Title
Adaptive Dataset Quantization Muquan Li Dongyang Zhang Qiang Dong Xiurui Xie Ke Qin DD MQ 135 0 0 22 Dec 2024
"ScatSpotter" 2024 -- A Distributed Dog Poop Detection Dataset Jon Crall 120 0 0 21 Dec 2024
UNEM: UNrolled Generalized EM for Transductive Few-Shot Learning Long Zhou Fereshteh Shakeri Aymen Sadraoui Mounir Kaaniche J. Pesquet Ismail Ben Ayed VLM 239 0 0 21 Dec 2024
Semantic Alignment and Reinforcement for Data-Free Quantization of Vision Transformers Mingliang Xu Yuyao Zhou Yuxin Zhang Shen Li Shen Li Yong Li Zhanpeng Zeng Rongrong Ji MQ 358 0 0 21 Dec 2024
When Worse is Better: Navigating the compression-generation tradeoff in visual tokenization Vivek Ramanujan Kushal Tirumala Armen Aghajanyan Luke Zettlemoyer Ali Farhadi DiffM 127 3 0 20 Dec 2024
LEARN: A Unified Framework for Multi-Task Domain Adapt Few-Shot Learning Bharadwaj Ravichandran Alexander Lynch S. Brockman Brandon RichardWebster Dawei Du A. Hoogs Christopher Funk ObjD VLM 174 0 0 20 Dec 2024
Improving Quantization-aware Training of Low-Precision Network via Block Replacement on Full-Precision Counterpart Chengting Yu Shu Yang Fengzhao Zhang Hanzhi Ma Aili Wang Er-ping Li MQ 123 4 0 20 Dec 2024
Efficient Curation of Invertebrate Image Datasets Using Feature Embeddings and Automatic Size Comparison Mikko Impio Philipp M. Rehsen Jenni Raitoharju 127 0 0 20 Dec 2024
SeagrassFinder: Deep Learning for Eelgrass Detection and Coverage Estimation in the Wild Jannik Elsäßer Laura Weihl Veronika Cheplygina Lisbeth Tangaa Nielsen 184 0 0 20 Dec 2024
Bag of Tricks for Multimodal AutoML with Image, Text, and Tabular Data Zhiqiang Tang Zihan Zhong Tong He Gerald Friedland 168 1 0 19 Dec 2024
Dataset Augmentation by Mixing Visual Concepts Abdullah Al Rahat Hemanth Venkateswara DiffM 128 0 0 19 Dec 2024
Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization Yue Zhang Liqiang Jing Vibhav Gogate 219 5 0 19 Dec 2024
What Has Been Overlooked in Contrastive Source-Free Domain Adaptation: Leveraging Source-Informed Latent Augmentation within Neighborhood Context Jing Wang Wonho Bae Jiahong Chen Kuangen Zhang Leonid Sigal C. D. Silva 158 1 0 18 Dec 2024
Landscape of AI safety concerns - A methodology to support safety assurance for AI-based autonomous systems Ronald Schnitzer Lennart Kilian Simon Roessner Konstantinos Theodorou Sonja Zillner 145 0 0 18 Dec 2024
Marigold-DC: Zero-Shot Monocular Depth Completion with Guided Diffusion Massimiliano Viola Kevin Qu Nando Metzger Bingxin Ke Alexander Becker Konrad Schindler Anton Obukhov VLM MDE 249 6 0 18 Dec 2024
JoVALE: Detecting Human Actions in Video Using Audiovisual and Language Contexts Taein Son Soo Won Seo Jisong Kim S. Lee Jun Won Choi VGen 154 0 0 18 Dec 2024
Zero-Shot Low Light Image Enhancement with Diffusion Prior Joshua Cho Sara Aghajanzadeh Zhen Zhu David A. Forsyth DiffM 268 2 0 18 Dec 2024
S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging Yimu Pan Sitao Zhang Alison D. Gernand Jeffery A. Goldstein J. Z. Wang 143 2 0 17 Dec 2024
Open-Set Heterogeneous Domain Adaptation: Theoretical Analysis and Algorithm Thai-Hoang Pham Yuanlong Wang Changchang Yin Xueru Zhang Ping Zhang 137 0 0 17 Dec 2024
CALA: A Class-Aware Logit Adapter for Few-Shot Class-Incremental Learning Chengyan Liu Linglan Zhao Fan Lyu Kaile Du Fuyuan Hu Tao Zhou CLL 186 0 0 17 Dec 2024
Beyond Accuracy: On the Effects of Fine-tuning Towards Vision-Language Model's Prediction Rationality Qitong Wang Tang Li Kien X. Nguyen Xi Peng 194 0 0 17 Dec 2024
SAMIC: Segment Anything with In-Context Spatial Prompt Engineering S. Nagendra Kashif Rashid Chaopeng Shen Daniel Kifer VLM 144 2 0 16 Dec 2024
The Impact of Generalization Techniques on the Interplay Among Privacy, Utility, and Fairness in Image Classification Ahmad Hassanpour Amir Zarei Khawla Mallat Anderson Santana de Oliveira Bian Yang 133 0 0 16 Dec 2024
AMI-Net: Adaptive Mask Inpainting Network for Industrial Anomaly Detection and Localization Wei Luo Haiming Yao Wenyong Yu Zhengyong Li 172 17 0 16 Dec 2024
Neural Collapse Inspired Knowledge Distillation Shuoxi Zhang Zijian Song Kun He 191 1 0 16 Dec 2024
Oriented Tiny Object Detection: A Dataset, Benchmark, and Dynamic Unbiased Learning Chang Xu Ruixiang Zhang Wen Yang Haoran Zhu Fang Xu Jian Ding Gui-Song Xia ObjD 169 1 0 16 Dec 2024
Multilabel Classification for Lung Disease Detection: Integrating Deep Learning and Natural Language Processing Maria Efimovich Jayden Lim Vedant Mehta Ethan Poon 129 0 0 16 Dec 2024
Meta Curvature-Aware Minimization for Domain Generalization Zhaoyu Chen Yiwen Ye Feilong Tang Yongsheng Pan Yong-quan Xia BDL 497 1 0 16 Dec 2024
Hyper-Fusion Network for Semi-Automatic Segmentation of Skin Lesions Lei Bi M. Fulham Jinman Kim 140 18 0 14 Dec 2024
TinySubNets: An efficient and low capacity continual learning strategy Marcin Pietroñ Kamil Faber Dominik Zurek Roberto Corizzo 154 0 0 14 Dec 2024
Coherent 3D Scene Diffusion From a Single RGB Image Manuel Dahnert Angela Dai Norman Muller Matthias Nießner 136 0 0 13 Dec 2024
CONCLAD: COntinuous Novel CLAss Detector Amanda Rios I. Ndiour Parual Datta Omesh Tickoo Nilesh A. Ahuja 168 0 0 13 Dec 2024
Feature Selection for Latent Factor Models Rittwika Kansabanik Adrian Barbu 234 0 0 13 Dec 2024
OFTSR: One-Step Flow for Image Super-Resolution with Tunable Fidelity-Realism Trade-offs Yuanzhi Zhu R. Wang Shilin Lu Junnan Li Hanshu Yan Peng Sun SupR 188 5 0 12 Dec 2024
Advancing Attribution-Based Neural Network Explainability through Relative Absolute Magnitude Layer-Wise Relevance Propagation and Multi-Component Evaluation Davor Vukadin Petar Afrić Marin Šilić Goran Delač FAtt 151 2 0 12 Dec 2024
Analysis of Object Detection Models for Tiny Object in Satellite Imagery: A Dataset-Centric Approach Kailas PS Selvakumaran R Palani Murugan Ramesh Kumar V Malaya Kumar Biswal M 139 1 0 12 Dec 2024
Selective Visual Prompting in Vision Mamba Yifeng Yao Zichen Liu Zhenyu Cui Yuxin Peng Jiahuan Zhou VLM Mamba 159 2 0 12 Dec 2024
SMMF: Square-Matricized Momentum Factorization for Memory-Efficient Optimization Kwangryeol Park Seulki Lee 93 0 0 12 Dec 2024
Unicorn: Unified Neural Image Compression with One Number Reconstruction Qi Zheng Haozhi Wang Zihao Liu Jiaming Liu Peiye Liu ... YanHeng Lu Dimin Niu Jinjia Zhou Minge Jing Yibo Fan 133 0 0 11 Dec 2024
Making the Flow Glow -- Robot Perception under Severe Lighting Conditions using Normalizing Flow Gradients Simon Kristoffersson Lind Rudolph Triebel V. Krüger 129 0 0 10 Dec 2024
KneeXNeT: An Ensemble-Based Approach for Knee Radiographic Evaluation Nicharee Srikijkasemwat Soumya Snigdha Kundu Fuping Wu Bartlomiej W. Papie.z 87 0 0 10 Dec 2024
Class Balance Matters to Active Class-Incremental Learning Zitong Huang Zhaoyu Chen Yuanze Li Bowen Dong Erjin Zhou Y. Liu Rick Siow Mong Goh Chun-Mei Feng W. Zuo CLL 141 1 0 09 Dec 2024
Language Model as Visual Explainer Xingyi Yang Xinchao Wang VLM 93 0 0 08 Dec 2024
Nested Diffusion Models Using Hierarchical Latent Priors Xiao Zhang Ruoxi Jiang Rebecca Willett Michael Maire BDL DiffM 149 1 0 08 Dec 2024
Neural network interpretability with layer-wise relevance propagation: novel techniques for neuron selection and visualization Deepshikha Bhati Fnu Neha Md. Amiruzzaman Angela Guercio Deepak Kumar Shukla Ben Ward FAtt 195 0 0 07 Dec 2024
Swap Path Network for Robust Person Search Pre-training Lucas Jaffe A. Zakhor 3DPC 114 0 0 06 Dec 2024
Privacy Drift: Evolving Privacy Concerns in Incremental Learning Sayyed Farid Ahamed S. Banerjee Sandip Roy Aayush Kapoor Marc Vucovich K. Choi Abdul Rahman Edward Bowen Sachin Shetty FedML 141 0 0 06 Dec 2024
Beyond Boxes: Mask-Guided Spatio-Temporal Feature Aggregation for Video Object Detection K. Hashmi Talha Uddin Sheikh Didier Stricker Muhammad Zeshan Afzal 130 0 0 06 Dec 2024
Rethink Deep Learning with Invariance in Data Representation Shuren Qi Fei Wang Tieyong Zeng Fenglei Fan OOD 90 0 0 06 Dec 2024
Enhancing and Accelerating Diffusion-Based Inverse Problem Solving through Measurements Optimization Tianyu Chen Zhendong Wang Mingyuan Zhou 126 1 0 05 Dec 2024