Title
Anti-Collapse Loss for Deep Metric Learning Based on Coding Rate Metric XiRuo Jiang Yazhou Yao Xili Dai Fumin Shen Xian-Sheng Hua Heng-Tao Shen 70 0 0 03 Jul 2024
SAFT: Towards Out-of-Distribution Generalization in Fine-Tuning Bac Nguyen Stefan Uhlich Fabien Cardinaux Lukas Mauch Marzieh Edraki Aaron Courville OODD CLL VLM 139 5 0 03 Jul 2024
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Knowledge Composition using Task Vectors with Learned Anisotropic Scaling Frederic Z. Zhang Paul Albert Cristian Rodriguez-Opazo Anton van den Hengel Ehsan Abbasnejad MoMe 121 13 0 03 Jul 2024
Curvature Clues: Decoding Deep Learning Privacy with Input Loss Curvature Deepak Ravikumar Efstathia Soufleri Kaushik Roy 77 0 0 03 Jul 2024
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AXIAL: Attention-based eXplainability for Interpretable Alzheimer's Localized Diagnosis using 2D CNNs on 3D MRI brain scans Gabriele Lozupone Alessandro Bria F. Fontanella C. D. Stefano 52 5 0 02 Jul 2024
Multi-Grained Contrast for Data-Efficient Unsupervised Representation Learning Chengchao Shen Jianzhong Chen Jianxin Wang SSL 106 1 0 02 Jul 2024
Unleash the Power of Local Representations for Few-Shot Classification Shi Tang Guiming Luo Xinchen Ye Zhiyi Xia 74 0 0 02 Jul 2024
Integrated feature analysis for deep learning interpretation and class activation maps Yanli Li Tahereh Hassanzadeh D. Shamonin Monique Reijnierse A. H. V. D. H. Mil B. Stoel 94 0 0 01 Jul 2024
Kolmogorov-Arnold Convolutions: Design Principles and Empirical Studies Ivan Drokin 127 28 0 01 Jul 2024
Toward a Diffusion-Based Generalist for Dense Vision Tasks Yue Fan Yongqin Xian Xiaohua Zhai Alexander Kolesnikov Muhammad Ferjad Naeem Bernt Schiele Federico Tombari VLM MDE DiffM 69 1 0 29 Jun 2024
Axiomatization of Gradient Smoothing in Neural Networks Linjiang Zhou Xiaochuan Shi Chao Ma Zepeng Wang FAtt 78 1 0 29 Jun 2024
Closed-Form Test Functions for Biophysical Sequence Optimization Algorithms Samuel Stanton R. Alberstein Nathan C. Frey Andrew Watkins Kyunghyun Cho 124 5 0 28 Jun 2024
Explainable Image Captioning using CNN- CNN architecture and Hierarchical Attention Rishi Mohan Sanjay Sureshkumar Vignesh Sivasubramaniam 55 2 0 28 Jun 2024
Analyzing Quality, Bias, and Performance in Text-to-Image Generative Models Nila Masrourisaadat Nazanin Sedaghatkish Fatemeh Sarshartehrani Edward A. Fox 137 10 0 28 Jun 2024
InfoNCE: Identifying the Gap Between Theory and Practice E. Rusak Patrik Reizinger Attila Juhos Oliver Bringmann Roland S. Zimmermann Wieland Brendel 168 12 0 28 Jun 2024
Mamba or RWKV: Exploring High-Quality and High-Efficiency Segment Anything Model Haobo Yuan Xiangtai Li Lu Qi Tao Zhang Ming-Hsuan Yang Shuicheng Yan Chen Change Loy VLM 120 10 0 27 Jun 2024
Multi-Epoch learning with Data Augmentation for Deep Click-Through Rate Prediction Zhongxiang Fan Zhaocheng Liu Jian Liang Dongying Kong Han Li Peng Jiang Shuang Li Kun Gai 106 0 0 27 Jun 2024
Enabling Regional Explainability by Automatic and Model-agnostic Rule Extraction Yu Chen Tianyu Cui Alexander Capstick Nan Fletcher-Loyd Payam Barnaghi 108 0 0 25 Jun 2024
Unified Auto-Encoding with Masked Diffusion Philippe Hansen-Estruch S. Vishwanath Amy Zhang Manan Tomar DiffM 103 1 0 25 Jun 2024
Mitigate the Gap: Investigating Approaches for Improving Cross-Modal Alignment in CLIP Sedigheh Eslami Gerard de Melo VLM 96 5 0 25 Jun 2024
Cambrian-1: A Fully Open, Vision-Centric Exploration of Multimodal LLMs Shengbang Tong Ellis L Brown Penghao Wu Sanghyun Woo Manoj Middepogu ... Xichen Pan Austin Wang Rob Fergus Yann LeCun Saining Xie 3DV MLLM 170 405 0 24 Jun 2024
Venturing into Uncharted Waters: The Navigation Compass from Transformer to Mamba Yuchen Zou Yineng Chen Zuchao Li Lefei Zhang Hai Zhao 130 1 0 24 Jun 2024
Review of Zero-Shot and Few-Shot AI Algorithms in The Medical Domain Maged Badawi Mohammedyahia Abushanab Sheethal Bhat Andreas Maier VLM 104 3 0 23 Jun 2024
MLPHand: Real Time Multi-View 3D Hand Mesh Reconstruction via MLP Modeling Jian Yang Jiakun Li Guoming Li Zhen Shen Huai-Yu Wu Zhaoxin Fan Heng Huang 3DH 100 1 0 23 Jun 2024
Pose-Diversified Augmentation with Diffusion Model for Person Re-Identification Ines Hyeonsu Kim Joungbin Lee Soowon Son Woojeong Jin Kyusun Cho ... Min-Seop Kwak Seokju Cho Jeongyeol Baek Byeongwon Lee Seungryong Kim 69 1 0 23 Jun 2024
Beyond the Doors of Perception: Vision Transformers Represent Relations Between Objects Michael A. Lepori Alexa R. Tartaglini Wai Keen Vong Thomas Serre Brenden M. Lake Ellie Pavlick 96 4 0 22 Jun 2024
Intrinsic Dimension Correlation: uncovering nonlinear connections in multimodal representations Lorenzo Basile Santiago Acevedo Luca Bortolussi Fabio Anselmi Alex Rodriguez 104 4 0 22 Jun 2024
Unseen Object Reasoning with Shared Appearance Cues Paridhi Singh Arun C. S. Kumar OCL 71 0 0 21 Jun 2024
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Learning to Discover Knowledge: A Weakly-Supervised Partial Domain Adaptation Approach Mengcheng Lan Min Meng Jun-chen Yu Jigang Wu CLL 126 2 0 20 Jun 2024
Communication-Efficient Adaptive Batch Size Strategies for Distributed Local Gradient Methods Tim Tsz-Kit Lau Weijian Li Chenwei Xu Han Liu Mladen Kolar 94 1 0 20 Jun 2024
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Elliptical Attention Stefan K. Nielsen Laziz U. Abdullaev R. Teo Tan M. Nguyen 87 4 0 19 Jun 2024
Semantic Enhanced Few-shot Object Detection Zheng Wang Yingjie Gao Qingjie Liu Yunhong Wang ObjD 114 4 0 19 Jun 2024
Modeling & Evaluating the Performance of Convolutional Neural Networks for Classifying Steel Surface Defects Nadeem Jabbar Chaudhry M. B. Khan M. J. Iqbal Siddiqui Muhammad Yasir 102 12 0 19 Jun 2024
HumorDB: Can AI understand graphical humor? Veedant Jain Felipe dos Santos Alves Feitosa Gabriel Kreiman VLM 132 2 0 19 Jun 2024
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Depth Anywhere: Enhancing 360 Monocular Depth Estimation via Perspective Distillation and Unlabeled Data Augmentation Ning-Hsu Wang Yu-Lun Liu MDE 110 8 0 18 Jun 2024
LayerMerge: Neural Network Depth Compression through Layer Pruning and Merging Jinuk Kim Marwa El Halabi Mingi Ji Hyun Oh Song 118 4 0 18 Jun 2024
Privacy Preserving Federated Learning in Medical Imaging with Uncertainty Estimation Nikolas Koutsoubis Yasin Yilmaz Ravi P. Ramachandran M. Schabath Ghulam Rasool 82 8 0 18 Jun 2024
SeTAR: Out-of-Distribution Detection with Selective Low-Rank Approximation Yixia Li Boya Xiong Guanhua Chen Yun Chen OODD 109 4 0 18 Jun 2024
ViDSOD-100: A New Dataset and a Baseline Model for RGB-D Video Salient Object Detection Junhao Lin Lei Zhu Jiaxing Shen Huazhu Fu Qing Zhang Liansheng Wang 71 2 0 18 Jun 2024
Demonstrating Agile Flight from Pixels without State Estimation Ismail Geles L. Bauersfeld Angel Romero Jiaxu Xing Davide Scaramuzza 95 24 0 18 Jun 2024
Insect Identification in the Wild: The AMI Dataset Aditya Jain Fagner Cunha M. Bunsen Juan Sebastián Canas L. Pasi ... K. P. McFarland David Roy T. Høye Maxim Larrivée David Rolnick 108 5 0 18 Jun 2024
Automatic benchmarking of large multimodal models via iterative experiment programming Alessandro Conti Enrico Fini Paolo Rota Yiming Wang Massimiliano Mancini Elisa Ricci 117 1 0 18 Jun 2024
V3Det Challenge 2024 on Vast Vocabulary and Open Vocabulary Object Detection: Methods and Results Jiaqi Wang Yuhang Zang Pan Zhang Tao Chu Yuhang Cao ... Kehong Yuan Yanyan Zu Jiayao Ha Qiong Gao Licheng Jiao ObjD 107 1 0 17 Jun 2024
Federated Active Learning Framework for Efficient Annotation Strategy in Skin-lesion Classification Zhipeng Deng Yuqiao Yang Kenji Suzuki MedIm FedML 109 2 0 17 Jun 2024
Diffusion Models in Low-Level Vision: A Survey Chunming He Yuqi Shen Chengyu Fang Fengyang Xiao Longxiang Tang Yulun Zhang W. Zuo Zhenhua Guo Xiu Li VLM DiffM MedIm 238 44 0 17 Jun 2024