Title
Sync from the Sea: Retrieving Alignable Videos from Large-Scale Datasets Ishan Rajendrakumar Dave Fabian Caba Heilbron Mubarak Shah Simon Jenni 43 1 0 02 Sep 2024
An Examination of Offline-Trained Encoders in Vision-Based Deep Reinforcement Learning for Autonomous Driving S. Mohammed Alp Argun Nicolas Bonnotte Gerd Ascheid OffRL 28 0 0 02 Sep 2024
EEG-Language Modeling for Pathology Detection Sam Gijsen Kerstin Ritter 44 0 0 02 Sep 2024
Image-to-Lidar Relational Distillation for Autonomous Driving Data Anas Mahmoud Ali Harakeh Steven Waslander 29 0 0 01 Sep 2024
BTMuda: A Bi-level Multi-source unsupervised domain adaptation framework for breast cancer diagnosis Yuxiang Yang Xinyi Zeng Pinxian Zeng Binyu Yan Xi Wu Jiliu Zhou Yan Wang OOD 29 1 0 30 Aug 2024
A Survey of the Self Supervised Learning Mechanisms for Vision Transformers Asifullah Khan A. Sohail M. Fiaz Mehdi Hassan Tariq Habib Afridi ... Muhammad Zaigham Zaheer Kamran Ali Tangina Sultana Ziaurrehman Tanoli Naeem Akhter 45 3 0 30 Aug 2024
Contrastive Learning with Synthetic Positives Dewen Zeng Yawen Wu Xinrong Hu Xiaowei Xu Yiyu Shi SyDa SSL 54 1 0 30 Aug 2024
VLM-KD: Knowledge Distillation from VLM for Long-Tail Visual Recognition Zaiwei Zhang Gregory P. Meyer Zhichao Lu Ashish Shrivastava Avinash Ravichandran Eric M. Wolff VLM 44 2 0 29 Aug 2024
Towards Modality-agnostic Label-efficient Segmentation with Entropy-Regularized Distribution Alignment Liyao Tang Zhe Chen Shanshan Zhao Chaoyue Wang Dacheng Tao 32 0 0 29 Aug 2024
Enhancing Sound Source Localization via False Negative Elimination Zengjie Song Jiangshe Zhang Yuxi Wang Junsong Fan Zhaoxiang Zhang 43 0 0 29 Aug 2024
SSDM: Scalable Speech Dysfluency Modeling Jiachen Lian Xuanru Zhou Z. Ezzes Jet M J Vonk Brittany Morin D. Baquirin Zachary Mille M. G. Tempini Gopala Anumanchipalli AuLLM 32 1 0 29 Aug 2024
Parameter-Efficient Quantized Mixture-of-Experts Meets Vision-Language Instruction Tuning for Semiconductor Electron Micrograph Analysis Sakhinana Sagar Srinivas Chidaksh Ravuru Geethan Sannidhi Venkataramana Runkana 43 0 0 27 Aug 2024
Multi-Modal Instruction-Tuning Small-Scale Language-and-Vision Assistant for Semiconductor Electron Micrograph Analysis Sakhinana Sagar Srinivas Geethan Sannidhi Venkataramana Runkana 38 1 0 27 Aug 2024
A Preliminary Exploration Towards General Image Restoration Xiangtao Kong Jinjin Gu Yihao Liu Wenlong Zhang Xiangyu Chen Yu Qiao Chao Dong DiffM 43 2 0 27 Aug 2024
S-MolSearch: 3D Semi-supervised Contrastive Learning for Bioactive Molecule Search G. Zhou Zhen Wang Feng Yu Guolin Ke Zhewei Wei Zhifeng Gao 31 2 0 27 Aug 2024
The VoxCeleb Speaker Recognition Challenge: A Retrospective Jaesung Huh Joon Son Chung Arsha Nagrani A. Brown Jee-weon Jung Daniel Garcia-Romero Andrew Zisserman 38 3 0 27 Aug 2024
The Benefits of Balance: From Information Projections to Variance Reduction Lang Liu Ronak R. Mehta Soumik Pal Zaïd Harchaoui 31 0 0 27 Aug 2024
Affine steerers for structured keypoint description Georg Bökman Johan Edstedt Michael Felsberg Fredrik Kahl LLMSV 36 2 0 26 Aug 2024
Extremely Fine-Grained Visual Classification over Resembling Glyphs in the Wild F. Bougourzi Fadi Dornaika Chongsheng Zhang 37 0 0 25 Aug 2024
Hierarchical Network Fusion for Multi-Modal Electron Micrograph Representation Learning with Foundational Large Language Models Sakhinana Sagar Srinivas Geethan Sannidhi Venkataramana Runkana 35 0 0 24 Aug 2024
Preliminary Investigations of a Multi-Faceted Robust and Synergistic Approach in Semiconductor Electron Micrograph Analysis: Integrating Vision Transformers with Large Language and Multimodal Models Sakhinana Sagar Srinivas Geethan Sannidhi Sreeja Gangasani Chidaksh Ravuru Venkataramana Runkana 32 0 0 24 Aug 2024
MICM: Rethinking Unsupervised Pretraining for Enhanced Few-shot Learning Zhenyu Zhang Guangyao Chen Yixiong Zou Zhimeng Huang Yuhua Li Ruixuan Li VLM 36 2 0 23 Aug 2024
SeA: Semantic Adversarial Augmentation for Last Layer Features from Unsupervised Representation Learning Qi Qian Yuanhong Xu Juhua Hu AAML 43 0 0 23 Aug 2024
Foundational Model for Electron Micrograph Analysis: Instruction-Tuning Small-Scale Language-and-Vision Assistant for Enterprise Adoption Sakhinana Sagar Srinivas Chidaksh Ravuru Geethan Sannidhi Venkataramana Runkana 41 0 0 23 Aug 2024
A New Era in Computational Pathology: A Survey on Foundation and Vision-Language Models Dibaloke Chanda Milan Aryal Nasim Yahya Soltani Masoud Ganji AI4CE VLM 44 7 0 23 Aug 2024
VFM-Det: Towards High-Performance Vehicle Detection via Large Foundation Models Wentao Wu Fanghua Hong Xiao Wang Chenglong Li Jin Tang VLM 62 1 0 23 Aug 2024
Symmetric masking strategy enhances the performance of Masked Image Modeling Khanh-Binh Nguyen Chae Jung Park 34 0 0 23 Aug 2024
Contrastive Representation Learning for Dynamic Link Prediction in Temporal Networks Amirhossein Nouranizadeh Fatemeh Tabatabaei Far Mohammad Rahmati AI4TS 32 1 0 22 Aug 2024
SynPlay: Importing Real-world Diversity for a Synthetic Human Dataset Jinsub Yim Hyungtae Lee Sungmin Eum Yi-Ting Shen Yan Zhang Heesung Kwon Shuvra S. Bhattacharyya VGen 47 1 0 21 Aug 2024
Vision HgNN: An Electron-Micrograph is Worth Hypergraph of Hypernodes Sakhinana Sagar Srinivas Rajat Kumar Sarkar Sreeja Gangasani Venkataramana Runkana 38 2 0 21 Aug 2024
EMCNet : Graph-Nets for Electron Micrographs Classification Sakhinana Sagar Srinivas Rajat Kumar Sarkar Venkataramana Runkana 40 0 0 21 Aug 2024
ShapeSplat: A Large-scale Dataset of Gaussian Splats and Their Self-Supervised Pretraining Qi Ma Yue Li Bin Ren N. Sebe E. Konukoglu Theo Gevers Luc Van Gool D. Paudel 3DGS 3DPC 40 12 0 20 Aug 2024
Universal Novelty Detection Through Adaptive Contrastive Learning Hossein Mirzaei Mojtaba Nafez Mohammad Jafari Mohammad Bagher Soltani Mohammad Azizmalayeri Jafar Habibi Mohammad Sabokrou M. Rohban 32 4 0 20 Aug 2024
PooDLe: Pooled and dense self-supervised learning from naturalistic videos Alex N. Wang Christopher Hoang Yuwen Xiong Yann LeCun Mengye Ren 76 0 0 20 Aug 2024
Leveraging Superfluous Information in Contrastive Representation Learning Xuechu Yu SSL 32 1 0 19 Aug 2024
Uniting contrastive and generative learning for event sequences models Aleksandr Yugay Alexey Zaytsev AI4TS 34 1 0 19 Aug 2024
Image-based Freeform Handwriting Authentication with Energy-oriented Self-Supervised Learning Wenwen Qiang Luntian Mou Changwen Zheng Wen Gao AAML 31 2 0 19 Aug 2024
Zero-Shot Object-Centric Representation Learning Aniket Didolkar Andrii Zadaianchuk Anirudh Goyal Mike Mozer Yoshua Bengio Georg Martius Maximilian Seitzer VLM OCL 37 4 0 17 Aug 2024
SpectralEarth: Training Hyperspectral Foundation Models at Scale Nassim Ait Ali Braham C. Albrecht Julien Mairal J. Chanussot Yi Wang X. Zhu 38 12 0 15 Aug 2024
HyperTaxel: Hyper-Resolution for Taxel-Based Tactile Signals Through Contrastive Learning Hongyu Li Snehal Dikhale Jinda Cui Soshi Iba Nawid Jamali 42 3 0 15 Aug 2024
Unsupervised Part Discovery via Dual Representation Alignment Jiahao Xia Wenjian Huang Min Xu Jianguo Zhang Haimin Zhang Ziyu Sheng Dong Xu 34 0 0 15 Aug 2024
Whitening Consistently Improves Self-Supervised Learning András Kalapos Bálint Gyires-Tóth SSL 45 0 0 14 Aug 2024
CNN-JEPA: Self-Supervised Pretraining Convolutional Neural Networks Using Joint Embedding Predictive Architecture András Kalapos Bálint Gyires-Tóth 40 2 0 14 Aug 2024
A Review of Pseudo-Labeling for Computer Vision Patrick Kage Jay C. Rothenberger Pavlos Andreadis Dimitrios I. Diochnos VLM 42 3 0 13 Aug 2024
Multi-scale Contrastive Adaptor Learning for Segmenting Anything in Underperformed Scenes Ke Zhou Zhongwei Qiu Dongmei Fu VLM 40 1 0 12 Aug 2024
Enhancing 3D Transformer Segmentation Model for Medical Image with Token-level Representation Learning Xinrong Hu Dewen Zeng Yawen Wu Xueyang Li Yiyu Shi ViT MedIm 39 0 0 12 Aug 2024
HySparK: Hybrid Sparse Masking for Large Scale Medical Image Pre-Training Fenghe Tang Ronghao Xu Qingsong Yao Xueming Fu Quan Quan Heqin Zhu Zaiyi Liu S. Kevin Zhou SSL MedIm 40 3 0 11 Aug 2024
CURLing the Dream: Contrastive Representations for World Modeling in Reinforcement Learning V. A. Kich J. A. Bottega Raul Steinmetz Ricardo B. Grando Ayano Yorozu Akihisa Ohya OffRL 38 0 0 11 Aug 2024
PersonViT: Large-scale Self-supervised Vision Transformer for Person Re-Identification Bin Hu Xinggang Wang Wenyu Liu ViT 39 3 0 10 Aug 2024
Content-decoupled Contrastive Learning-based Implicit Degradation Modeling for Blind Image Super-Resolution Jiang Yuan Ji Ma Bo Wang Weiming Hu 34 0 0 10 Aug 2024