Title
The Interpretability of Codebooks in Model-Based Reinforcement Learning is Limited Kenneth Eaton Jonathan C. Balloch Julia Kim Mark O. Riedl FAtt OffRL 56 0 0 28 Jul 2024
Large-scale cervical precancerous screening via AI-assisted cytology whole slide image analysis Honglin Li Yusuan Sun Chenglu Zhu Yunlong Zhang Shichuan Zhang ... Pingyi Chen Jingxiong Li Sunyi Zheng Can Cui Lin Yang 87 3 0 28 Jul 2024
Depth-Wise Convolutions in Vision Transformers for Efficient Training on Small Datasets Tianxiao Zhang Wenju Xu Bo Luo Guanghui Wang ViT MDE 153 10 0 28 Jul 2024
Inverse Problems with Diffusion Models: A MAP Estimation Perspective Sai Bharath Chandra Gutha Hossein Azizpour Ricardo Vinuesa DiffM 85 5 0 27 Jul 2024
PromptCCD: Learning Gaussian Mixture Prompt Pool for Continual Category Discovery Fernando Julio Cendra Bingchen Zhao Kai Han VLM CLL 112 6 0 26 Jul 2024
Deep Companion Learning: Enhancing Generalization Through Historical Consistency Ruizhao Zhu Venkatesh Saligrama FedML 103 0 0 26 Jul 2024
Adversarial Robustification via Text-to-Image Diffusion Models Daewon Choi Jongheon Jeong Huiwon Jang Jinwoo Shin DiffM 120 2 0 26 Jul 2024
UOUO: Uncontextualized Uncommon Objects for Measuring Knowledge Horizons of Vision Language Models Xinyu Pi Mingyuan Wu Jize Jiang Haozhen Zheng Beitong Tian Chengxiang Zhai Klara Nahrstedt Zhiting Hu VLM 118 1 0 25 Jul 2024
BIV-Priv-Seg: Locating Private Content in Images Taken by People With Visual Impairments Yu-Yun Tseng Tanusree Sharma Lotus Zhang Abigale Stangl Leah Findlater Yang Wang Danna Gurari 221 0 0 25 Jul 2024
XS-VID: An Extremely Small Video Object Detection Dataset Jiahao Guo Ziyang Xu Lianjun Wu Fei Gao Wenyu Liu Xinggang Wang ObjD 102 2 0 25 Jul 2024
Keypoint Promptable Re-Identification Vladimir Somers Christophe De Vleeschouwer Alexandre Alahi 100 7 0 25 Jul 2024
Multi-Resolution Histopathology Patch Graphs for Ovarian Cancer Subtyping Jack Breen Katie Allen K. Zucker Nicolas M. Orsi Nishant Ravikumar 95 1 0 25 Jul 2024
CSWin-UNet: Transformer UNet with Cross-Shaped Windows for Medical Image Segmentation Xiao Liu Peng Gao Tao Yu Fei Wang Ruyue Yuan MedIm ViT 86 23 0 25 Jul 2024
HVM-1: Large-scale video models pretrained with nearly 5000 hours of human-like video data Emin Orhan VLM SyDa 76 1 0 25 Jul 2024
How to Train the Teacher Model for Effective Knowledge Distillation Shayan Mohajer Hamidi Xizhen Deng Renhao Tan Linfeng Ye Ahmed H. Salamah 105 5 0 25 Jul 2024
Automatic Data Labeling for Software Vulnerability Prediction Models: How Far Are We? Triet Huynh Muhammad Ali Babar 94 2 0 25 Jul 2024
Nonverbal Immediacy Analysis in Education: A Multimodal Computational Model Urovs Petković Jonas Frenkel Olaf Hellwich Rebecca Lazarides 84 1 0 24 Jul 2024
FIIH: Fully Invertible Image Hiding for Secure and Robust Lang Huang Lin Huo Zheng Gan Xinrong He 113 0 0 24 Jul 2024
Progressive Query Refinement Framework for Bird's-Eye-View Semantic Segmentation from Surrounding Images Dooseop Choi Jungyu Kang Taeghyun An Kyounghwan Ahn Kyoung‐Wook Min 85 0 0 24 Jul 2024
Diffusion Prior-Based Amortized Variational Inference for Noisy Inverse Problems Sojin Lee Dogyun Park Inho Kong Hyunwoo J. Kim DiffM 94 3 0 23 Jul 2024
Benchmarks as Microscopes: A Call for Model Metrology Michael Stephen Saxon Ari Holtzman Peter West William Y. Wang Naomi Saphra 125 13 0 22 Jul 2024
Comprehensive Study on Performance Evaluation and Optimization of Model Compression: Bridging Traditional Deep Learning and Large Language Models Aayush Saxena Arit Kumar Bishwas Ayush Ashok Mishra Ryan Armstrong 51 2 0 22 Jul 2024
Affordance Labeling and Exploration: A Manifold-Based Approach Ismail Özçil A. Koku 131 0 0 22 Jul 2024
Error Detection and Constraint Recovery in Hierarchical Multi-Label Classification without Prior Knowledge Joshua Shay Kricheli Khoa Vo Aniruddha Datta Spencer Ozgur Paulo Shakarian 110 3 0 21 Jul 2024
Efficient Visual Transformer by Learnable Token Merging Yancheng Wang Yingzhen Yang ViT 108 2 0 21 Jul 2024
Flatness-aware Sequential Learning Generates Resilient Backdoors Hoang Pham The-Anh Ta Anh Tran Khoa D. Doan FedML AAML 88 1 0 20 Jul 2024
MetaAug: Meta-Data Augmentation for Post-Training Quantization Cuong Pham Hoang Anh Dung Cuong C. Nguyen Trung Le Dinh Q. Phung Gustavo Carneiro Thanh-Toan Do MQ 85 0 0 20 Jul 2024
On Learning Discriminative Features from Synthesized Data for Self-Supervised Fine-Grained Visual Recognition Zihu Wang Lingqiao Liu Scott Ricardo Figueroa Weston Samuel Tian Peng Li 78 2 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 80 2 0 19 Jul 2024
Lightweight Uncertainty Quantification with Simplex Semantic Segmentation for Terrain Traversability Judith Dijk Gertjan J. Burghouts Kapil D. Katyal Bryanna Y. Yeh Craig Knuth Ella Fokkinga Tejaswi Kasarla Pascal Mettes 63 0 0 18 Jul 2024
MO-EMT-NAS: Multi-Objective Continuous Transfer of Architectural Knowledge Between Tasks from Different Datasets Peng Liao Xilu Wang Yaochu Jin WenLi Du 78 0 0 18 Jul 2024
ColorMAE: Exploring data-independent masking strategies in Masked AutoEncoders Carlos Hinojosa Shuming Liu Guohao Li 77 2 0 17 Jul 2024
Improving SAM Requires Rethinking its Optimization Formulation Wanyun Xie Fabian Latorre Kimon Antonakopoulos Thomas Pethick Volkan Cevher 101 2 0 17 Jul 2024
AdaLog: Post-Training Quantization for Vision Transformers with Adaptive Logarithm Quantizer Zhuguanyu Wu Jiaxin Chen Hanwen Zhong Di Huang Yun Wang MQ 127 12 0 17 Jul 2024
FETCH: A Memory-Efficient Replay Approach for Continual Learning in Image Classification Markus Weißflog P. Protzel Peer Neubert 68 1 0 17 Jul 2024
AFIDAF: Alternating Fourier and Image Domain Adaptive Filters as an Efficient Alternative to Attention in ViTs Yunling Zheng Zeyi Xu Fanghui Xue Biao Yang Jiancheng Lyu Shuai Zhang Y. Qi Jack Xin 104 0 0 16 Jul 2024
A Closer Look at Benchmarking Self-Supervised Pre-training with Image Classification Markus Marks Manuel Knott Neehar Kondapaneni Elijah Cole T. Defraeye Fernando Pérez-Cruz Pietro Perona SSL 160 6 0 16 Jul 2024
Benchmarking the Attribution Quality of Vision Models Robin Hesse Simone Schaub-Meyer Stefan Roth FAtt 109 3 0 16 Jul 2024
CCVA-FL: Cross-Client Variations Adaptive Federated Learning for Medical Imaging Sunny Gupta Amit Sethi MedIm 94 0 0 16 Jul 2024
MaskVD: Region Masking for Efficient Video Object Detection Sreetama Sarkar Gourav Datta Souvik Kundu Kai Zheng Chirayata Bhattacharyya Peter A. Beerel 102 4 0 16 Jul 2024
Genomic Language Models: Opportunities and Challenges Gonzalo Benegas Chengzhong Ye C. Albors Jianan Canal Li Yun S. Song AI4CE LM&MA ELM 141 26 0 16 Jul 2024
Cover-separable Fixed Neural Network Steganography via Deep Generative Models GuoBiao Li Sheng Li Zhenxing Qian Xinpeng Zhang AAML 86 6 0 16 Jul 2024
TCFormer: Visual Recognition via Token Clustering Transformer Wang Zeng Sheng Jin Lumin Xu Wentao Liu Chao Qian Wanli Ouyang Ping Luo Xiaogang Wang 84 5 0 16 Jul 2024
PADRe: A Unifying Polynomial Attention Drop-in Replacement for Efficient Vision Transformer Pierre-David Létourneau Manish Kumar Singh Hsin-Pai Cheng Shizhong Han Yunxiao Shi Dalton Jones M. H. Langston Hong Cai Fatih Porikli 87 3 0 16 Jul 2024
Quality Scalable Quantization Methodology for Deep Learning on Edge S. Khaliq Rehan Hafiz MQ 86 1 0 15 Jul 2024
Unconstrained Open Vocabulary Image Classification: Zero-Shot Transfer from Text to Image via CLIP Inversion Philipp Allgeuer Kyra Ahrens Stefan Wermter CLIP VLM 107 3 0 15 Jul 2024
DataDream: Few-shot Guided Dataset Generation Jae Myung Kim Jessica Bader Stephan Alaniz Cordelia Schmid Zeynep Akata 105 7 0 15 Jul 2024
Joint-Embedding Predictive Architecture for Self-Supervised Learning of Mask Classification Architecture Donghee Kim Sungduk Cho Hyeonwoo Cho Chanmin Park Jinyoung Kim Won Hwa Kim 100 0 0 15 Jul 2024
Detecting Omissions in Geographic Maps through Computer Vision Phuc D. A. Nguyen Anh Do Minh Hoai 83 0 0 15 Jul 2024
Deep-Learning-Based Markerless Pose Estimation Systems in Gait Analysis: DeepLabCut Custom Training and the Refinement Function Giulia Panconi Stefano Grasso Sara Guarducci Lorenzo Mucchi D. Minciacchi Riccardo Bravi 74 1 0 15 Jul 2024