Title
Tuning-Free Adaptive Style Incorporation for Structure-Consistent Text-Driven Style Transfer Yanqi Ge Jiaqi Liu Qingnan Fan Xi Jiang Ye Huang Shuai Qin Hong Gu Wen Li Lixin Duan DiffM 43 1 0 10 Apr 2024
Anchor-based Robust Finetuning of Vision-Language Models Jinwei Han Zhiwen Lin Zhongyi Sun Yingguo Gao Ke Yan Shouhong Ding Yuan Gao Gui-Song Xia VLM 68 6 0 09 Apr 2024
Out-of-Distribution Data: An Acquaintance of Adversarial Examples -- A Survey Naveen Karunanayake Ravin Gunawardena Suranga Seneviratne Sanjay Chawla OOD 48 5 0 08 Apr 2024
Adapting to Covariate Shift in Real-time by Encoding Trees with Motion Equations Tham Yik Foong Heng Zhang Mao Po Yuan Danilo Vasconcellos Vargas OOD 24 0 0 08 Apr 2024
Vision Transformers in Domain Adaptation and Generalization: A Study of Robustness Shadi Alijani Jamil Fayyad H. Najjaran OOD 29 9 0 05 Apr 2024
SP $^2$ OT: Semantic-Regularized Progressive Partial Optimal Transport for Imbalanced Clustering Chuyu Zhang Hui Ren Xuming He OT 35 0 0 04 Apr 2024
ViTamin: Designing Scalable Vision Models in the Vision-Language Era Jienneg Chen Qihang Yu Xiaohui Shen Alan L. Yuille Liang-Chieh Chen 3DV VLM 36 24 0 02 Apr 2024
ImageNot: A contrast with ImageNet preserves model rankings Olawale Salaudeen Moritz Hardt VLM 29 6 0 02 Apr 2024
Test-Time Model Adaptation with Only Forward Passes Shuaicheng Niu Chunyan Miao Guohao Chen Pengcheng Wu Peilin Zhao TTA 43 18 0 02 Apr 2024
Can Biases in ImageNet Models Explain Generalization? Paul Gavrikov J. Keuper OOD VLM 34 11 0 01 Apr 2024
Open-Vocabulary Object Detectors: Robustness Challenges under Distribution Shifts Prakash Chandra Chhipa Kanjar De Meenakshi Subhash Chippa Rajkumar Saini Marcus Liwicki ObjD VLM 36 1 0 01 Apr 2024
Machine Learning Robustness: A Primer Houssem Ben Braiek Foutse Khomh AAML OOD 34 5 0 01 Apr 2024
Lipsum-FT: Robust Fine-Tuning of Zero-Shot Models Using Random Text Guidance G. Nam Byeongho Heo Juho Lee VLM 34 5 0 01 Apr 2024
Prompt Learning via Meta-Regularization Jinyoung Park Juyeon Ko Hyunwoo J. Kim VLM VPVLM 42 14 0 01 Apr 2024
Weak Distribution Detectors Lead to Stronger Generalizability of Vision-Language Prompt Tuning Kun Ding Haojian Zhang Qiang Yu Ying Wang Shiming Xiang Chunhong Pan OODD VLM 28 4 0 31 Mar 2024
Bayesian Exploration of Pre-trained Models for Low-shot Image Classification Yibo Miao Yu Lei Feng Zhou Zhijie Deng VLM UQCV BDL 38 1 0 30 Mar 2024
InfLoRA: Interference-Free Low-Rank Adaptation for Continual Learning Yan-Shuo Liang Wu-Jun Li CLL 40 39 0 30 Mar 2024
GDA: Generalized Diffusion for Robust Test-time Adaptation Yun-Yun Tsai Fu-Chen Chen Albert Y. C. Chen Junfeng Yang Che-Chun Su Min Sun Cheng-Hao Kuo TTA AAML VLM OOD 41 6 0 29 Mar 2024
Convolutional Prompting meets Language Models for Continual Learning Anurag Roy Riddhiman Moulick Vinay K. Verma Saptarshi Ghosh Abir Das VLM CLL LRM 37 12 0 29 Mar 2024
Benchmarking the Robustness of Temporal Action Detection Models Against Temporal Corruptions Runhao Zeng Xiaoyong Chen Jiaming Liang Huisi Wu Guangzhong Cao Yong Guo AAML 39 3 0 29 Mar 2024
Negative Label Guided OOD Detection with Pretrained Vision-Language Models Xue Jiang Feng Liu Zhengfeng Fang Hong Chen Tongliang Liu Feng Zheng Bo Han VLM 50 28 0 29 Mar 2024
MagicLens: Self-Supervised Image Retrieval with Open-Ended Instructions Kai Zhang Yi Luan Hexiang Hu Kenton Lee Siyuan Qiao Wenhu Chen Yu-Chuan Su Ming-Wei Chang VLM LRM 39 34 0 28 Mar 2024
DenseNets Reloaded: Paradigm Shift Beyond ResNets and ViTs Donghyun Kim Byeongho Heo Dongyoon Han 44 14 0 28 Mar 2024
Model Stock: All we need is just a few fine-tuned models Dong-Hwan Jang Sangdoo Yun Dongyoon Han OODD MoMe 27 38 0 28 Mar 2024
CLAP4CLIP: Continual Learning with Probabilistic Finetuning for Vision-Language Models Saurav Jha Dong Gong Lina Yao CLIP VLM 33 8 0 28 Mar 2024
ImageNet-D: Benchmarking Neural Network Robustness on Diffusion Synthetic Object Chenshuang Zhang Fei Pan Junmo Kim In So Kweon Chengzhi Mao 49 9 1 27 Mar 2024
Generative Multi-modal Models are Good Class-Incremental Learners Xusheng Cao Haori Lu Linlan Huang Xialei Liu Ming-Ming Cheng CLL 43 10 0 27 Mar 2024
BAM: Box Abstraction Monitors for Real-time OoD Detection in Object Detection Changshun Wu Weicheng He Chih-Hong Cheng Xiaowei Huang Saddek Bensalem 36 1 0 27 Mar 2024
Efficient Test-Time Adaptation of Vision-Language Models Adilbek Karmanov Dayan Guan Shijian Lu Abdulmotaleb El Saddik Eric P. Xing TTA VLM 19 37 0 27 Mar 2024
Self-Expansion of Pre-trained Models with Mixture of Adapters for Continual Learning Huiyi Wang Haodong Lu Lina Yao Dong Gong KELM CLL 42 8 0 27 Mar 2024
Recommendation of data-free class-incremental learning algorithms by simulating future data Eva Feillet Adrian Daniel Popescu C´eline Hudelot 41 0 0 26 Mar 2024
Dual Memory Networks: A Versatile Adaptation Approach for Vision-Language Models Yabin Zhang Wen-Qing Zhu Hui Tang Zhiyuan Ma Kaiyang Zhou Lei Zhang VLM 31 21 0 26 Mar 2024
Test-time Adaptation Meets Image Enhancement: Improving Accuracy via Uncertainty-aware Logit Switching Shohei Enomoto Naoya Hasegawa Kazuki Adachi Taku Sasaki Shinýa Yamaguchi Satoshi Suzuki Takeharu Eda OOD UQCV 34 1 0 26 Mar 2024
DeepKnowledge: Generalisation-Driven Deep Learning Testing S. Missaoui Simos Gerasimou Nikolaos Matragkas 31 0 0 25 Mar 2024
Knowledge-Enhanced Dual-stream Zero-shot Composed Image Retrieval Yuchen Suo Fan Ma Linchao Zhu Yi Yang 37 19 0 24 Mar 2024
Predicate Debiasing in Vision-Language Models Integration for Scene Graph Generation Enhancement Yuxuan Wang Xiaoyuan Liu VLM 49 0 0 24 Mar 2024
G-ACIL: Analytic Learning for Exemplar-Free Generalized Class Incremental Learning Huiping Zhuang Yizhu Chen Di Fang Run He Kai Tong Hongxin Wei Ziqian Zeng Cen Chen CLL 37 1 0 23 Mar 2024
Controlled Training Data Generation with Diffusion Models Teresa Yeo Andrei Atanov Harold Benoit Aleksandr Alekseev Ruchira Ray Pooya Esmaeil Akhoondi Amir Zamir 37 4 0 22 Mar 2024
Hyperbolic Metric Learning for Visual Outlier Detection Alvaro Gonzalez-Jimenez Simone Lionetti Dena Bazazian Philippe Gottfrois Fabian Gröger M. Pouly A. Navarini 59 1 0 22 Mar 2024
FFT-based Selection and Optimization of Statistics for Robust Recognition of Severely Corrupted Images Elena Camuffo Umberto Michieli J. Moon Daehyun Kim Mete Ozay 36 2 0 21 Mar 2024
C-TPT: Calibrated Test-Time Prompt Tuning for Vision-Language Models via Text Feature Dispersion Hee Suk Yoon Eunseop Yoon Joshua Tian Jin Tee M. Hasegawa-Johnson Yingzhen Li C. Yoo VLM 60 23 0 21 Mar 2024
Just Shift It: Test-Time Prototype Shifting for Zero-Shot Generalization with Vision-Language Models Elaine Sui Xiaohan Wang Serena Yeung-Levy VLM 30 5 0 19 Mar 2024
Data-Efficient Contrastive Language-Image Pretraining: Prioritizing Data Quality over Quantity Siddharth Joshi Arnav Jain Ali Payani Baharan Mirzasoleiman VLM CLIP 33 8 0 18 Mar 2024
Improving Generalization via Meta-Learning on Hard Samples Nishant Jain A. Suggala Pradeep Shenoy OOD OffRL 29 2 0 18 Mar 2024
Expandable Subspace Ensemble for Pre-Trained Model-Based Class-Incremental Learning Da-Wei Zhou Hai-Long Sun Han-Jia Ye De-Chuan Zhan CLL 38 51 0 18 Mar 2024
Meta-Prompting for Automating Zero-shot Visual Recognition with LLMs M. Jehanzeb Mirza Leonid Karlinsky Wei Lin Sivan Doveh Jakub Micorek Mateusz Koziñski Hilde Kuhene Horst Possegger VLM MLLM 39 13 0 18 Mar 2024
Compositional Kronecker Context Optimization for Vision-Language Models Kun Ding Xiaohui Li Qiang Yu Ying Wang Haojian Zhang Shiming Xiang VLM 36 0 0 18 Mar 2024
Semantic Prompting with Image-Token for Continual Learning Jisu Han Jaemin Na Wonjun Hwang CLL VLM 40 1 0 18 Mar 2024
Uncertainty-Calibrated Test-Time Model Adaptation without Forgetting Mingkui Tan Guohao Chen Jiaxiang Wu Yifan Zhang Yaofo Chen Peilin Zhao Shuaicheng Niu TTA OOD 31 4 0 18 Mar 2024
Investigating the Benefits of Projection Head for Representation Learning Yihao Xue Eric Gan Jiayi Ni Siddharth Joshi Baharan Mirzasoleiman 41 10 0 18 Mar 2024