Title
MePT: Multi-Representation Guided Prompt Tuning for Vision-Language Model Xinyang Wang Yi Yang Minfeng Zhu Kecheng Zheng Shi Liu Wei Chen VPVLM MLLM VLM 55 1 0 19 Aug 2024
CLIP-CID: Efficient CLIP Distillation via Cluster-Instance Discrimination Kaicheng Yang Tiancheng Gu Xiang An Haiqiang Jiang Xiangzi Dai Ziyong Feng Weidong Cai Jiankang Deng VLM 54 7 0 18 Aug 2024
DPA: Dual Prototypes Alignment for Unsupervised Adaptation of Vision-Language Models Eman Ali Sathira Silva Muhammad Haris Khan VLM 37 0 0 16 Aug 2024
SLCA++: Unleash the Power of Sequential Fine-tuning for Continual Learning with Pre-training Gengwei Zhang Liyuan Wang Guoliang Kang Ling Chen Yunchao Wei VLM CLL 42 2 0 15 Aug 2024
Towards flexible perception with visual memory Robert Geirhos P. Jaini Austin Stone Sourabh Medapati Xi Yi G. Toderici Abhijit Ogale Jonathon Shlens 42 1 0 15 Aug 2024
Protected Test-Time Adaptation via Online Entropy Matching: A Betting Approach Yarin Bar Shalev Shaer Yaniv Romano TTA OOD 61 3 0 14 Aug 2024
A-BDD: Leveraging Data Augmentations for Safe Autonomous Driving in Adverse Weather and Lighting Felix Assion Florens Gressner Nitin Augustine Jona Klemenc Ahmed Hammam Alexandre Krattinger Holger Trittenbach Sascha Riemer 31 1 0 12 Aug 2024
Efficient Test-Time Prompt Tuning for Vision-Language Models Yuhan Zhu Guozhen Zhang Chen Xu Haocheng Shen Xiaoxin Chen Gangshan Wu Limin Wang VLM 37 2 0 11 Aug 2024
Efficient and Versatile Robust Fine-Tuning of Zero-shot Models Sungyeon Kim Boseung Jeong Donghyun Kim Suha Kwak VLM 36 2 0 11 Aug 2024
UNIC: Universal Classification Models via Multi-teacher Distillation Mert Bulent Sariyildiz Philippe Weinzaepfel Thomas Lucas Diane Larlus Yannis Kalantidis 34 6 0 09 Aug 2024
UniBench: Visual Reasoning Requires Rethinking Vision-Language Beyond Scaling Haider Al-Tahan Q. Garrido Randall Balestriero Diane Bouchacourt C. Hazirbas Mark Ibrahim VLM 76 10 0 09 Aug 2024
ComKD-CLIP: Comprehensive Knowledge Distillation for Contrastive Language-Image Pre-traning Model Yifan Chen Xiaozhen Qiao Zhe Sun Xuelong Li VLM 39 3 0 08 Aug 2024
PushPull-Net: Inhibition-driven ResNet robust to image corruptions Guru Swaroop Bennabhaktula Enrique Alegre N. Strisciuglio George Azzopardi 20 1 0 07 Aug 2024
CAS-ViT: Convolutional Additive Self-attention Vision Transformers for Efficient Mobile Applications Tianfang Zhang Lei Li Yang Zhou Wentao Liu Chen Qian Xiangyang Ji ViT 30 12 0 07 Aug 2024
Making Robust Generalizers Less Rigid with Loss Concentration Matthew J. Holland Toma Hamada OOD 33 0 0 07 Aug 2024
SR-CIS: Self-Reflective Incremental System with Decoupled Memory and Reasoning Biqing Qi Junqi Gao Xinquan Chen Dong Li Weinan Zhang Bowen Zhou CLL 20 1 0 04 Aug 2024
Defining and Evaluating Decision and Composite Risk in Language Models Applied to Natural Language Inference Ke Shen Mayank Kejriwal 40 0 0 04 Aug 2024
How Effective are Self-Supervised Models for Contact Identification in Videos Omri Herscovici Limalka Sadith Liel David Daniel Harari Muhammad Haris Khan 25 0 0 01 Aug 2024
Resilience and Security of Deep Neural Networks Against Intentional and Unintentional Perturbations: Survey and Research Challenges Sazzad Sayyed Milin Zhang Shahriar Rifat A. Swami Michael De Lucia Francesco Restuccia 36 1 0 31 Jul 2024
Generalized Out-of-Distribution Detection and Beyond in Vision Language Model Era: A Survey Atsuyuki Miyai Jingkang Yang Jingyang Zhang Yifei Ming Sisir Dhakal ... Yixuan Li Hai "Helen" Li Ziwei Liu Toshihiko Yamasaki Kiyoharu Aizawa 40 10 0 31 Jul 2024
Safetywashing: Do AI Safety Benchmarks Actually Measure Safety Progress? Richard Ren Steven Basart Adam Khoja Alice Gatti Long Phan ... Alexander Pan Gabriel Mukobi Ryan H. Kim Stephen Fitz Dan Hendrycks ELM 26 21 0 31 Jul 2024
Prompt-Driven Contrastive Learning for Transferable Adversarial Attacks Hunmin Yang Jongoh Jeong Kuk-Jin Yoon AAML VLM 60 4 0 30 Jul 2024
Diffusion Feedback Helps CLIP See Better Wenxuan Wang Quan-Sen Sun Fan Zhang Yepeng Tang Jing Liu Xinlong Wang VLM 46 14 0 29 Jul 2024
Detecting Unsafe Behavior in Neural Network Imitation Policies for Caregiving Robotics Andrii Tytarenko OffRL 49 0 0 29 Jul 2024
Category-Extensible Out-of-Distribution Detection via Hierarchical Context Descriptions Kai-Chun Liu Zhihang Fu Chao Chen Sheng Jin Ze Chen Mingyuan Tao Rongxin Jiang Jieping Ye VLM OODD 58 4 0 23 Jul 2024
Estimating Environmental Cost Throughout Model's Adaptive Life Cycle Vishwesh Sangarya Richard M. Bradford Jung-Eun Kim 24 2 0 23 Jul 2024
LCA-on-the-Line: Benchmarking Out-of-Distribution Generalization with Class Taxonomies Jia Shi Gautam Gare Jinjin Tian Siqi Chai Zhiqiu Lin Arun Vasudevan Di Feng Francesco Ferroni Shu Kong VLM OODD OOD 55 3 0 22 Jul 2024
Test-Time Low Rank Adaptation via Confidence Maximization for Zero-Shot Generalization of Vision-Language Models Raza Imam Hanan Gani Muhammad Huzaifa Karthik Nandakumar VLM 43 2 0 22 Jul 2024
CLIP with Generative Latent Replay: a Strong Baseline for Incremental Learning Emanuele Frascaroli Aniello Panariello Pietro Buzzega Lorenzo Bonicelli Angelo Porrello Simone Calderara VLM CLL 35 3 0 22 Jul 2024
Craft: Cross-modal Aligned Features Improve Robustness of Prompt Tuning Jingchen Sun Rohan Sharma Vishnu Suresh Lokhande Changyou Chen 44 0 0 22 Jul 2024
Realistic Evaluation of Test-Time Adaptation Algorithms: Unsupervised Hyperparameter Selection Sebastian Cygert Damian Sójka Tomasz Trzciñski Bartlomiej Twardowski 58 0 0 19 Jul 2024
Class-Incremental Learning with CLIP: Adaptive Representation Adjustment and Parameter Fusion Linlan Huang Xusheng Cao Haori Lu Xialei Liu CLL 40 11 0 19 Jul 2024
The Group Robustness is in the Details: Revisiting Finetuning under Spurious Correlations Tyler LaBonte John C. Hill Xinchen Zhang Vidya Muthukumar Abhishek Kumar AAML 41 0 0 19 Jul 2024
Robust Calibration of Large Vision-Language Adapters Balamurali Murugesan Julio Silva-Rodríguez Ismail Ben Ayed Jose Dolz OODD VLM 32 6 0 18 Jul 2024
CoAPT: Context Attribute words for Prompt Tuning Gun Lee Subin An Sungyong Baik Soochahn Lee VPVLM VLM 35 1 0 18 Jul 2024
Continual Distillation Learning: Knowledge Distillation in Prompt-based Continual Learning Qifan Zhang Yunhui Guo Yu Xiang CLL VLM 56 0 0 18 Jul 2024
Uncertainty Calibration with Energy Based Instance-wise Scaling in the Wild Dataset Mijoo Kim Junseok Kwon UQCV 30 1 0 17 Jul 2024
Distribution Alignment for Fully Test-Time Adaptation with Dynamic Online Data Streams Ziqiang Wang Zhixiang Chi Yanan Wu Li Gu Zhi Liu Konstantinos Plataniotis Yang Wang OOD TTA 42 2 0 16 Jul 2024
Domain Generalization for 6D Pose Estimation Through NeRF-based Image Synthesis Antoine Legrand R. Detry Christophe De Vleeschouwer 40 1 0 15 Jul 2024
Beyond Prompt Learning: Continual Adapter for Efficient Rehearsal-Free Continual Learning Xinyuan Gao Songlin Dong Yuhang He Qiang Wang Yihong Gong CLL 29 13 0 14 Jul 2024
Revealing the Dark Secrets of Extremely Large Kernel ConvNets on Robustness Honghao Chen Yurong Zhang Xiaokun Feng Xiangxiang Chu Kaiqi Huang AAML 42 5 0 12 Jul 2024
LAPT: Label-driven Automated Prompt Tuning for OOD Detection with Vision-Language Models Yabin Zhang Wenjie Zhu Chenhang He Lei Zhang VLM 50 7 0 12 Jul 2024
NODE-Adapter: Neural Ordinary Differential Equations for Better Vision-Language Reasoning Yi Zhang Chun-Wun Cheng Ke Yu Zhihai He Carola-Bibiane Schonlieb Angelica I Aviles-Rivero VLM 52 2 0 11 Jul 2024
Enhancing Robustness of Vision-Language Models through Orthogonality Learning and Cross-Regularization Jinlong Li Zequn Jie Elisa Ricci Lin Ma N. Sebe VLM 39 1 0 11 Jul 2024
The Misclassification Likelihood Matrix: Some Classes Are More Likely To Be Misclassified Than Others Daniel Sikar Artur Garcez Robin Bloomfield Tillman Weyde Kaleem Peeroo Naman Singh Maeve Hutchinson Dany Laksono Mirela Reljan-Delaney 46 2 0 10 Jul 2024
Enhanced Model Robustness to Input Corruptions by Per-corruption Adaptation of Normalization Statistics Elena Camuffo Umberto Michieli Simone Milani J. Moon Mete Ozay 47 1 0 08 Jul 2024
MagMax: Leveraging Model Merging for Seamless Continual Learning Daniel Marczak Bartłomiej Twardowski Tomasz Trzciñski Sebastian Cygert MoMe CLL 53 18 0 08 Jul 2024
Wavelet Convolutions for Large Receptive Fields Shahaf E. Finder Roy Amoyal Eran Treister O. Freifeld ViT MDE 32 51 0 08 Jul 2024
HiDe-PET: Continual Learning via Hierarchical Decomposition of Parameter-Efficient Tuning Liyuan Wang Jingyi Xie Xingxing Zhang Hang Su Jun Zhu CLL 47 5 0 07 Jul 2024
AWT: Transferring Vision-Language Models via Augmentation, Weighting, and Transportation Yuhan Zhu Yuyang Ji Zhiyu Zhao Gangshan Wu Limin Wang VLM 44 7 0 05 Jul 2024