Title
ONE-PEACE: Exploring One General Representation Model Toward Unlimited Modalities Peng Wang Shijie Wang Junyang Lin Shuai Bai Xiaohuan Zhou Jingren Zhou Xinggang Wang Chang Zhou VLM MLLM ObjD 48 115 0 18 May 2023
Bridging the Domain Gap: Self-Supervised 3D Scene Understanding with Foundation Models Zhimin Chen Longlong Jing Yingwei Li Bing Li 32 31 0 15 May 2023
Parameter-efficient Tuning of Large-scale Multimodal Foundation Model Haixin Wang Xinlong Yang Jianlong Chang Di Jin Jinan Sun Shikun Zhang Xiao Luo Qi Tian 33 23 0 15 May 2023
CLImage: Human-Annotated Datasets for Complementary-Label Learning Hsiu-Hsuan Wang Tan-Ha Mai Nai-Xuan Ye Weiliang Lin Hsuan-Tien Lin 39 1 0 15 May 2023
InternGPT: Solving Vision-Centric Tasks by Interacting with ChatGPT Beyond Language Zhaoyang Liu Yinan He Wenhai Wang Weiyun Wang Yi Wang ... Yali Wang Limin Wang Ping Luo Jifeng Dai Yu Qiao LRM MLLM 38 79 0 09 May 2023
Towards Applying Powerful Large AI Models in Classroom Teaching: Opportunities, Challenges and Prospects Kehui Tan Tianqi Pang Chenyou Fan Song Yu 27 13 0 05 May 2023
AttentionViz: A Global View of Transformer Attention Catherine Yeh Yida Chen Aoyu Wu Cynthia Chen Fernanda Viégas Martin Wattenberg ViT 33 52 0 04 May 2023
Segment Anything is A Good Pseudo-label Generator for Weakly Supervised Semantic Segmentation Peng-Tao Jiang Yuqi Yang VLM 28 29 0 02 May 2023
Learnable Ophthalmology SAM Zhongxi Qiu Yan Hu Heng Li Jiang-Dong Liu VLM MedIm 32 24 0 26 Apr 2023
A Cookbook of Self-Supervised Learning Randall Balestriero Mark Ibrahim Vlad Sobal Ari S. Morcos Shashank Shekhar ... Pierre Fernandez Amir Bar Hamed Pirsiavash Yann LeCun Micah Goldblum SyDa FedML SSL 50 274 0 24 Apr 2023
Segment Anything in Non-Euclidean Domains: Challenges and Opportunities Yongcheng Jing Xinchao Wang Dacheng Tao 52 21 0 23 Apr 2023
FastRLAP: A System for Learning High-Speed Driving via Deep RL and Autonomous Practicing Kyle Stachowicz Dhruv Shah Arjun Bhorkar Ilya Kostrikov Sergey Levine OffRL 38 26 0 19 Apr 2023
Very high resolution canopy height maps from RGB imagery using self-supervised vision transformer and convolutional decoder trained on Aerial Lidar James M. Tolan Hung-I Yang Ben Nosarzewski Guillaume Couairon Huy Q. Vo ... Piotr Bojanowski T. Johns Brian White T. Tiecke Camille Couprie 39 90 0 14 Apr 2023
CiPR: An Efficient Framework with Cross-instance Positive Relations for Generalized Category Discovery Shaozhe Hao Kai Han Kwan-Yee K. Wong 48 16 0 14 Apr 2023
Preemptively Pruning Clever-Hans Strategies in Deep Neural Networks Lorenz Linhardt Klaus-Robert Muller G. Montavon AAML 29 7 0 12 Apr 2023
Exploring Effective Factors for Improving Visual In-Context Learning Yanpeng Sun Qiang Chen Jian Wang Jingdong Wang Zechao Li LRM VLM 51 24 0 10 Apr 2023
ERM++: An Improved Baseline for Domain Generalization Piotr Teterwak Kuniaki Saito Theodoros Tsiligkaridis Kate Saenko Bryan A. Plummer OOD 44 9 0 04 Apr 2023
PAIR-Diffusion: A Comprehensive Multimodal Object-Level Image Editor Vidit Goel E. Peruzzo Yi Ding Dejia Xu Xingqian Xu N. Sebe Trevor Darrell Zhangyang Wang Humphrey Shi DiffM 30 6 0 30 Mar 2023
The effectiveness of MAE pre-pretraining for billion-scale pretraining Mannat Singh Quentin Duval Kalyan Vasudev Alwala Haoqi Fan Vaibhav Aggarwal ... Piotr Dollár Christoph Feichtenhofer Ross B. Girshick Rohit Girdhar Ishan Misra LRM 126 63 0 23 Mar 2023
Multi-granularity Interaction Simulation for Unsupervised Interactive Segmentation Kehan Li Yian Zhao Zhennan Wang Ze-Long Cheng Peng Jin Xiang Ji Li-ming Yuan Chang-rui Liu Jie Chen 27 9 0 23 Mar 2023
ViC-MAE: Self-Supervised Representation Learning from Images and Video with Contrastive Masked Autoencoders J. Hernandez Ruben Villegas Vicente Ordonez SSL 33 2 0 21 Mar 2023
Object-Centric Slot Diffusion Jindong Jiang Fei Deng Gautam Singh S. Ahn DiffM BDL OCL 25 57 0 20 Mar 2023
Preventing Unauthorized AI Over-Analysis by Medical Image Adversarial Watermarking Xingxing Wei Bangzheng Pu Shiji Zhao Chen Chi Huazhu Fu MedIm 22 1 0 17 Mar 2023
Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need Da-Wei Zhou Han-Jia Ye De-Chuan Zhan Ziwei Liu CLL 33 100 0 13 Mar 2023
CrossFormer++: A Versatile Vision Transformer Hinging on Cross-scale Attention Wenxiao Wang Wei Chen Qibo Qiu Long Chen Boxi Wu Binbin Lin Xiaofei He Wei Liu 32 38 0 13 Mar 2023
Adapting Contrastive Language-Image Pretrained (CLIP) Models for Out-of-Distribution Detection Nikolas Adaloglou Félix D. P. Michels Tim Kaiser M. Kollmann VLM 37 0 0 10 Mar 2023
Efficient Masked Autoencoders with Self-Consistency Zhaowen Li Yousong Zhu Zhiyang Chen Wei Li Chaoyang Zhao Rui Zhao Ming Tang Jinqiao Wang 53 2 0 28 Feb 2023
Internet Explorer: Targeted Representation Learning on the Open Web Alexander C. Li Ellis L Brown Alexei A. Efros Deepak Pathak VLM 24 24 0 27 Feb 2023
From paintbrush to pixel: A review of deep neural networks in AI-generated art Anne-Sofie Maerten Derya Soydaner 37 23 0 14 Feb 2023
Feature Likelihood Divergence: Evaluating the Generalization of Generative Models Using Samples Marco Jiralerspong A. Bose I. Gemp Chongli Qin Yoram Bachrach Gauthier Gidel EGVM 32 5 0 09 Feb 2023
3D Neural Embedding Likelihood: Probabilistic Inverse Graphics for Robust 6D Pose Estimation Guangyao Zhou Nishad Gothoskar Lirui Wang J. Tenenbaum Dan Gutfreund Miguel Lazaro-Gredilla Dileep George Vikash K. Mansinghka 3DV BDL 17 2 0 07 Feb 2023
A Survey on Self-supervised Learning: Algorithms, Applications, and Future Trends Jie Gui Tuo Chen Jing Zhang Qiong Cao Zhe Sun Haoran Luo Dacheng Tao 31 126 0 13 Jan 2023
Deep Learning Technique for Human Parsing: A Survey and Outlook Lu Yang Wenhe Jia Shane Li Q. Song ViT 48 17 0 01 Jan 2023
Towards Unsupervised Visual Reasoning: Do Off-The-Shelf Features Know How to Reason? Monika Wysoczañska Tom Monnier Tomasz Trzciñski David Picard ReLM OCL 40 1 0 20 Dec 2022
Location-Aware Self-Supervised Transformers for Semantic Segmentation Mathilde Caron N. Houlsby Cordelia Schmid ViT 24 12 0 05 Dec 2022
CPPF++: Uncertainty-Aware Sim2Real Object Pose Estimation by Vote Aggregation Yang You Wenhao He Jin Liu Hongkai Xiong Weiming Wang Cewu Lu 3DPC 33 4 0 24 Nov 2022
Trade-off Between Efficiency and Consistency for Removal-based Explanations Yifan Zhang Haowei He Zhiyuan Tan Yang Yuan FAtt 41 3 0 31 Oct 2022
Efficient Bayesian Updates for Deep Learning via Laplace Approximations Denis Huseljic M. Herde Lukas Rauch Paul Hahn Zhixin Huang D. Kottke S. Vogt Bernhard Sick BDL 16 0 0 12 Oct 2022
Light-weight probing of unsupervised representations for Reinforcement Learning Wancong Zhang Anthony GX-Chen Vlad Sobal Yann LeCun Nicolas Carion SSL OffRL 41 13 0 25 Aug 2022
On the Viability of Monocular Depth Pre-training for Semantic Segmentation Dong Lao Fengyu Yang Daniel Wang Hyoungseob Park Samuel Lu Alex Wong Stefano Soatto MDE 26 0 0 26 Mar 2022
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 320 7,457 0 11 Nov 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 368 5,811 0 29 Apr 2021
Carbon Emissions and Large Neural Network Training David A. Patterson Joseph E. Gonzalez Quoc V. Le Chen Liang Lluís-Miquel Munguía D. Rothchild David R. So Maud Texier J. Dean AI4CE 253 645 0 21 Apr 2021
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 298 39,217 0 01 Sep 2014