang Xingda Jiang Chunjing Xu Hang Xu VLM 35 86 0 14 Feb 2022
Domain Adaptation via Prompt Learning Chunjiang Ge Rui Huang Mixue Xie Zihang Lai Shiji Song Shuang Li Gao Huang VPVLM VLM 28 143 0 14 Feb 2022
FairStyle: Debiasing StyleGAN2 with Style Channel Manipulations Cemre Karakas Alara Dirik Eylül Yalçınkaya Pinar Yanardag 17 29 0 13 Feb 2022
Semi-supervised New Event Type Induction and Description via Contrastive Loss-Enforced Batch Attention Carl N. Edwards Heng Ji 15 9 0 12 Feb 2022
Compute Trends Across Three Eras of Machine Learning J. Sevilla Lennart Heim A. Ho T. Besiroglu Marius Hobbhahn Pablo Villalobos 20 267 0 11 Feb 2022
Conditional Contrastive Learning with Kernel Yao-Hung Hubert Tsai Tianqi Li Martin Q. Ma Han Zhao Kun Zhang Louis-Philippe Morency Ruslan Salakhutdinov 19 24 0 11 Feb 2022
VAEL: Bridging Variational Autoencoders and Probabilistic Logic Programming Eleonora Misino G. Marra Emanuele Sansone 16 21 0 07 Feb 2022
Webly Supervised Concept Expansion for General Purpose Vision Models Amita Kamath Christopher Clark Tanmay Gupta Eric Kolve Derek Hoiem Aniruddha Kembhavi VLM 19 54 0 04 Feb 2022
Zero-Shot Aspect-Based Sentiment Analysis Lei Shu Hu Xu Bing-Quan Liu Jiahua Chen 19 14 0 04 Feb 2022
Formal Mathematics Statement Curriculum Learning Stanislas Polu Jesse Michael Han Kunhao Zheng Mantas Baksys Igor Babuschkin Ilya Sutskever AIMat 73 115 0 03 Feb 2022
Beyond Images: Label Noise Transition Matrix Estimation for Tasks with Lower-Quality Features Zhaowei Zhu Jialu Wang Yang Liu NoLa 24 37 0 02 Feb 2022
A Survey on Retrieval-Augmented Text Generation Huayang Li Yixuan Su Deng Cai Yan Wang Lemao Liu RALM 33 197 0 02 Feb 2022
When Do Flat Minima Optimizers Work? Jean Kaddour Linqing Liu Ricardo M. A. Silva Matt J. Kusner ODL 11 58 0 01 Feb 2022
Deep Learning Approaches on Image Captioning: A Review Taraneh Ghandi H. Pourreza H. Mahyar VLM 8 88 0 31 Jan 2022
Describing Differences between Text Distributions with Natural Language Ruiqi Zhong Charles Burton Snell Dan Klein Jacob Steinhardt VLM 122 42 0 28 Jan 2022
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation Junnan Li Dongxu Li Caiming Xiong S. Hoi MLLM BDL VLM CLIP 390 4,110 0 28 Jan 2022
A Survey on Visual Transfer Learning using Knowledge Graphs Sebastian Monka Lavdim Halilaj Achim Rettinger 19 23 0 27 Jan 2022
A Systematic Study of Bias Amplification Melissa Hall L. V. D. van der Maaten Laura Gustafson Maxwell Jones Aaron B. Adcock 92 70 0 27 Jan 2022