Title
DePT: Decoupled Prompt Tuning Ji Zhang Shihan Wu Lianli Gao Hengtao Shen Jingkuan Song VLM 37 27 0 14 Sep 2023
Sight Beyond Text: Multi-Modal Training Enhances LLMs in Truthfulness and Ethics Haoqin Tu Bingchen Zhao Chen Wei Cihang Xie MLLM 43 14 0 13 Sep 2023
TAP: Targeted Prompting for Task Adaptive Generation of Textual Training Instances for Visual Classification M. Jehanzeb Mirza Leonid Karlinsky Wei Lin Horst Possegger Rogerio Feris Horst Bischof VLM 40 6 0 13 Sep 2023
Assessing the Generalization Gap of Learning-Based Speech Enhancement Systems in Noisy and Reverberant Environments Philippe Gonzalez T. S. Alstrøm Tobias May 30 13 0 12 Sep 2023
Hazards in Deep Learning Testing: Prevalence, Impact and Recommendations Salah Ghamizi Maxime Cordy Yuejun Guo Mike Papadakis And Yves Le Traon 31 1 0 11 Sep 2023
Outlier Robust Adversarial Training Shu Hu Zhenhuan Yang X. Wang Yiming Ying Siwei Lyu AAML 37 9 0 10 Sep 2023
On the Efficacy of Multi-scale Data Samplers for Vision Applications Elvis Nunez Thomas Merth Anish K. Prabhu Mehrdad Farajtabar Mohammad Rastegari Sachin Mehta Maxwell Horton 28 1 0 08 Sep 2023
REALM: Robust Entropy Adaptive Loss Minimization for Improved Single-Sample Test-Time Adaptation Skyler Seto B. Theobald Federico Danieli Navdeep Jaitly Dan Busbridge TTA OOD 50 6 0 07 Sep 2023
Understanding Data Augmentation from a Robustness Perspective Zhendong Liu Jie Zhang Qiangqiang He Chongjun Wang AAML 34 1 0 07 Sep 2023
Distribution-Aware Prompt Tuning for Vision-Language Models Eulrang Cho Jooyeon Kim Hyunwoo J. Kim VPVLM VLM 41 21 0 06 Sep 2023
Large Separable Kernel Attention: Rethinking the Large Kernel Attention Design in CNN Kin Wai Lau L. Po Yasar Abbas Ur Rehman VLM 32 204 0 04 Sep 2023
BDC-Adapter: Brownian Distance Covariance for Better Vision-Language Reasoning Yi Zhang Ce Zhang Zihan Liao Yushun Tang Zhihai He BDL VLM 33 10 0 03 Sep 2023
LoGoPrompt: Synthetic Text Images Can Be Good Visual Prompts for Vision-Language Models Cheng Shi Sibei Yang VLM 27 21 0 03 Sep 2023
Exploring the Robustness of Human Parsers Towards Common Corruptions Sanyi Zhang Xiaochun Cao Rui Wang Guohong Qi Jie Zhou 27 1 0 02 Sep 2023
Introducing Language Guidance in Prompt-based Continual Learning Muhammad Gul Zain Ali Khan Muhammad Ferjad Naeem Luc Van Gool D. Stricker F. Tombari Muhammad Zeshan Afzal VLM CLL 22 48 0 30 Aug 2023
3D Adversarial Augmentations for Robust Out-of-Domain Predictions Alexander Lehner Stefano Gasperini Alvaro Marcos-Ramiro Michael Schmidt Nassir Navab Benjamin Busam F. Tombari 3DPC 36 7 0 29 Aug 2023
Cross-Modal Retrieval Meets Inference:Improving Zero-Shot Classification with Cross-Modal Retrieval Seong-Hoon Eom Namgyu Ho Jaehoon Oh Se-Young Yun CLIP VLM 38 0 0 29 Aug 2023
Classification robustness to common optical aberrations Patrick Müller Alexander Braun Margret Keuper 33 10 0 29 Aug 2023
Read-only Prompt Optimization for Vision-Language Few-shot Learning Dongjun Lee Seokwon Song Jihee G. Suh Joonmyeong Choi S. Lee Hyunwoo J.Kim VLM 52 42 0 29 Aug 2023
Do the Frankenstein, or how to achieve better out-of-distribution performance with manifold mixing model soup Hannes Fassold MoMe UQCV 34 2 0 28 Aug 2023
GOPro: Generate and Optimize Prompts in CLIP using Self-Supervised Learning Mainak Singha Ankit Jha Biplab Banerjee VLM 39 4 0 22 Aug 2023
Unsupervised Prototype Adapter for Vision-Language Models Yi Zhang Ce Zhang Xue-mei Hu Z. He VLM 34 4 0 22 Aug 2023
Expecting The Unexpected: Towards Broad Out-Of-Distribution Detection Charles Guille-Escuret Pierre-Andre Noel Ioannis Mitliagkas David Vazquez João Monteiro OOD OODD 37 0 0 22 Aug 2023
Knowledge-Aware Prompt Tuning for Generalizable Vision-Language Models Baoshuo Kan Teng Wang Wenpeng Lu Xiantong Zhen Weili Guan Feng Zheng VPVLM VLM 36 25 0 22 Aug 2023
Foundation Model-oriented Robustness: Robust Image Model Evaluation with Pretrained Models Peiyan Zhang Hao Liu Chaozhuo Li Xing Xie Sunghun Kim Haohan Wang VLM OOD 42 8 0 21 Aug 2023
When Prompt-based Incremental Learning Does Not Meet Strong Pretraining Yuyao Tang Yifan Peng Weiwen Zheng CLL VLM 33 32 0 21 Aug 2023
DPL: Decoupled Prompt Learning for Vision-Language Models C. Xu Yuhan Zhu Guozhen Zhang Haocheng Shen Yixuan Liao Xiaoxin Chen Gangshan Wu Limin Wang VLM 29 5 0 19 Aug 2023
On the Robustness of Open-World Test-Time Training: Self-Training with Dynamic Prototype Expansion Yu-Sheng Li Xun Xu Yongyi Su Kui Jia OOD VLM TTA 32 19 0 19 Aug 2023
On the Effectiveness of LayerNorm Tuning for Continual Learning in Vision Transformers Thomas De Min Massimiliano Mancini Alahari Karteek Xavier Alameda-Pineda Elisa Ricci CLL 34 9 0 18 Aug 2023
Online Class Incremental Learning on Stochastic Blurry Task Boundary via Mask and Visual Prompt Tuning Jun-Yeong Moon Keondo Park Jung Uk Kim Gyeong-Moon Park CLL 34 23 0 18 Aug 2023
Distance Matters For Improving Performance Estimation Under Covariate Shift Mélanie Roschewitz Ben Glocker 30 1 0 14 Aug 2023
$The Sound Demixing Challenge 2023 $\unicode{x2013}$ Music Demixing Track$ The Sound Demixing Challenge 2023 $\unicode{x2013}$ Music Demixing Track Giorgio Fabbro Stefan Uhlich Chieh-Hsin Lai Woosung Choi Marco A. Martínez-Ramírez ... Jun Hyung Lee Yuanliang Dong Xinran Zhang Jiafeng Liu Yuki Mitsufuji 55 20 0 14 Aug 2023
Diverse Data Augmentation with Diffusions for Effective Test-time Prompt Tuning Chun-Mei Feng Kai Yu Yong Liu Salman Khan W. Zuo VLM 27 79 0 11 Aug 2023
Distributionally Robust Classification on a Data Budget Ben Feuer Ameya Joshi Minh Pham Chinmay Hegde OOD 42 2 0 07 Aug 2023
Auditing and Robustifying COVID-19 Misinformation Datasets via Anticontent Sampling Clay H. Yoo Ashiqur R. KhudaBukhsh 33 5 0 05 Aug 2023
VisAlign: Dataset for Measuring the Degree of Alignment between AI and Humans in Visual Perception Jiyoung Lee Seung Wook Kim Seunghyun Won Joonseok Lee Marzyeh Ghassemi James Thorne Jaeseok Choi O.-Kil Kwon Edward Choi 44 1 0 03 Aug 2023
PerceptionCLIP: Visual Classification by Inferring and Conditioning on Contexts Bang An Sicheng Zhu Michael-Andrei Panaitescu-Liess Chaithanya Kumar Mummadi Furong Huang VLM 38 7 0 02 Aug 2023
Improving Pixel-based MIM by Reducing Wasted Modeling Capability Yuan Liu Songyang Zhang Jiacheng Chen Zhaohui Yu Kai-xiang Chen Dahua Lin 40 29 0 01 Aug 2023
Cross-Modal Concept Learning and Inference for Vision-Language Models Yi Zhang Ce Zhang Yushun Tang Z. He VLM MLLM CLIP 39 15 0 28 Jul 2023
NSA: Naturalistic Support Artifact to Boost Network Confidence Abhijith Sharma Phil Munz Apurva Narayan AAML 32 1 0 27 Jul 2023
Provable Guarantees for Generative Behavior Cloning: Bridging Low-Level Stability and High-Level Behavior Adam Block Ali Jadbabaie Daniel Pfrommer Max Simchowitz Russ Tedrake DiffM 52 22 0 27 Jul 2023
Foundational Models Defining a New Era in Vision: A Survey and Outlook Muhammad Awais Muzammal Naseer Salman Khan Rao Muhammad Anwer Hisham Cholakkal M. Shah Ming-Hsuan Yang Fahad Shahbaz Khan VLM 43 119 0 25 Jul 2023
Does Progress On Object Recognition Benchmarks Improve Real-World Generalization? Megan Richards Polina Kirichenko Diane Bouchacourt Mark Ibrahim VLM 68 13 0 24 Jul 2023
CLIP-KD: An Empirical Study of CLIP Model Distillation Chuanguang Yang Zhulin An Libo Huang Junyu Bi Xinqiang Yu Hansheng Yang Boyu Diao Yongjun Xu VLM 37 27 0 24 Jul 2023
COCO-O: A Benchmark for Object Detectors under Natural Distribution Shifts Xiaofeng Mao YueFeng Chen Yao Zhu Da Chen Hang Su Rong Zhang H. Xue ObjD OOD 46 18 0 24 Jul 2023
Challenges for Monocular 6D Object Pose Estimation in Robotics S. Thalhammer Dominik Bauer Peter Honig Jean-Baptiste Weibel José García-Rodríguez Markus Vincze 53 24 0 22 Jul 2023
HybridAugment++: Unified Frequency Spectra Perturbations for Model Robustness M. K. Yucel R. G. Cinbis Pinar Duygulu AAML 46 10 0 21 Jul 2023
Improving Viewpoint Robustness for Visual Recognition via Adversarial Training Shouwei Ruan Yinpeng Dong Han Su Jianteng Peng Ning Chen Xingxing Wei 22 5 0 21 Jul 2023
Tuning Pre-trained Model via Moment Probing Mingze Gao Qilong Wang Zhenyi Lin Pengfei Zhu Qinghua Hu Jingbo Zhou 27 7 0 21 Jul 2023
A Holistic Assessment of the Reliability of Machine Learning Systems Anthony Corso David Karamadian Romeo Valentin Mary Cooper Mykel J. Kochenderfer 35 6 0 20 Jul 2023