Title
AnomalyNCD: Towards Novel Anomaly Class Discovery in Industrial Scenarios Ziming Huang Xurui Li Haotian Liu Feng Xue Yuzhe Wang Yu Zhou 32 0 0 18 Oct 2024
On Partial Prototype Collapse in the DINO Family of Self-Supervised Methods Hariprasath Govindarajan Per Sidén Jacob Roll Fredrik Lindsten 24 2 0 17 Oct 2024
Normalizing self-supervised learning for provably reliable Change Point Detection Alexandra Bazarova Evgenia Romanenkova Alexey Zaytsev 17 1 0 17 Oct 2024
Self-Supervised Learning of Disentangled Representations for Multivariate Time-Series Ching Chang Chiao-Tung Chan Wei-Yao Wang Wen-Chih Peng Tien-Fu Chen AI4TS 22 0 0 16 Oct 2024
Stabilize the Latent Space for Image Autoregressive Modeling: A Unified Perspective Yongxin Zhu B. Li Hang Zhang Xin Li Linli Xu Lidong Bing DiffM 35 9 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 37 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 38 0 0 16 Oct 2024
SOE: SO(3)-Equivariant 3D MRI Encoding Shizhe He Magdalini Paschali J. Ouyang Adnan Masood Akshay S. Chaudhari Ehsan Adeli 26 1 0 15 Oct 2024
Latent-Predictive Empowerment: Measuring Empowerment without a Simulator Andrew Levy A. Allievi George Konidaris 68 0 0 15 Oct 2024
JOOCI: a Framework for Learning Comprehensive Speech Representations Hemant Yadav R. Shah Sunayana Sitaram 23 0 0 14 Oct 2024
A Benchmark Suite for Evaluating Neural Mutual Information Estimators on Unstructured Datasets Kyungeun Lee Wonjong Rhee 24 3 0 14 Oct 2024
V2M: Visual 2-Dimensional Mamba for Image Representation Learning Chengkun Wang Wenzhao Zheng Yuanhui Huang Jie Zhou Jiwen Lu Mamba 22 0 0 14 Oct 2024
SpeGCL: Self-supervised Graph Spectrum Contrastive Learning without Positive Samples Yuntao Shou Xiangyong Cao Deyu Meng 33 9 0 14 Oct 2024
GraphCLIP: Enhancing Transferability in Graph Foundation Models for Text-Attributed Graphs Yun Zhu Haizhou Shi Xiaotang Wang Yongchao Liu Yaoke Wang Boci Peng Chuntao Hong Siliang Tang VLM 43 6 0 14 Oct 2024
Large-Scale 3D Medical Image Pre-training with Geometric Context Priors Linshan Wu Jiaxin Zhuang Hao Chen 39 5 0 13 Oct 2024
SynFER: Towards Boosting Facial Expression Recognition with Synthetic Data Xilin He Cheng Luo Xiaole Xian Bing Li Siyang Song Muhammad Haris Khan Weicheng Xie L. Shen Zongyuan Ge 36 4 0 13 Oct 2024
Learning General Representation of 12-Lead Electrocardiogram with a Joint-Embedding Predictive Architecture Sehun Kim 25 1 0 11 Oct 2024
SmartPretrain: Model-Agnostic and Dataset-Agnostic Representation Learning for Motion Prediction Yang Zhou Hao Shao Letian Wang Steven L. Waslander Hongsheng Li Yu Liu 32 2 0 11 Oct 2024
MAD-TD: Model-Augmented Data stabilizes High Update Ratio RL C. Voelcker Marcel Hussing Eric Eaton Amir-massoud Farahmand Igor Gilitschenski 39 1 0 11 Oct 2024
Transducer Consistency Regularization for Speech to Text Applications Cindy Tseng Yun Tang Vijendra Raj Apsingekar 30 0 0 09 Oct 2024
Self-Supervised Learning for Real-World Object Detection: a Survey Alina Ciocarlan Sidonie Lefebvre S. L. Hégarat-Mascle Arnaud Woiselle ObjD 34 0 0 09 Oct 2024
Pair-VPR: Place-Aware Pre-training and Contrastive Pair Classification for Visual Place Recognition with Vision Transformers Stephen Hausler Peyman Moghadam SSL ViT 29 2 0 09 Oct 2024
Sylber: Syllabic Embedding Representation of Speech from Raw Audio Cheol Jun Cho Nicholas Lee Akshat Gupta Dhruv Agarwal Ethan Chen Alan W Black Gopala K. Anumanchipalli 32 0 0 09 Oct 2024
Evaluating Performance and Bias of Negative Sampling in Large-Scale Sequential Recommendation Models Arushi Prakash Dimitrios Bermperidis Srivas Chennu 19 0 0 08 Oct 2024
SimO Loss: Anchor-Free Contrastive Loss for Fine-Grained Supervised Contrastive Learning Taha Bouhsine Imad El Aaroussi Atik Faysal Wang Huaxia 29 1 0 07 Oct 2024
MARs: Multi-view Attention Regularizations for Patch-based Feature Recognition of Space Terrain Timothy Chase Jr Karthik Dantu 30 0 0 07 Oct 2024
Improving Object Detection via Local-global Contrastive Learning Danai Triantafyllidou Sarah Parisot A. Leonardis Steven G. McDonagh 31 0 0 07 Oct 2024
PhotoReg: Photometrically Registering 3D Gaussian Splatting Models Ziwen Yuan Tianyi Zhang Matthew Johnson-Roberson Weiming Zhi 3DGS 24 2 0 07 Oct 2024
Next state prediction gives rise to entangled, yet compositional representations of objects Tankred Saanum Luca M. Schulze Buschoff Peter Dayan Eric Schulz OCL CoGe OOD 30 1 0 07 Oct 2024
Improving Image Clustering with Artifacts Attenuation via Inference-Time Attention Engineering Kazumoto Nakamura Yuji Nozawa Yu-Chieh Lin K. Nakata Youyang Ng ViT 35 1 0 07 Oct 2024
Self-Supervised Anomaly Detection in the Wild: Favor Joint Embeddings Methods Daniel Otero Rafael Mateus Randall Balestriero 28 0 0 05 Oct 2024
Self-Supervised Keypoint Detection with Distilled Depth Keypoint Representation Aman Anand Elyas Rashno Amir Eskandari F. Zulkernine 24 0 0 04 Oct 2024
Predictive Attractor Models R. Mounir Sudeep Sarkar 26 0 0 03 Oct 2024
BiSSL: A Bilevel Optimization Framework for Enhancing the Alignment Between Self-Supervised Pre-Training and Downstream Fine-Tuning Gustav Wagner Zakarias Lars Kai Hansen Z. Tan 27 0 0 03 Oct 2024
MONICA: Benchmarking on Long-tailed Medical Image Classification Lie Ju Siyuan Yan Yukun Zhou Yang Nan Xiaodan Xing Peibo Duan Zongyuan Ge 52 0 0 02 Oct 2024
Decorrelation-based Self-Supervised Visual Representation Learning for Writer Identification Arkadip Maitra Shree Mitra Siladittya Manna Saumik Bhattacharya Umapada Pal SSL 25 0 0 02 Oct 2024
Denoising with a Joint-Embedding Predictive Architecture Dengsheng Chen Jie Hu Xiaoming Wei Enhua Wu DiffM 52 2 0 02 Oct 2024
Contrastive Abstraction for Reinforcement Learning Vihang Patil M. Hofmarcher Elisabeth Rumetshofer Sepp Hochreiter OffRL SSL 24 2 0 01 Oct 2024
Domain Aware Multi-Task Pretraining of 3D Swin Transformer for T1-weighted Brain MRI Jonghun Kim Mansu Kim Hyunjin Park MedIm ViT 16 0 0 01 Oct 2024
Scaling Proprioceptive-Visual Learning with Heterogeneous Pre-trained Transformers Lirui Wang Xinlei Chen Jialiang Zhao Kaiming He 34 33 0 30 Sep 2024
Towards Open-Vocabulary Semantic Segmentation Without Semantic Labels Heeseong Shin Chaehyun Kim Sunghwan Hong Seokju Cho Anurag Arnab Paul Hongsuck Seo Seungryong Kim VLM 34 1 0 30 Sep 2024
Towards Effective Utilization of Mixed-Quality Demonstrations in Robotic Manipulation via Segment-Level Selection and Optimization Jingjing Chen Hongjie Fang Hao-Shu Fang Cewu Lu 34 2 0 30 Sep 2024
Self-supervised Auxiliary Learning for Texture and Model-based Hybrid Robust and Fair Featuring in Face Analysis Shukesh Reddy Nishit Poddar Srijan Das Abhijit Das CVBM 30 0 0 29 Sep 2024
Localizing Memorization in SSL Vision Encoders Wenhao Wang Adam Dziedzic Michael Backes Franziska Boenisch 32 2 0 27 Sep 2024
Cross-video Identity Correlating for Person Re-identification Pre-training Jialong Zuo Ying Nie Hanyu Zhou Huaxin Zhang Haoyu Wang Tianyu Guo Nong Sang Changxin Gao 31 2 0 27 Sep 2024
Embed and Emulate: Contrastive representations for simulation-based inference Ruoxi Jiang Peter Y. Lu Rebecca Willett 29 0 0 27 Sep 2024
DMC-VB: A Benchmark for Representation Learning for Control with Visual Distractors Joseph Ortiz Antoine Dedieu Wolfgang Lehrach Swaroop Guntupalli Carter Wendelken Ahmad Humayun Guangyao Zhou Sivaramakrishnan Swaminathan Miguel Lázaro-Gredilla Kevin P. Murphy OffRL 44 1 0 26 Sep 2024
Bridging OOD Detection and Generalization: A Graph-Theoretic View Han Wang Yixuan Li CML 31 0 0 26 Sep 2024
Self-supervised Preference Optimization: Enhance Your Language Model with Preference Degree Awareness Jian Li Haojing Huang Yujia Zhang Pengfei Xu Xi Chen Rui Song Lida Shi Jingwen Wang Hao Xu 26 0 0 26 Sep 2024
Multi-View and Multi-Scale Alignment for Contrastive Language-Image Pre-training in Mammography Yuexi Du John Onofrey Nicha Dvornek VLM 45 1 0 26 Sep 2024