Title
Data Generation for Hardware-Friendly Post-Training Quantization Lior Dikstein Ariel Lapid Arnon Netzer H. Habi MQ 490 0 0 29 Oct 2024
Do Vendi Scores Converge with Finite Samples? Truncated Vendi Score for Finite-Sample Convergence Guarantees Azim Ospanov Farzan Farnia 230 3 0 29 Oct 2024
BLAST: Block-Level Adaptive Structured Matrices for Efficient Deep Neural Network Inference Changwoo Lee Soo Min Kwon Qing Qu Hun-Seok Kim 97 0 0 28 Oct 2024
Synthetica: Large Scale Synthetic Data for Robot Perception Ritvik Singh Jingzhou Liu Karl Van Wyk Yu-Wei Chao Jean-Francois Lafleche Florian Shkurti Nathan D. Ratliff Ankur Handa 100 2 0 28 Oct 2024
Novel Object Synthesis via Adaptive Text-Image Harmony Zeren Xiong Zedong Zhang Zikun Chen Shuo Chen Xianrui Li Gan Sun Jian Yang Jun Li DiffM 108 4 0 28 Oct 2024
AutoBench-V: Can Large Vision-Language Models Benchmark Themselves? Han Bao Yue Huang Yanbo Wang Jiayi Ye Xiangqi Wang Preslav Nakov Mohamed Elhoseiny Wei Wei Mohamed Elhoseiny Xiangliang Zhang 109 11 0 28 Oct 2024
What Factors Affect Multi-Modal In-Context Learning? An In-Depth Exploration L. Qin Qiguang Chen Hao Fei Zhi Chen Min Li Wanxiang Che 96 11 0 27 Oct 2024
Vector Quantization Prompting for Continual Learning L. Jiao Qiuxia Lai Yu LI Qiang Xu VLM CLL 79 5 0 27 Oct 2024
Certifiably Robust Model Evaluation in Federated Learning under Meta-Distributional Shifts Amir Najafi Samin Mahdizadeh Sani Farzan Farnia OOD FedML 123 0 0 26 Oct 2024
Fusion-then-Distillation: Toward Cross-modal Positive Distillation for Domain Adaptive 3D Semantic Segmentation Yao Wu Mingwei Xing Yachao Zhang Yuan Xie Yanyun Qu 85 2 0 25 Oct 2024
Meta-Learning with Heterogeneous Tasks Zhaofeng Si Shu Hu Kaiyi Ji Siwei Lyu 76 1 0 24 Oct 2024
Delta: A Cloud-assisted Data Enrichment Framework for On-Device Continual Learning Chen Gong Zhenzhe Zheng Fan Wu Xiaofeng Jia Guihai Chen LMTD FedML 82 3 0 24 Oct 2024
Enhancing pretraining efficiency for medical image segmentation via transferability metrics Gábor Hidy Bence Bakos András Lukács 102 1 0 24 Oct 2024
Probabilistic Language-Image Pre-Training Sanghyuk Chun Wonjae Kim Song Park Sangdoo Yun MLLM VLM CLIP 499 6 2 24 Oct 2024
Neural Cover Selection for Image Steganography Karl Chahine Hyeji Kim DiffM 99 0 0 23 Oct 2024
Deep Nonparametric Inference for Conditional Hazard Function Wen Su Kin-Yat Liu Guosheng Yin Jian Huang Xingqiu Zhao CML 118 0 0 23 Oct 2024
Continual Learning on a Data Diet Elif Ceren Gok Yildirim Murat Onur Yildirim Joaquin Vanschoren CLL 75 0 0 23 Oct 2024
OVT-B: A New Large-Scale Benchmark for Open-Vocabulary Multi-Object Tracking Haiji Liang Ruize Han VLM 113 2 0 23 Oct 2024
Leaky ReLUs That Differ in Forward and Backward Pass Facilitate Activation Maximization in Deep Neural Networks C. Linse Erhardt Barth Thomas Martinetz 70 1 0 22 Oct 2024
Bayes without Underfitting: Fully Correlated Deep Learning Posteriors via Alternating Projections M. Miani Hrittik Roy Søren Hauberg UQCV BDL 122 0 0 22 Oct 2024
Enhancing Generalization in Convolutional Neural Networks through Regularization with Edge and Line Features C. Linse Beatrice Brückner Thomas Martinetz 61 0 0 22 Oct 2024
Development of CNN Architectures using Transfer Learning Methods for Medical Image Classification Ganga Prasad Basyal David Zeng Bhaskar Pm Rimal 74 0 0 22 Oct 2024
DI-MaskDINO: A Joint Object Detection and Instance Segmentation Model Zhixiong Nan Xianghong Li Tao Xiang Jifeng Dai ISeg 103 1 0 22 Oct 2024
Detecting Adversarial Examples Furkan Mumcu Yasin Yilmaz AAML 64 2 0 22 Oct 2024
Multi-Sensor Fusion for UAV Classification Based on Feature Maps of Image and Radar Data Nikos Sakellariou Antonios Lalas K. Votis Dimitrios Tzovaras 35 1 0 21 Oct 2024
AI-Driven Approaches for Glaucoma Detection -- A Comprehensive Review Yuki Hagiwara Octavia-Andreea Ciora Maureen Monnet Gino Lancho J. Lorenz 69 0 0 21 Oct 2024
Random Token Fusion for Multi-View Medical Diagnosis Jingyu Guo Christos Matsoukas Fredrik Strand Kevin Smith MedIm 55 0 0 21 Oct 2024
FusionLungNet: Multi-scale Fusion Convolution with Refinement Network for Lung CT Image Segmentation Sadjad Rezvani Mansoor Fateh Yeganeh Jalali Amirreza Fateh MedIm 112 9 0 21 Oct 2024
TIPS: Text-Image Pretraining with Spatial awareness Kevis-Kokitsi Maninis Kaifeng Chen Soham Ghosh Arjun Karpur Koert Chen ... Jan Dlabal Dan Gnanapragasam Mojtaba Seyedhosseini Howard Zhou Andre Araujo VLM 164 3 0 21 Oct 2024
Calibration of Ordinal Regression Networks Daehwan Kim Haejun Chung Ikbeom Jang UQCV 67 0 0 21 Oct 2024
Scene Graph Generation with Role-Playing Large Language Models Guikun Chen Jin Li Wenguan Wang VLM 101 9 0 20 Oct 2024
SLIC: Secure Learned Image Codec through Compressed Domain Watermarking to Defend Image Manipulation Chen-Hsiu Huang Ja-Ling Wu 57 1 0 19 Oct 2024
Reflexive Guidance: Improving OoDD in Vision-Language Models via Self-Guided Image-Adaptive Concept Generation Seulbi Lee J. Kim Sangheum Hwang LRM 481 2 0 19 Oct 2024
How Do Training Methods Influence the Utilization of Vision Models? Paul Gavrikov Shashank Agnihotri Margret Keuper J. Keuper 97 2 0 18 Oct 2024
Speciesism in Natural Language Processing Research Masashi Takeshita Rafal Rzepka 70 2 0 18 Oct 2024
Improving Vision Transformers by Overlapping Heads in Multi-Head Self-Attention Tianxiao Zhang Bo Luo G. Wang ViT 90 1 0 18 Oct 2024
Swiss Army Knife: Synergizing Biases in Knowledge from Vision Foundation Models for Multi-Task Learning Yuxiang Lu Shengcao Cao Yu-Xiong Wang 141 1 0 18 Oct 2024
D-FINE: Redefine Regression Task in DETRs as Fine-grained Distribution Refinement Yansong Peng Hebei Li Peixi Wu Yueyi Zhang Xingwu Sun Feng Wu 107 19 0 17 Oct 2024
Reducing the Transformer Architecture to a Minimum Bernhard Bermeitinger T. Hrycej Massimo Pavone Julianus Kath Siegfried Handschuh 26 0 0 17 Oct 2024
Solving Prior Distribution Mismatch in Diffusion Models via Optimal Transport Zhanpeng Wang Shenghao Li Chen Wang Shuting Cao Na Lei Zhongxuan Luo OT 69 0 0 17 Oct 2024
Performance of Gaussian Mixture Model Classifiers on Embedded Feature Spaces Jérémy Chopin Rozenn Dahyot 76 2 0 17 Oct 2024
Latent Image and Video Resolution Prediction using Convolutional Neural Networks Rittwika Kansabanik Adrian Barbu SupR 38 0 0 17 Oct 2024
Boosting Imperceptibility of Stable Diffusion-based Adversarial Examples Generation with Momentum Nashrah Haque Xiang Li Zhehui Chen Yanzhao Wu Lei Yu Arun Iyengar Wenqi Wei DiffM AAML 69 0 0 17 Oct 2024
Sliding Puzzles Gym: A Scalable Benchmark for State Representation in Visual Reinforcement Learning Bryan L. M. de Oliveira Murilo L. da Luz Bruno Brandão Luana G. B. Martins Telma W. de L. Soares Luckeciano C. Melo OffRL 184 1 0 17 Oct 2024
Dual Prototype Evolving for Test-Time Generalization of Vision-Language Models Ce Zhang Simon Stepputtis Katia Sycara Yaqi Xie VLM 106 6 0 16 Oct 2024
The Non-Local Model Merging Problem: Permutation Symmetries and Variance Collapse Ekansh Sharma Daniel M. Roy Gintare Karolina Dziugaite MoMe 95 4 0 16 Oct 2024
Mind the Gap Between Prototypes and Images in Cross-domain Finetuning Hongduan Tian Feng Liu Zhanke Zhou Tongliang Liu Chengqi Zhang Bo Han VLM 147 1 0 16 Oct 2024
Feature Augmentation for Self-supervised Contrastive Learning: A Closer Look Yong Zhang Rui Zhu Shifeng Zhang Xu Zhou Shifeng Chen Xiaofan Chen SSL 74 0 0 16 Oct 2024
Stylistic Multi-Task Analysis of Ukiyo-e Woodblock Prints Selina Khan Nanne van Noord 141 4 0 16 Oct 2024
DaDiff: Domain-aware Diffusion Model for Nighttime UAV Tracking Haobo Zuo Changhong Fu Guangze Zheng L. Yao Kunhan Lu Jia Pan 94 0 0 16 Oct 2024