Title
Enhancing Vision-Language Model with Unmasked Token Alignment Jihao Liu Jinliang Zheng Boxiao Liu Yu Liu Hongsheng Li CLIP 24 0 0 29 May 2024
EntProp: High Entropy Propagation for Improving Accuracy and Robustness Shohei Enomoto AAML 27 1 0 29 May 2024
Frustratingly Easy Test-Time Adaptation of Vision-Language Models Matteo Farina Gianni Franchi Giovanni Iacca Massimiliano Mancini Elisa Ricci VLM 37 4 0 28 May 2024
Multilingual Diversity Improves Vision-Language Representations Thao Nguyen Matthew Wallingford Sebastin Santy Wei-Chiu Ma Sewoong Oh Ludwig Schmidt Pang Wei Koh Ranjay Krishna VLM 35 5 0 27 May 2024
Benchmarking and Improving Bird's Eye View Perception Robustness in Autonomous Driving Shaoyuan Xie Lingdong Kong Wenwei Zhang Jiawei Ren Liang Pan Kai-xiang Chen Ziwei Liu AAML 55 9 0 27 May 2024
Synergy and Diversity in CLIP: Enhancing Performance Through Adaptive Backbone Ensembling Cristian Rodriguez-Opazo Ehsan Abbasnejad Damien Teney Edison Marrese-Taylor Hamed Damirchi A. Hengel VLM 40 1 0 27 May 2024
CRoFT: Robust Fine-Tuning with Concurrent Optimization for OOD Generalization and Open-Set OOD Detection Lin Zhu Yifeng Yang Qinying Gu Xinbing Wang Cheng Zhou Nanyang Ye VLM 29 2 0 26 May 2024
Feature Protection For Out-of-distribution Generalization Lu Tan Huei Zhou Yinxiang Huang Zeming Zheng Yujiu Yang OODD 36 0 0 25 May 2024
Automatic Data Curation for Self-Supervised Learning: A Clustering-Based Approach Huy V. Vo Vasil Khalidov Timothée Darcet Théo Moutakanni Nikita Smetanin ... Maxime Oquab Armand Joulin Hervé Jégou Patrick Labatut Piotr Bojanowski SSL 53 18 0 24 May 2024
CLIP model is an Efficient Online Lifelong Learner Leyuan Wang Liuyu Xiang Yujie Wei Yunlong Wang Zhaofeng He VLM CLL 29 3 0 24 May 2024
DEEM: Diffusion Models Serve as the Eyes of Large Language Models for Image Perception Run Luo Yunshui Li Longze Chen Wanwei He Ting-En Lin ... Zikai Song Xiaobo Xia Tongliang Liu Min Yang Binyuan Hui VLM DiffM 72 15 0 24 May 2024
What Variables Affect Out-Of-Distribution Generalization in Pretrained Models? Md Yousuf Harun Kyungbok Lee Jhair Gallardo Giri Krishnan Christopher Kanan 33 2 0 23 May 2024
A Lost Opportunity for Vision-Language Models: A Comparative Study of Online Test-time Adaptation for Vision-Language Models Mario Döbler Robert A. Marsden Tobias Raichle Bin Yang VLM 29 5 0 23 May 2024
CLIPScope: Enhancing Zero-Shot OOD Detection with Bayesian Scoring Hao Fu Naman Patel P. Krishnamurthy Farshad Khorrami OODD 26 4 0 23 May 2024
Towards Cross-modal Backward-compatible Representation Learning for Vision-Language Models Young Kyun Jang Ser-nam Lim VLM 26 1 0 23 May 2024
IB-AdCSCNet:Adaptive Convolutional Sparse Coding Network Driven by Information Bottleneck He Zou Mengén Qin Yu Song Xiaohui Yang 45 0 0 23 May 2024
Harmony: A Joint Self-Supervised and Weakly-Supervised Framework for Learning General Purpose Visual Representations Mohammed Baharoon Jonathan Klein D. L. Michels SSL VLM 41 0 0 23 May 2024
LookHere: Vision Transformers with Directed Attention Generalize and Extrapolate A. Fuller Daniel G. Kyrollos Yousef Yassin James R. Green 46 2 0 22 May 2024
Vision Transformer with Sparse Scan Prior Qihang Fan Huaibo Huang Mingrui Chen Ran He ViT 45 5 0 22 May 2024
Transparency Distortion Robustness for SOTA Image Segmentation Tasks Volker Knauthe Arne Rak Tristan Wirth Thomas Pollabauer Simon Metzler Arjan Kuijper Dieter W. Fellner 29 2 0 21 May 2024
FeTT: Continual Class Incremental Learning via Feature Transformation Tuning Sunyuan Qiang Xuxin Lin Yanyan Liang Jun Wan Du Zhang CLL 43 1 0 20 May 2024
Preparing for Black Swans: The Antifragility Imperative for Machine Learning Ming Jin 36 2 0 18 May 2024
BEHAVIOR Vision Suite: Customizable Dataset Generation via Simulation Yunhao Ge Yihe Tang Jiashu Xu Cem Gokmen Chengshu Li ... Miao Liu Pengchuan Zhang Ruohan Zhang Fei-Fei Li Jiajun Wu VGen 46 6 0 15 May 2024
Efficient Vision-Language Pre-training by Cluster Masking Zihao Wei Zixuan Pan Andrew Owens VLM 26 8 0 14 May 2024
The Entropy Enigma: Success and Failure of Entropy Minimization Ori Press Ravid Shwartz-Ziv Yann LeCun Matthias Bethge UQCV 44 12 0 08 May 2024
iSEARLE: Improving Textual Inversion for Zero-Shot Composed Image Retrieval Lorenzo Agnolucci Alberto Baldrati Marco Bertini A. Bimbo 38 10 0 05 May 2024
On the test-time zero-shot generalization of vision-language models: Do we really need prompt learning? Maxime Zanella Ismail Ben Ayed VLM MLLM 50 22 0 03 May 2024
Language-Enhanced Latent Representations for Out-of-Distribution Detection in Autonomous Driving Zhenjiang Mao Dong-You Jhong Ao Wang Ivan Ruchkin OODD 31 2 0 02 May 2024
Towards Incremental Learning in Large Language Models: A Critical Review M. Jovanovic Peter Voss ELM CLL KELM 34 5 0 28 Apr 2024
IMEX-Reg: Implicit-Explicit Regularization in the Function Space for Continual Learning Prashant Bhat Bharath Renjith Elahe Arani Bahram Zonooz CLL 40 2 0 28 Apr 2024
HYPE: Hyperbolic Entailment Filtering for Underspecified Images and Texts Wonjae Kim Sanghyuk Chun Taekyung Kim Dongyoon Han Sangdoo Yun 39 7 0 26 Apr 2024
Adversarial Reweighting with $α$ -Power Maximization for Domain Adaptation Xiang Gu Xi Yu Yan Yang Jian Sun Zongben Xu 43 0 0 26 Apr 2024
AAPL: Adding Attributes to Prompt Learning for Vision-Language Models Gahyeon Kim Sohee Kim Seokju Lee VLM 27 5 0 25 Apr 2024
Embracing Diversity: Interpretable Zero-shot classification beyond one vector per class Mazda Moayeri Michael G. Rabbat Mark Ibrahim Diane Bouchacourt VLM 46 1 0 25 Apr 2024
Unexplored Faces of Robustness and Out-of-Distribution: Covariate Shifts in Environment and Sensor Domains Eunsu Baek Keondo Park Jiyoon Kim Hyung-Sin Kim OODD OOD 31 4 0 24 Apr 2024
SPARO: Selective Attention for Robust and Compositional Transformer Encodings for Vision Ankit Vani Bac Nguyen Samuel Lavoie Ranjay Krishna Aaron Courville 31 1 0 24 Apr 2024
STAT: Towards Generalizable Temporal Action Localization Yangcen Liu Ziyi Liu Yuanhao Zhai Wen Li David Doerman Junsong Yuan 29 2 0 20 Apr 2024
Optimizing Calibration by Gaining Aware of Prediction Correctness Yuchi Liu Lei Wang Yuli Zou James Zou Liang Zheng UQCV 41 1 0 19 Apr 2024
Omniview-Tuning: Boosting Viewpoint Invariance of Vision-Language Pre-training Models Shouwei Ruan Yinpeng Dong Hanqing Liu Yao Huang Hang Su Xingxing Wei VLM 47 1 0 18 Apr 2024
Domain-Specific Block Selection and Paired-View Pseudo-Labeling for Online Test-Time Adaptation Yeonguk Yu Sungho Shin S. Back Minhwan Ko Sangjun Noh Kyoobin Lee TTA OOD 34 4 0 17 Apr 2024
Can We Break Free from Strong Data Augmentations in Self-Supervised Learning? Shruthi Gowda Elahe Arani Bahram Zonooz 33 1 0 15 Apr 2024
RankCLIP: Ranking-Consistent Language-Image Pretraining Yiming Zhang Zhuokai Zhao Zhaorun Chen Zhili Feng Zenghui Ding Yining Sun SSL VLM 48 7 0 15 Apr 2024
Counteracting Concept Drift by Learning with Future Malware Predictions B. Bosanský Lada Hospodkova Michal Najman M. Rigaki E. Babayeva Viliam Lisý AAML 24 1 0 14 Apr 2024
DetCLIPv3: Towards Versatile Generative Open-vocabulary Object Detection Lewei Yao Renjie Pi Jianhua Han Xiaodan Liang Hang Xu Wei Zhang Zhenguo Li Dan Xu VLM ObjD 53 20 0 14 Apr 2024
AMU-Tuning: Effective Logit Bias for CLIP-based Few-shot Learning Yuwei Tang Zhenyi Lin Qilong Wang Pengfei Zhu Qinghua Hu 30 11 0 13 Apr 2024
Scaling (Down) CLIP: A Comprehensive Analysis of Data, Architecture, and Training Strategies Zichao Li Cihang Xie E. D. Cubuk CLIP 34 8 0 12 Apr 2024
DGMamba: Domain Generalization via Generalized State Space Model Shaocong Long Qianyu Zhou Xiangtai Li Xuequan Lu Chenhao Ying Yuan Luo Lizhuang Ma Shuicheng Yan 51 9 0 11 Apr 2024
PromptSync: Bridging Domain Gaps in Vision-Language Models through Class-Aware Prototype Alignment and Discrimination Anant Khandelwal VLM 23 1 0 11 Apr 2024
Scaling Laws for Data Filtering -- Data Curation cannot be Compute Agnostic Sachin Goyal Pratyush Maini Zachary Chase Lipton Aditi Raghunathan J. Zico Kolter 50 41 0 10 Apr 2024
Identification of Fine-grained Systematic Errors via Controlled Scene Generation Valentyn Boreiko Matthias Hein J. H. Metzen 35 1 0 10 Apr 2024