Title
DeCoOp: Robust Prompt Tuning with Out-of-Distribution Detection Zhi-Hua Zhou Ming Yang Jiang-Xin Shi Lan-Zhe Guo Yu-Feng Li OODD VLM 34 4 0 01 Jun 2024
Language Augmentation in CLIP for Improved Anatomy Detection on Multi-modal Medical Images Mansi Kakkar D. Shanbhag Chandan Aladahalli M. GurunathReddy VLM LM&MA MedIm 31 2 0 31 May 2024
Weights Augmentation: it has never ever ever ever let her model down Junbin Zhuang Guiguang Din Yunyi Yan 35 1 0 30 May 2024
Low-Rank Few-Shot Adaptation of Vision-Language Models Maxime Zanella Ismail Ben Ayed OffRL VLM 53 26 0 28 May 2024
WIDIn: Wording Image for Domain-Invariant Representation in Single-Source Domain Generalization Jiawei Ma Yulei Niu Shiyuan Huang G. Han Shih-Fu Chang VLM 42 1 0 28 May 2024
More Than Catastrophic Forgetting: Integrating General Capabilities For Domain-Specific LLMs Chengyuan Liu Shihang Wang Yangyang Kang Lizhi Qing Fubang Zhao Changlong Sun Kun Kuang Fei Wu ELM AILaw CLL 19 6 0 28 May 2024
Safe LoRA: the Silver Lining of Reducing Safety Risks when Fine-tuning Large Language Models Chia-Yi Hsu Yu-Lin Tsai Chih-Hsun Lin Pin-Yu Chen Chia-Mu Yu Chun-ying Huang 46 32 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
Ensembling Diffusion Models via Adaptive Feature Aggregation Cong Wang Kuan Tian Yonghang Guan Jun Zhang Zhiwei Jiang Fei Shen Xiao Han 44 5 0 27 May 2024
Feature Protection For Out-of-distribution Generalization Lu Tan Huei Zhou Yinxiang Huang Zeming Zheng Yujiu Yang OODD 46 0 0 25 May 2024
Pre-Trained Vision-Language Models as Partial Annotators Qian-Wei Wang Yuqiu Xie Letian Zhang Zimo Liu Shu-Tao Xia VLM 38 2 0 23 May 2024
Learning More Generalized Experts by Merging Experts in Mixture-of-Experts Sejik Park FedML CLL MoMe 32 5 0 19 May 2024
Localizing Task Information for Improved Model Merging and Compression Ke Wang Nikolaos Dimitriadis Guillermo Ortiz-Jimenez Franccois Fleuret Pascal Frossard MoMe 33 46 0 13 May 2024
ELiTe: Efficient Image-to-LiDAR Knowledge Transfer for Semantic Segmentation Zhibo Zhang Ximing Yang Weizhong Zhang Cheng Jin 35 0 0 07 May 2024
Adapting to Distribution Shift by Visual Domain Prompt Generation Zhixiang Chi Li Gu Tao Zhong Huan Liu Yuanhao Yu Konstantinos N Plataniotis Yang Wang VLM OOD 39 7 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 23 0 03 May 2024
Revisiting the Adversarial Robustness of Vision Language Models: a Multimodal Perspective Wanqi Zhou Shuanghao Bai Qibin Zhao Badong Chen VLM AAML 44 5 0 30 Apr 2024
OpenStreetView-5M: The Many Roads to Global Visual Geolocation Guillaume Astruc Nicolas Dufour Ioannis Siglidis Constantin Aronssohn Nacim Bouia ... Charles Raude Elliot Vincent Lintao Xu Hongyu Zhou Loic Landrieu 34 6 0 29 Apr 2024
Robust Fine-tuning for Pre-trained 3D Point Cloud Models Zhibo Zhang Ximing Yang Weizhong Zhang Cheng Jin 3DPC 41 1 0 25 Apr 2024
Improving Multi-label Recognition using Class Co-Occurrence Probabilities Samyak Rawlekar Shubhang Bhatnagar Vishnuvardhan Pogunulu Srinivasulu Narendra Ahuja VLM 37 5 0 24 Apr 2024
Optimization of Prompt Learning via Multi-Knowledge Representation for Vision-Language Models Enming Zhang Bingke Zhu Yingying Chen Qinghai Miao Ming Tang Jinqiao Wang VLM 41 0 0 16 Apr 2024
Balancing Speciality and Versatility: a Coarse to Fine Framework for Supervised Fine-tuning Large Language Model Hengyuan Zhang Yanru Wu Dawei Li Zacc Yang Rui Zhao Yong Jiang Fei Tan ALM 32 0 0 16 Apr 2024
PracticalDG: Perturbation Distillation on Vision-Language Models for Hybrid Domain Generalization Zining Chen Weiqiu Wang Zhicheng Zhao Fei Su Aidong Men Hongying Meng VLM 37 7 0 13 Apr 2024
FLoRA: Enhancing Vision-Language Models with Parameter-Efficient Federated Learning Duy Phuong Nguyen J. P. Muñoz Ali Jannesari VLM 31 6 0 12 Apr 2024
DIMAT: Decentralized Iterative Merging-And-Training for Deep Learning Models Nastaran Saadati Minh Pham Nasla Saleem Joshua R. Waite Aditya Balu Zhanhong Jiang Chinmay Hegde Soumik Sarkar MoMe 45 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 56 41 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 71 6 0 09 Apr 2024
Predicting the Performance of Foundation Models via Agreement-on-the-Line Aman Mehra Rahul Saxena Taeyoun Kim Christina Baek Zico Kolter Aditi Raghunathan UQCV 43 1 0 02 Apr 2024
Modality Translation for Object Detection Adaptation Without Forgetting Prior Knowledge H. R. Medeiros Masih Aminbeidokhti F. Guerrero-Peña David Latortue Eric Granger M. Pedersoli VLM 45 2 0 01 Apr 2024
Privacy Backdoors: Enhancing Membership Inference through Poisoning Pre-trained Models Yuxin Wen Leo Marchyok Sanghyun Hong Jonas Geiping Tom Goldstein Nicholas Carlini SILM AAML 36 9 0 01 Apr 2024
Lipsum-FT: Robust Fine-Tuning of Zero-Shot Models Using Random Text Guidance G. Nam Byeongho Heo Juho Lee VLM 39 5 0 01 Apr 2024
Prompt Learning via Meta-Regularization Jinyoung Park Juyeon Ko Hyunwoo J. Kim VLM VPVLM 47 14 0 01 Apr 2024
Is Synthetic Image Useful for Transfer Learning? An Investigation into Data Generation, Volume, and Utilization Yuhang Li Xin Dong Chen Chen Jingtao Li Yuxin Wen Michael Spranger Lingjuan Lyu DiffM 30 4 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 32 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
On the Benefits of Over-parameterization for Out-of-Distribution Generalization Yifan Hao Yong Lin Difan Zou Tong Zhang OODD OOD 42 4 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
Towards Low-Energy Adaptive Personalization for Resource-Constrained Devices Yushan Huang Josh Millar Yuxuan Long Yuchen Zhao Hamed Haddadi 41 0 0 23 Mar 2024
FairerCLIP: Debiasing CLIP's Zero-Shot Predictions using Functions in RKHSs Sepehr Dehdashtian Lan Wang Vishnu Naresh Boddeti VLM 39 11 0 22 Mar 2024
Multimodal-Conditioned Latent Diffusion Models for Fashion Image Editing Alberto Baldrati Davide Morelli Marcella Cornia Marco Bertini Rita Cucchiara DiffM 62 8 0 21 Mar 2024
Boosting Continual Learning of Vision-Language Models via Mixture-of-Experts Adapters Jiazuo Yu Yunzhi Zhuge Lu Zhang Ping Hu Dong Wang Huchuan Lu You He VLM KELM CLL OODD 110 70 0 18 Mar 2024
Model Reprogramming Outperforms Fine-tuning on Out-of-distribution Data in Text-Image Encoders Andrew Geng Pin-Yu Chen OODD 19 0 0 16 Mar 2024
Efficient Transferability Assessment for Selection of Pre-trained Detectors Zhao Wang Aoxue Li Zhenguo Li Qi Dou 32 0 0 14 Mar 2024
Select and Distill: Selective Dual-Teacher Knowledge Transfer for Continual Learning on Vision-Language Models Yu-Chu Yu Chi-Pin Huang Jr-Jen Chen Kai-Po Chang Yung-Hsuan Lai Fu-En Yang Yu-Chiang Frank Wang CLL VLM 42 7 0 14 Mar 2024
CLIP-BEVFormer: Enhancing Multi-View Image-Based BEV Detector with Ground Truth Flow Chenbin Pan Burhaneddin Yaman Senem Velipasalar Liu Ren 51 10 0 13 Mar 2024
DAM: Dynamic Adapter Merging for Continual Video QA Learning Feng Cheng Ziyang Wang Yi-Lin Sung Yan-Bo Lin Mohit Bansal Gedas Bertasius CLL MoMe 31 10 0 13 Mar 2024
Unleashing the Power of Meta-tuning for Few-shot Generalization Through Sparse Interpolated Experts Shengzhuang Chen Jihoon Tack Yunqiao Yang Yee Whye Teh Jonathan Richard Schwarz Ying Wei MoE 37 1 0 13 Mar 2024
Tell, Don't Show!: Language Guidance Eases Transfer Across Domains in Images and Videos Tarun Kalluri Bodhisattwa Prasad Majumder Manmohan Chandraker VLM 31 4 0 08 Mar 2024
Fine-tuning with Very Large Dropout Jianyu Zhang Léon Bottou 44 1 0 01 Mar 2024
Ask Your Distribution Shift if Pre-Training is Right for You Benjamin Cohen-Wang Joshua Vendrow Aleksander Madry OOD 29 3 0 29 Feb 2024