Title
Unified Vision and Language Prompt Learning Yuhang Zang Wei Li Kaiyang Zhou Chen Huang Chen Change Loy VLM VPVLM 14 147 0 13 Oct 2022
Token-Label Alignment for Vision Transformers Han Xiao Wenzhao Zheng Zhengbiao Zhu Jie Zhou Jiwen Lu 6 4 0 12 Oct 2022
Foundation Transformers Hongyu Wang Shuming Ma Shaohan Huang Li Dong Wenhui Wang ... Barun Patra Zhun Liu Vishrav Chaudhary Xia Song Furu Wei AI4CE 19 27 0 12 Oct 2022
Designing Robust Transformers using Robust Kernel Density Estimation Xing Han Tongzheng Ren T. Nguyen Khai Nguyen Joydeep Ghosh Nhat Ho 21 6 0 11 Oct 2022
Revisiting adapters with adversarial training Sylvestre-Alvise Rebuffi Francesco Croce Sven Gowal AAML 31 16 0 10 Oct 2022
A Simple Baseline that Questions the Use of Pretrained-Models in Continual Learning Paul Janson Wenxuan Zhang Rahaf Aljundi Mohamed Elhoseiny VLM SSL CLL 19 52 0 10 Oct 2022
Learning to Decompose Visual Features with Latent Textual Prompts Feng Wang Manling Li Xudong Lin Hairong Lv A. Schwing Heng Ji VLM 19 23 0 09 Oct 2022
Test-time Recalibration of Conformal Predictors Under Distribution Shift Based on Unlabeled Examples Fatih Yilmaz Reinhard Heckel 15 0 0 09 Oct 2022
APE: Aligning Pretrained Encoders to Quickly Learn Aligned Multimodal Representations Elan Rosenfeld Preetum Nakkiran Hadi Pouransari Oncel Tuzel Fartash Faghri 60 6 0 08 Oct 2022
ViewFool: Evaluating the Robustness of Visual Recognition to Adversarial Viewpoints Yinpeng Dong Shouwei Ruan Hang Su Cai Kang Xingxing Wei Junyi Zhu AAML 28 50 0 08 Oct 2022
MaPLe: Multi-modal Prompt Learning Muhammad Uzair Khattak H. Rasheed Muhammad Maaz Salman Khan F. Khan VPVLM VLM 186 530 0 06 Oct 2022
Bayesian Prompt Learning for Image-Language Model Generalization Mohammad Mahdi Derakhshani Enrique Sanchez Adrian Bulat Victor G. Turrisi da Costa Cees G. M. Snoek Georgios Tzimiropoulos Brais Martínez VPVLM VLM 92 34 0 05 Oct 2022
Exploring The Role of Mean Teachers in Self-supervised Masked Auto-Encoders Youngwan Lee Jeffrey Willette Jonghee Kim Juho Lee Sung Ju Hwang 26 16 0 05 Oct 2022
Benchmarking Learnt Radio Localisation under Distribution Shift Maximilian Arnold Mohammed Alloulah 26 2 0 04 Oct 2022
PLOT: Prompt Learning with Optimal Transport for Vision-Language Models Guangyi Chen Weiran Yao Xiangchen Song Xinyue Li Yongming Rao Kun Zhang VPVLM VLM 8 62 0 03 Oct 2022
LPT: Long-tailed Prompt Tuning for Image Classification Bowen Dong Pan Zhou Shuicheng Yan W. Zuo VPVLM VLM 49 53 0 03 Oct 2022
Domain Generalization -- A Causal Perspective Paras Sheth Raha Moraffah K. S. Candan A. Raglin Huan Liu CML OOD 45 17 0 30 Sep 2022
A Multiagent Framework for the Asynchronous and Collaborative Extension of Multitask ML Systems Andrea Gesmundo 21 2 0 29 Sep 2022
Transfer Learning with Pretrained Remote Sensing Transformers A. Fuller K. Millard J.R. Green 25 11 0 28 Sep 2022
CALIP: Zero-Shot Enhancement of CLIP with Parameter-free Attention Ziyu Guo Renrui Zhang Longtian Qiu Xianzheng Ma Xupeng Miao Xuming He Bin Cui VLM AAML 57 109 0 28 Sep 2022
UniCLIP: Unified Framework for Contrastive Language-Image Pre-training Janghyeon Lee Jongsuk Kim Hyounguk Shon Bumsoo Kim Seung Wook Kim Honglak Lee Junmo Kim CLIP VLM 50 53 0 27 Sep 2022
Raising the Bar on the Evaluation of Out-of-Distribution Detection Jishnu Mukhoti Tsung-Yu Lin Bor-Chun Chen Ashish Shah Philip H. S. Torr P. Dokania Ser-Nam Lim OODD 13 4 0 24 Sep 2022
Quantile-constrained Wasserstein projections for robust interpretability of numerical and machine learning models Marouane Il Idrissi Nicolas Bousquet Fabrice Gamboa Bertrand Iooss Jean-Michel Loubes 32 2 0 23 Sep 2022
AcroFOD: An Adaptive Method for Cross-domain Few-shot Object Detection Yipeng Gao Lingxiao Yang Yunmu Huang Song Xie Shiyong Li Weihao Zheng ObjD 45 26 0 22 Sep 2022
Enhance the Visual Representation via Discrete Adversarial Training Xiaofeng Mao YueFeng Chen Ranjie Duan Yao Zhu Gege Qi Shaokai Ye Xiaodan Li Rong Zhang Hui Xue 39 31 0 16 Sep 2022
Explicit Tradeoffs between Adversarial and Natural Distributional Robustness Mazda Moayeri Kiarash Banihashem S. Feizi OOD 70 21 0 15 Sep 2022
Test-Time Training with Masked Autoencoders Yossi Gandelsman Yu Sun Xinlei Chen Alexei A. Efros OOD 22 163 0 15 Sep 2022
Test-Time Prompt Tuning for Zero-Shot Generalization in Vision-Language Models Manli Shu Weili Nie De-An Huang Zhiding Yu Tom Goldstein Anima Anandkumar Chaowei Xiao VLM VPVLM 183 280 0 15 Sep 2022
A Continual Development Methodology for Large-scale Multitask Dynamic ML Systems Andrea Gesmundo 19 18 0 15 Sep 2022
PaLI: A Jointly-Scaled Multilingual Language-Image Model Xi Chen Xiao Wang Soravit Changpinyo A. Piergiovanni Piotr Padlewski ... Andreas Steiner A. Angelova Xiaohua Zhai N. Houlsby Radu Soricut MLLM VLM 31 682 0 14 Sep 2022
On the Optimal Combination of Cross-Entropy and Soft Dice Losses for Lesion Segmentation with Out-of-Distribution Robustness Adrian Galdran G. Carneiro M. A. G. Ballester OOD 21 17 0 13 Sep 2022
Design of the topology for contrastive visual-textual alignment Zhun Sun 25 1 0 05 Sep 2022
Take One Gram of Neural Features, Get Enhanced Group Robustness Simon Roburin Charles Corbière Gilles Puy Nicolas Thome Matthieu Aubry Renaud Marlet Patrick Pérez OOD 19 0 0 26 Aug 2022
OOD-Probe: A Neural Interpretation of Out-of-Domain Generalization Zining Zhu Soroosh Shahtalebi Frank Rudzicz 21 4 0 25 Aug 2022
Meta-Causal Feature Learning for Out-of-Distribution Generalization Yuqing Wang Xiangxian Li Zhuang Qi Jingyu Li Xuelong Li Xiangxu Meng Lei Meng OOD OODD BDL 38 25 0 22 Aug 2022
Discovering Bugs in Vision Models using Off-the-shelf Image Generation and Captioning Olivia Wiles Isabela Albuquerque Sven Gowal VLM 30 46 0 18 Aug 2022
Dual Modality Prompt Tuning for Vision-Language Pre-Trained Model Yinghui Xing Qirui Wu De-Chun Cheng Shizhou Zhang Guoqiang Liang Peng Wang Yanning Zhang VLM VPVLM 52 51 0 17 Aug 2022
Introducing Intermediate Domains for Effective Self-Training during Test-Time Robert A. Marsden Mario Döbler Bin Yang TTA OOD 27 8 0 16 Aug 2022
SemAug: Semantically Meaningful Image Augmentations for Object Detection Through Language Grounding M. Heisler Amin Banitalebi-Dehkordi Yong Zhang ObjD 14 2 0 15 Aug 2022
BEiT v2: Masked Image Modeling with Vector-Quantized Visual Tokenizers Zhiliang Peng Li Dong Hangbo Bao QiXiang Ye Furu Wei 16 304 0 12 Aug 2022
MILAN: Masked Image Pretraining on Language Assisted Representation Zejiang Hou Fei Sun Yen-kuang Chen Yuan Xie S. Kung ViT 26 68 0 11 Aug 2022
Quality Not Quantity: On the Interaction between Dataset Design and Robustness of CLIP Thao Nguyen Gabriel Ilharco Mitchell Wortsman Sewoong Oh Ludwig Schmidt CLIP VLM 38 97 0 10 Aug 2022
Abutting Grating Illusion: Cognitive Challenge to Neural Network Models Jinyu Fan Yi Zeng AAML 29 1 0 08 Aug 2022
What can we Learn by Predicting Accuracy? Olivier Risser-Maroix Benjamin Chamand 22 4 0 02 Aug 2022
Pro-tuning: Unified Prompt Tuning for Vision Tasks Xing Nie Bolin Ni Jianlong Chang Gaomeng Meng Chunlei Huo Zhaoxiang Zhang Shiming Xiang Qi Tian Chunhong Pan AAML VPVLM VLM 19 69 0 28 Jul 2022
Visual correspondence-based explanations improve AI robustness and human-AI team accuracy Giang Nguyen Mohammad Reza Taesiri Anh Totti Nguyen 30 42 0 26 Jul 2022
An Impartial Take to the CNN vs Transformer Robustness Contest Francesco Pinto Philip H. S. Torr P. Dokania UQCV AAML 22 48 0 22 Jul 2022
On the Robustness of 3D Object Detectors Fatima Albreiki Sultan Abughazal Jean Lahoud Rao Anwer Hisham Cholakkal F. Khan 3DPC 10 5 0 20 Jul 2022
Probable Domain Generalization via Quantile Risk Minimization Cian Eastwood Alexander Robey Shashank Singh Julius von Kügelgen Hamed Hassani George J. Pappas Bernhard Schölkopf OOD 27 61 0 20 Jul 2022
Test-Time Adaptation via Conjugate Pseudo-labels Sachin Goyal Mingjie Sun Aditi Raghunathan Zico Kolter OOD 20 95 0 20 Jul 2022